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THE PHOTOVOLTAIC THE PHOTOVOLTAIC TECHNOLOGY TECHNOLOGY Ing. S. Castello [email protected] ENEA, Renewable Sources Sector July 2006

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  • THE PHOTOVOLTAIC TECHNOLOGY

    Ing. S. [email protected]

    ENEA, Renewable Sources Sector

    July 2006

  • SUMMARYPV plants featuresApplicationsStand alone plantsGrid connected systems and Distributed generationDemonstrative projectsTracking and concentrating systemsMarketPV industryPlant and kWh costsDiffusion programmes

  • The technology is relatively recent:Foundation was laid in the early 50: first modern c-Si cell discovery (Bell Telephone Laboratories)1958: first application successful used in space (Vanguard I)late 70: starting of terrestrial application and development of market. From then on the technology has shown a steady progress, the costs have recorded a constant reduction but remain still high in comparison to the other renewable sourcesPV TECHNOLOGY

  • PV ENERGY ADVANTAGESUse of an inexhaustible and free fuel Environmentally friendlyGood reliability, higher than wind turbines or diesellasts more than 30 years low maintenance costFully automated operationLow risk capital intensive but low O&M costsModularity the required power is obtained using a number of the same building blocksExploitation of not utilized surfaces capability PV can be mounted on roofs, integrated in building skin or installed in marginal areas (deserts)

  • THE PV PLANTSSystems able to collect and convert light into useful electricity to be delivered to specific appliances or into the electric grid

    2 main categoriesStand-alone: to supply isolated users (from consumer to decentralized rural electrification)Grid-connected: to fed power to the electric grid (from small roofs to power stations)

    plant componentsPV array and power conditioning unit (PCU) ormodules and balance of system (BOS)

  • THE COMPONENTSPV array (Pnom, Vw)A number of PV modulesCables and protection devicesStructure (to support and to expose the module for maximum light capture) PCUStand-alone plantsMatches the array output to the load requirementsManages the storage systemGrid-connected plantsConvert the dc array output to standard ac powerFit the PV array output to the grid (MPPT)Control the quality of the energy supplied to the grid (distortion and power factor correction)

  • THE COMPONENTSPV modulesThe smallest electrical unit of PV plants, formed with solar cells assembled in series/parallel configurationencapsulatedMechanical and corrosive protection of cells and their interconnection (long operation life)Electrical isolation of the voltages generatedmaterial used for encapsulation: glass tempered glass or plasticframe: metal or plasticfeatures requiredultraviolet stabilitytolerance to temperature and heat dissipation abilityself cleaning ability

  • THE COMPONENTSBOSCablingSwitching and protection devicesBatteryCharge controllerDc/ac inverterModule supporting structuresEngineeringLabour to install a turn-key system

  • STAND ALONE PLANTSWhen well suited:Remote site far from the gridMaintenance and fuel expensive (transport)Reliability is paramount (tlc, signaling)Simplicity required (remote houses, schools)Transportability (navigation laps, laptop computers)Intermittent power acceptable (fans, pumps)Noise and pollution-sensitive environments (parks)Reducing fuel consumption (small grids)

  • STAND ALONE PLANTSAlready competitive with diesel generator for load lower than few kWh/dayPreferred option for high value applicationsKey technology for off-grid application, but further decrease of cost is essential to facilitate their useCosts higher then grid connected systems (batteries) but already with its own nicks marketApplications:DomesticIndustrialElectrification in Developing Countries

  • DOMESTIC APPLICATIONSRemote users (economic alternative to utility grid at distance > 1 2 km)Rural electrification (0,5 1,5 kW). light, refrigeration and other low power loadsLighting of isolated areas with PV lamps (100 W) or centralized systems (1-10kW)

    ConsumerWatches, calculators (mW), lamps (10 W)

  • INDUSTRIAL APPLICATIONS First terrestrial high value applications (PV costs negligible in comparison to the service provided) Competitive with other small generating systemsTelecommunication 0,5 10 kWCathodic protection 0,5 5 kWSignaling and data acquisition0,1 1 kWPark-meter or Emergency telephones (highway) 10 20 W

  • ELECTRIFICATION IN DEVELOPING COUNTRIES1.7 billion people is aimed to:Basic needs: refrigeration and lighting for sanitary use, potable waterQuality of live improvement: lighting in houses streets and schools, telephone, radio and TV servicesSmall scale economic development: water for irrigation and livestock, motorization for small craft and millsIEA Source

  • SMALL STAND ALONE PLANTSPV MODULESDC LOADSCHARGE CONTROLLERBATTERY

  • REMOTE DWELLINGS GENERATOR CHARGE CONTROLLER DC/ACINVERTER PVGENERATOR BATTERY COMMERCIAL AC LOADS DC LOADS

  • VILLAGE ELECTRIFICATION GENERATOR CHARGE CONTROLLER DC/ACINVERTER PVGENERATORE BATTERY RECTIFIER DIESEL LOADS

  • WATER PUMPING GENERATOR PUMP(CENTRIFUGAL OR RECIPROCATING) DC/ACINVERTER(FREQUENCY VARIABLE) PVGENERATORE CATTLE WATERING TANK SPRINK TANK GENERATOR DC PUMP PVGENERATORE WATER

  • GRID CONNECTED SYSTEMSNot competitive yet, but potentially able to make a substantial contribution to sustainable electricity production in industrialized countries.

    Applications: Diffuse generation1 50 kWPower stations> 1 MWGrid support (weak feeder lines) 0,5 2 MWSmall grid support (islands)100 500 kW

    DC/ACINVERTERPVGENERATORELOADSGRID

  • GRID CONNECTED PLANTPV MODULESDOUBLECOUNTERCOMMERCIAL AC LOADSINVERTERGRID

  • DISTRIBUTED GENERATION

    Small size plants (1 50 kW) connected to the LV grid (without battery)Suited to be installed on buildings or other infrastructures (absence of noise, moving parts, emissions)Huge potential: south oriented roofs covered with PV could supply electricity needs in many countries. PV energy cost: still double with respect to the electricity cost paid by users

  • DISTRIBUTED GENERATION ADVANTAGES

    Distributed exploitation of a diffused sourceProduction at the place of utilization (transmission losses avoided)Easy grid connection (battery)User contribution in technology diffusionPromotion of energy saving and more efficient applianceExploitation of not utilized surfaces Positive architectural valence in the urban contestPossibility to combine energy production with building envelop functions (saving of traditional building components)

  • DISTRIBUTED GENERATION IN ITALY

    First installations realised and monitored by ENEA and ENEL (preliminary actions of the Italian Roof-top Programme)Aimsto check how proper the identified technical solution wereto test new components and new design criteriaset up the monitoring networkSite: Major Italian Universities and MunicipalitiesIn operation since 1999 Long term performance analysis in progress Typical plant size: 2 - 3 kWApplications: roof integration, faade, sunshade

  • DISTRIBUTED GENERATION SOUND BARRIERSMarginal spaces utilization

    Use of noise barrier as supporting structure

    Use of PV module as noise barrier element

    Zig-zag structures to combine noise absorption and production maximization

    Bifacial modules in north-south highway direction

    IEA source

  • POWER STATIONS

    Typically from hundreds kW to several MWBased on flat plate, tracking structures or concentration systemsTo be utilized for electricity feeding into the gridHydrogen production (in future)Electricity cost still high 20 40 c/kWh with respect to the one of conventional electricity (2 6 c/kWh, depending on externalities)

  • GRID SUPPORTLarge size distribution grids Medium size systems (0,5 2 MW) to strength weak feeder Small grids (few MW) of small islands (33 in Italy)small medium size plants (100 500 kW) to provide a significant contribution (10-30%) to energy production Almost cost effective Fuel saving Respect of environmental constraints

  • DEMONSTRATION PLANTSIN ITALYPromoted by ENEA, ENEL, PV Industry, MunicipalitiesMajor projectsPLUG (ENEA)Serre (ENEL)Vasto (ANIT)First prototypes in operation since 1984 (long term performance analysys still ongoing)Typical power: 10 kW 3 MWApplication: Power stations (0.6-3.3 MW), Small grid support (200 kW), Water punping (70 kW), Desalination (100 kW), Cold store (45 kW)

  • PLANT LOCATIONDelphos, 600 kWPower stationLamezia, 600 kWPV-WindVasto, 1000 kWPower stationLeonori, 86 kWCar parkigAltanurra, 100 kWGrid-connectedCarloforte, 600 kWPV-WindMandatoriccio, 216 kWGrid-connectedVulcano, 180 kWGrid supportSerre, 3300 kWPower stationLOCATION OF SOME DEMO PLANTSCasaccia, 100 kWCar parkingZambelli, 70 kWWater pumpingGiglio, 450 kWCold store

  • PLUG PROJECT

    Development of a 100 kW standard plant for medium size applicationsAim: cost minimizationStandardization and preassembling of componentsModular architecture of systems Civil works absenceApplicationsCasaccia (preexisting structures exploitation)Delphos(modular concept)Alta Nurra(combined use of PV and wind)Vulcano(high penetration of PV in small grid)

  • SERRE PROJECT Development of a modular segment to be used in large size plants operated by UtilitiesObjectivesVerify of the projectual criteria adoptedEvaluation of scale effects on costsApplicationSerre plant: 9 fixed units + 1 tracking unit (horizontal north-south axes)

  • ANIT PROJECTDevelopment of large grid connected and hybrid systemsAimgather experience in design, construction and operation on large scale PV plants verify the degree of availabilityApplicationsVasto plant2 segments of 500 kWCarloforte 2 x 300 kW PV + 3 x 320 kW WindLamezia2 x 300 kW PV + 3 x 320 kW Wind

  • ENVIRONMENTAL IMPACTNegligible pollution during plant operation:Chemical: total absence of fumes or emissions (COx, SOx NOx)Thermal: maximum temperatures < 60CAcoustic and electromagnetic : acceptable (if inverter within norm limits are adopted)

    Complete absence of: moving partswaste (components can be recycled)radiation or scoriescirculation of high temperature or pressure fluids

    Emission comparisonPV30 gCO2 /kWhGas400 gCO2 /kWhOil800 gCO2 /kWh

    CO2 emission avoided = emission avoided for electricity production emissions related to the construction of the PV plant

  • ENERGY PAY BACK TIME

  • FUEL SAVINGPlant life time 30 yearsEnergy pay back time5 yearsPlant useful life 25 yearsYearly energy production1 300 kWh/kWEnergy produced in 25 years32 500 kWh/kW1 kg of fuel4 kWheFuel saving8 000 kg/kW

    CO2/kWh0.77 kgEmissions avoided25 000 kg/kW

  • Experience conducted by ENEA on 80 modules installed in 1980

    Results:Declared efficiency 10,6% Measured efficiency - at acceptance tests: 9,54%, (-10%) - after 11 years: 9,14%. - after 25 years: 8,6%.

    Efficiency degradation: 10% in 25 years Mean degradation rate: 0,4% /yearMODULE EFFICIENCY DEGRADATION

  • Tedlar detachment or delamination module browningDefects detected after 25 years dont have caused further efficiency degradation with respect to the natural degradation (0,4%/year)

    This experience demonstrate that the life time of old generation, glass-tedlar can be considered around 30 years. MODULE FAILURES

  • ARRAY DEGRADATIONArray degradation factorsNatural degradationpower degradation life-limiting wear-out BOS component failures Accidental degradation due to single-module failure (which does not involve failures of entire strings) data on efficiency and module failures have been collected for many years from 2 arrays (at ENEA research centre)the influence of module failure on efficiency degradation was found to be very low if module failure occurs at rate
  • PLANT EFFICIENCY DEGRADATIONInverter failureInverter failureEfficiency degradationstring failure

  • TIPICAL SEQUECE OF EVENTSInverter substitutionModule efficiency degradation (0,4%/a)Module failure (infiltration, ossidation, delamination)failure(PVgen or inverter)System tuning

    Grafico1

    0

    12

    11.952

    11.904192

    11.856575232

    11.8091489311

    11.7619123353

    11.714864686

    11.6680052273

    11.6213332064

    11.5748478735

    11.528548482

    11.4824342881

    11.436504551

    11.3907585327

    11.3451954986

    11.27

    11.2546154578

    11.2095969959

    11.1647586079

    11.1200995735

    11.0756191752

    11.0313166985

    10.9871914317

    10.943242666

    10.8994696953

    10.8558718165

    10.8124483293

    10.769198536

    10.7261217418

    10.59

    10

    9.03

    7.84

    4.62

    0.14

    eff

    Years

    plant efficiency (%)

    Foglio1

    eff

    00

    112

    211.952

    311.904192

    411.856575232

    511.8091489311

    611.7619123353

    711.714864686

    811.6680052273

    911.6213332064

    1011.5748478735

    1111.528548482

    1211.4824342881

    1311.436504551

    1411.3907585327

    1511.3451954986

    16.2211.27

    1711.2546154578

    1811.2095969959

    1911.1647586079

    2011.1200995735

    2111.0756191752

    2211.0313166985

    2310.9871914317

    2410.943242666

    2510.8994696953

    2610.8558718165

    2710.8124483293

    2810.769198536

    2910.7261217418

    3010.59

    3110

    329.03

    337.84

    344.62

    350.14

    Foglio1

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    eff

    anni

    efficienza impianto

    Foglio2

    Foglio3

  • IMPACT ON LANDLand occupationPlant power1 MWYearly energy production1.300 MWhDomestic users supplied 600 (in Italy) Land required 1.5 hectares

    Energy consumption in Italy300 millions of MWh (land required: 3.000 km2)

    Possibility of using marginal lands or not utilzed areas (20.000 km2 in Italy)

    Integration into existing structures

  • PV POTENTIALTotal amount of solar energy on earth surface: 15 thousand times the world energy consumption

    Technical potential: 4 times the world energy consumptionUnrealistic due the mismatch generation/demandUnless PV energy utilized for H2 production (in future)

    South oriented roofs in Europe: electricity needs in Europe

  • PV AND ARCHITECTURETypologies integrated into architectural structuresRoofs (sloped, horizontal, curved)FacadesSun shadings (fixed and mobile)Glass roofs and curtainsCovering elementsBalustrade

    Typologies integrate into urban infrastructuresshelters (car, bus stop, train station)Industrial buildingsNoise barriers

  • BIFACIAL MODULES applications with architectural constraints solar radiation exploitation on both sides of module larger energy production (>10-20%) with respect to standard modules

    ease maintenance against snow, dust and bird dropping

  • TRACKING SYSTEMSONE AXIS TRACKING FLAT PLATE

  • TWO AXIS TRACKING

  • STRUCTURES COMPARISONFIXEDNo maintenanceSimple mounting and transportcontent costModest foundationsLess energy collectedmodest aesthetical resultTRACKINGMaintenance necessityExacting transport and installation Higher costsLarger areas requiredMore energy collectedHarmonious aesthetical result

  • CONCENTRATING PVThe efficiency of cells is higher (30% - 40%)high concentration factors: 100X 1.000X (Irr*logIrr)smaller cells

    PV material (high cost), is partially substituted with mirrors or lenses (lower cost)

  • CONCENTRATING PVThe incident energy is almost the same with respect to fixed plates systems:only the direct component of light is exploitedConcentrating systemFixed flat plate (tilt = latitude)

  • CONCENTRATOR MODULES

    - Concentration factor: 100X 400X- Lens efficiency: 80% - 85%- cell cooling difficulty- Inexpensive polymer lens lifetime not verified

  • CONCENTRATORSDishesCentral towerTrough system - Concentration factor: 1.000X- Mirror efficiency: 85% - 92% currently high costs Cooling challenge

  • PHOCUS PROJECT (PV Concentrators for Utility Scale)Aim: assessment of technical and economical feasibility of PV concentration for centralised generation

    Ongoing activitiesOptimisation of the most appropriate technologies for solar cells, optical devices, concentrator modules, tracking systemDevelopment of a 5 kW standard unitc-Si cells optimised at 100-400 sunsrefractive prismatic lensesExperimentation on 5 units

    Planned activitiesDevelopment of high efficiency cellsInvestigation on optical devices based on Fresnel lenses and Compound Parabolic Concentrators

  • IEA-TASK 2 PERFORMANCE DATABASEContains information on the technical performance, reliability and costs of 431 monitored PV plants located worldwide. Germany (118), Japan (95), Switzerland (64), Italy (35), France (31),

    Applications: Stand alone, hybrids, grid connected

    Plant size: from 1 to 3300 kW

    Mounting typologies: facades, flat and sloped roofs, integrated roofs, sound barriers, free-standing

    Performance data collected from 1986 (Japan)

  • IEA-TASK 2 PERFORMANCE DATABASEFor each plant provideGeneral informationComponent data and system configurationData collected (Irr, Pdc, Pac,..)CostsCalculated data (index of performance)

    The user can select PV system, present monitoring data, calculated resultsexport these data into spreadsheet programscheck the operational behavior of existing PV plants get a report on performance results Can be downloaded from www.iea-pvps-task2.org

  • IEA source

  • EFFICIENCIES AND COSTS84 85 91 91 93 94 96Costs

    Grafico6

    86

    88.4

    91.9

    92.2

    90.7

    93.2

    91.7

    efficiency (%)

    inverter efficiency

    en cas

    9230092300

    100700193000

    92900285900

    71500357400

    80100437500

    59127496627

    67100563727

    101780665507

    52200717707

    82293800000

    &A

    Page &P

    Energy produced

    Cumulated energy

    Energy produced in annual steps (MWh)

    Cumulate energy (MWh)

    ENERGY PRODUCED BY CASACCIA PLANT

    avail cas

    0.652

    0.997

    0.76

    0.663

    0.94

    0.819

    0.973

    0.982

    0.949

    JAN: control software bugs; MAY: 2 modules glass cracking; OCT: by pass diode failure

    MAR: filtering system uprading; DEC: signal conditioner failure

    FEB: ground fault; MAR dc switch failure

    MAY-JUN: inverter control board failure; NOV: p.f.capacitor failure

    FEB: tyristor replacement; MAY-JUN: 1 array box failure

    APR-MAY: 1 array box failure; MAY-JUN: inverter failure;JUL: ac switch gear repair; AUG-SEP: 1 array box failure

    JAN: ground fault in 4 modules; MAR-SEP: 2 array boxes fire

    MAY: ground fault in 5 modules

    JAN: ground fault in 3 modules: APR: ac switch gear repair;JUN-SEP: acswitch gear replacement

    availability

    CASACCIA PLANT: AVAILABILITY AND EVENTS

    casacc

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    casaccia100.38651992366135210084892300923000.0513.6939890712.74716833112.51431497860.946820740.23285335250.68065035660.08623319770.91523877520.07892396620.949920.2392821535

    100.3865199336515081093701007001930000.0184.13150684932.98747592842.75065215311.14403092090.23682377520.66577455960.08384569390.92072780470.07719906170.9821003.9880358923

    100.38651994365145999917929002859000.0273.9972602742.7292642622.53759270131.2679960120.19167156070.63483299250.07917133840.92977171050.07361127070.973926.221335992

    100.38651995335115377952715003574000.1813.44179104482.31996547672.12794452461.12182556810.19202095210.61826662250.07815951350.91723111660.07169033780.819712.8614157527

    100.38651996366132787404801004375000.063.62568306012.38094459792.18197865421.24473846220.19896594370.60181174640.07614550620.91643403050.06978233310.94798.6041874377

    100.38651997365143463758591274966270.3373.92876712331.74156981111.61507259042.18719731220.12649722070.4110889090.05140074650.92736597760.04766730360.663589.5014955135

    100.38651998365144073380671005637270.243.94520547952.00439776561.83285759161.94080771380.1715401740.46457848680.0589113680.91441809760.05386962110.76668.9930209372

    100.3865199936514541103401017806655070.0033.98356164383.01397178332.78015269260.96958986060.23381909070.69790628120.0877308760.92242160590.08092485550.9971014.7557328016

    100.38652000366148557390522007177070.3484.05737704921.56334275861.42196361732.49403429060.14137914130.35046376020.04467799380.90956612650.04063758980.652520.4386839482

    8000000.1405555556

    Energy producedCumulated energy

    19929230092300YfLcLsPRav.availability

    199310070019300019922.51431497860.946820740.232853352519920.680650356694.920000.652

    19949290028590019932.75065215311.14403092090.236823775219930.665774559698.219990.997

    19957150035740019942.53759270131.2679960120.191671560719940.634832992597.319980.76

    19968010043750019952.12794452461.12182556810.192020952119950.618266622581.919970.663

    19975912749662719962.18197865421.24473846220.198965943719960.60181174649419960.94

    19986710056372719971.61507259042.18719731220.126497220719970.41108890966.319950.819

    199910178066550719981.83285759161.94080771380.17154017419980.46457848687619940.973

    20005220071770719992.78015269260.96958986060.233819090719990.697906281299.719930.982

    2001 (7)8229380000020001.42196361732.49403429060.141379141320000.350463760265.219920.949

    19.7625295039

    casacc

    000

    000

    000

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    aa

    delph1

    00

    00

    00

    00

    00

    00

    00

    00

    00

    &A

    Page &P

    PR

    av.

    Performance ratio

    Availability (%)

    delph2

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    delphos13113801198736516002224331935170.54.3841.9601.7052.4240.2550.3890.03660.8700.03180.500622.2

    3113801198836616001700411547370.6014.3721.4941.3592.8780.1340.3110.02800.9100.02540.399497.5

    3113801198936516123065282758750.2184.4162.7002.4301.7160.2700.5500.05000.9000.04500.782887.1

    3113801199036516933096392724820.2754.6382.7282.4001.9110.3270.5180.04810.8800.04230.725876.1

    3113801199136516072748872391520.4434.4032.4222.1071.9810.3150.4790.04500.8700.03920.557769.0

    3113801199236615402407412046300.5364.2082.1151.7982.0930.3170.4270.04110.8500.03500.464658.0

    3113801199336514951911421701160.5814.0961.6841.4992.4120.1850.3660.03360.8900.02990.419547.0

    3113801199436515932897312568640.2844.3642.5522.2631.8120.2900.5180.04780.8870.04240.716825.9

    3113801199536517222919632631380.3364.7182.5722.3182.1460.2540.4910.04460.9010.04020.664846.1

    3113801199627513122215552000970.3644.7712.5912.3402.1800.2510.4900.04440.9030.04010.636643.4

    3113801199736517373007712680120.344.7592.6502.3612.1090.2890.4960.04560.8910.04060.660861.8

    3113801199836516633035442610810.3214.5562.6742.3001.8820.3740.5050.04800.8600.04130.679839.5

    3113801199936517222195241756190.4254.7181.9341.5472.7840.3870.3280.03350.8000.02680.575564.7

    31138012000366157268784550270.7924.2950.6040.4833.6910.1210.1130.01150.8000.00920.208176.9

    2990347

    3113801199436515932897312280500.2844.3642.5522.0091.8120.5430.4600.04780.7870.03770.716733.3

    3113801199536517222919632215600.3364.7182.5721.9522.1460.6200.4140.04460.7590.03390.664712.4

    3113801199627513122215551830500.3644.7712.5912.1402.1800.4500.4490.04440.8260.03670.636588.6

    3113801199736517373007712443340.344.7592.6502.1522.1090.4970.4520.04560.8120.03700.660785.6

    3113801199836516633035442287920.3214.5562.6742.0161.8820.6590.4420.04800.7540.03620.679735.7

    3113801199936517222195241735430.4254.7181.9341.5292.7840.4050.3240.03350.7910.02650.575558.0

    31138012000366157268784535360.7924.2950.6040.4703.6910.1340.1100.01150.7780.00900.208172.1

    Yeart_MAHiEAEldcEIIEIOYr,dYA,dYf,dLc,dLs,dLtot,dPReta Aeta inveta totOYf,dPRO

    Delphos11987365160022243302224331935170.500475135

    1988366160017004101700411547370.600570162

    1989365161230652803065282758750.217752235

    1990365169330963903096392724820.275173874

    1991365160727488702748872391520.442528736

    1992366154024074102407412046300.535509217

    1993365149519114201911421701160.580799453

    19943651593289731325012572302280504.362.552.011.810.542.350.460.0480.8870.0380.2842.010.460.284

    19953651722291963461332458302215604.722.571.952.150.622.770.4140.0450.9010.0340.3361.950.4140.336

    19962751312221555188752026801830504.772.592.142.180.452.630.4490.0440.9030.0370.3642.140.4490.364

    19973651737300771265722741992443344.762.652.152.110.52.610.4520.0460.8910.0370.342.150.4520.34

    19983651663303544375412660032287924.562.672.021.880.662.540.4420.0480.860.0360.3212.020.4420.321

    1999365172221952425952169291735434.721.931.532.780.413.190.3240.0340.80.0270.4251.530.3240.425

    2000366157268784186466920535364.30.60.473.690.133.830.1090.0120.80.0090.7920.470.1090.792

    YfLcLsPrav.Pr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    19871.70477029472.42405849450.254732854719870.3889007235500.38890072350.03657475010.87000130380.03182008020.5622.2411575563

    19881.35941700492.87771686610.134450828519880.310966639939.90.31096663990.02795991190.90999817690.02544346880.399497.5466237942

    19892.43029555571.71610800330.270034797219890.550284043378.20.55028404330.05002732070.89999934750.0450245560.782887.0578778135

    19902.40040523281.91061974190.327331189719900.517512055572.50.51751205550.04811725330.87999896650.04234313320.725876.1479099678

    19912.10678764921.98114786590.314804210919910.478517418855.70.47851741880.04500289530.87000112770.03915256960.557768.9774919614

    19921.79774392492.09265897070.317247377619920.427256023746.40.42725602370.04112742030.85000062310.03495833290.464657.9742765273

    19931.49862132762.41204246130.18522662219930.365884136841.90.36588413680.03363698520.88999801190.02993684990.419546.9967845659

    19942.26281989161.81202484250.289538827519940.51847411271.60.5184741120.04784993150.88656029210.04242184920.716825.9292604502

    19952.31809012022.14578690040.253931198519950.491348951266.40.49134895120.04460636160.90127173650.0402024530.664846.1028938907

    19962.33963168662.18038000580.250897398419960.490395361163.60.49039536110.04442729290.90314820250.04012442970.636643.3987138264

    19972.3610271772.10928952120.288587411419970.496128336660.4961283360.04555523290.89108324940.0405935050.66861.7749196141

    19982.29996916711.88212130560.374073910919980.50480381667.90.5048038160.0480210370.86010924280.04130333770.679839.4887459807

    19991.54709950232.7839316390.386777077919990.327927594857.50.32792759480.03353906810.79999908890.02683122390.575564.691318328

    20000.48343085063.69079120760.12085990920000.11255451120.80.1125545110.01151163510.79999709230.00920927460.208176.9356913183

    YfLcLsPRav.YfLcLsPrav.

    19871.70477029472.42405849450.254732854719870.388900723550

    19881.35941700492.87771686610.134450828519880.310966639939.9

    19892.43029555571.71610800330.270034797219890.550284043378.2

    19902.40040523281.91061974190.327331189719900.517512055572.5

    19912.10678764921.98114786590.314804210919910.478517418855.7

    19921.79774392492.09265897070.317247377619920.427256023746.419921.79774392492.09265897070.317247377619920.427256023746.4

    19931.49862132762.41204246130.18522662219930.365884136841.919931.49862132762.41204246130.18522662219930.365884136841.9

    19942.26281989161.81202484250.289538827519940.51847411271.619942.26281989161.81202484250.289538827519940.51847411271.6

    19952.31809012022.14578690040.253931198519950.491348951266.419952.31809012022.14578690040.253931198519950.491348951266.4

    19962.33963168662.18038000580.250897398419960.490395361163.619962.33963168662.18038000580.250897398419960.490395361163.6

    19972.3610271772.10928952120.288587411419970.4961283366619972.3610271772.10928952120.288587411419970.49612833666

    19982.29996916711.88212130560.374073910919980.50480381667.919982.29996916711.88212130560.374073910919980.50480381667.9

    2.07329825270.461705968160.00833333332.12541475640.470612962460.5428571429

    delph2

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    yields and losses

    vasto

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    &A

    Page &P

    Pr

    av.

    Performance ratio

    Availability (%)

    serre

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    yields and losses (h/d)

    yf-yr out

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    00

    &A

    Page &P

    PR

    av.

    Performance Ratio

    Availability (%)

    costs

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    delphos2293.12561199236616002672462454800.3654.37158469952.49123278022.28833293251.88035191930.20289984770.52345615830.06522012890.91855444050.0599082390.635837.5298532924

    293.12561199336515803173822952400.2294.32876712332.966699852.75972948591.36206727330.2069703640.63753244450.07843603420.93023548910.07296398260.7711007.3012623678

    293.12561199436516202071441916200.4844.43835616441.93626000761.79115080642.50209615680.14510920110.40356175580.04992841340.92505696520.04618662660.516653.7700443535

    293.12561199536517462339272165200.454.78356164382.18661170392.02390132872.59694993990.16271037520.42309506590.05231503660.92558789710.04842216470.55738.7239849881

    293.12561199636616253240792949800.2454.43989071043.02102268382.74976555491.41886802650.27125712890.61933181110.07787318660.91021016480.0708809660.7551006.4141931082

    293.12561199736517312782112583600.4264.74246575342.6005524322.41499698552.14191332150.18555544650.50922813380.06275779130.92864768110.05827987740.574881.4738996929

    293.12561199836516971627961492090.6634.64931506851.52172104521.39471777833.12759402330.12700326690.29998349390.03745866620.91653971840.03433235530.337509.0719890822

    293.125611999365172470569564550.8514.72328767120.65963741390.52770806174.06365025730.13192935230.11172473460.01598332470.79999716590.01278661450.149192.6134425111

    293.125612000366170588828710620.784.65846994540.82804317140.66243080843.83042677390.1656123630.14219922340.02034304320.79999549690.0162743430.22242.4496758785

    1778926

    YfLcLsPrav.

    19922.28833293251.88035191930.202899847719920.523456158363.51.819

    19932.75972948591.36206727330.20697036419930.637532444577.11.71.1

    19941.79115080642.50209615680.145109201119940.403561755851.66.10.6

    19952.02390132872.59694993990.162710375219950.4230950659550.60

    19962.74976555491.41886802650.271257128919960.619331811175.503.6

    19972.41499698552.14191332150.185555446519970.509228133857.4100.6

    19981.39471777833.12759402330.127003266919980.299983493933.73.24

    19990.52770806174.06365025730.131929352319990.111724734614.906

    20000.66243080843.83042677390.16561236320000.14219922342223.434.9

    YfLcLsPRav.

    19922.28833293251.88035191930.202899847719920.523456158363.5

    19932.75972948591.36206727330.20697036419930.637532444577.1

    19941.79115080642.50209615680.145109201119940.403561755851.6

    19952.02390132872.59694993990.162710375219950.423095065955

    19962.74976555491.41886802650.271257128919960.619331811175.5

    19972.41499698552.14191332150.185555446519970.509228133857.4

    19981.39471777833.12759402330.127003266919980.299983493933.7

    2.20322783890.488026980559.1142857143

    costs

    000

    000

    000

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    Yields and losses

    effic

    00

    00

    00

    00

    00

    00

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    &A

    Page &P

    Pr

    av.

    Performance ratio

    Availability (%)

    istogram

    000

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    yields and losses (h/d)

    Foglio1

    00

    00

    00

    00

    00

    00

    00

    &A

    Page &P

    PR

    av.

    Performance Ratio

    Availability (%)

    cumul p

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    vasto10028792199736517089734598809800.294.6792.6622.4092.0180.2530.5150.06480.9050.05870.710879.271

    1002879219983651667112685410243100.154.5673.0812.8011.4860.2800.6130.07690.9090.06990.8501022.385

    1002879219993651688129925211706260.034.6253.5523.2011.0720.3520.6920.08750.9010.07890.9701168.397

    10028792200036616601296145118208404.5363.5343.2231.0010.3110.7110.08880.9120.08101.0001179.7100

    1064500

    YfLcLsPRav.

    19972.40882618322.01776447110.252861400519970.514766719571

    19982.80072731251.48601427280.280381702319980.613236634185

    19993.20079293471.07216799280.351696606819990.69211458697

    20003.22329112271.00120796660.311020036420000.7106774403100

    2.90840938830.632698845

    cumul p

    000

    000

    000

    000

    Yf

    Lc

    Ls

    yields and losses (h/d)

    vulcan

    00

    00

    00

    00

    &A

    Page &P

    PR

    av.

    Performance ratio

    Availability (%)

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    serre29702664619953651673266193723621300.3354.5842.4562.1792.1280.2770.4750.05970.8870.05300.665795.366.5

    29702664619963661738363019834043140.0354.7493.3403.1321.4090.2080.6600.07840.9380.07350.9651146.296.5

    29702664619973651783376293036259400.0434.8853.4713.3451.4140.1260.6850.07920.9640.07630.9571220.995.7

    29702664619983651705369714034428400.054.6713.4103.1761.2610.2350.6800.08140.9310.07580.9501159.295

    29702664619993651729373267034755000.0374.7373.4433.2061.2940.2370.6770.08100.9310.07540.9631170.296.3

    297026646200036617333798480357570004.7353.4943.2891.2410.2050.6950.08230.9410.07741.0001203.9100

    YfLcLsPRav.

    19952.17898620912.1280134680.276561966719950.475391492166.5

    19963.13178598371.40904675170.207801144419960.659513043796.5

    19973.34480881881.41375397810.126368709919970.684719696595.7

    19983.17590517041.26074443060.234583275719980.679885857695

    19993.20603293211.29372261430.23723075519990.676808571596.3

    20003.2894518961.24057515040.204945631220000.6947140184100

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    Yields and losses (h/d)

    00

    00

    00

    00

    00

    00

    &A

    Page &P

    PR

    av.

    Performance ratio

    Availability (%)

    pnomsupYeart_MAHiEAEIOOYr=hi/tmaYf=eio/tma/pPr=yf/yravail= 1-OYfannualout fracto

    Casaccia100.386519923661352100848923000.0513.6939890712.51431497860.68065035660.949917.7249671750.0000.0513

    Casaccia100.3865199336515081093701007000.0184.13150684932.75065215310.66577455960.9821003.98803589230.000.10.152

    Casaccia100.38651994365145999917929000.0273.9972602742.53759270130.63483299250.973926.2213359920.000.20.258

    Casaccia100.38651995335115377952715000.1813.44179104482.12794452460.61826662250.819776.69975149180.010.30.358

    Casaccia100.38651996366132787404801000.063.62568306012.18197865420.60181174640.94796.42220878350.020.40.455

    Casaccia100.38651997365143463758591270.3373.92876712331.61507259040.4110889090.663589.50149551350.030.50.553

    Casaccia100.38651998365144073380671000.243.94520547951.83285759160.46457848680.76668.99302093720.030.60.652

    Casaccia100.3865199936514541103401017800.0033.98356164382.78015269260.69790628120.9971014.75573280160.040.70.752

    Casaccia100.38652000366148557390522000.3484.05737704921.42196361730.35046376020.652519.01672033080.040.80.851

    Delphos13113801198736516002224331935170.50047513464.38356164381.70477029470.38890072350.4995248654622.24115755630.040.90.950

    Delphos13113801198836616001700411547370.60057016154.37158469951.35941700490.31096663990.3994298385496.18720678930.05

    Delphos1311380119893651612.1563065282758750.2177522354.41686575342.43029555570.55023079520.782247765887.05787781350.05

    Delphos1311380119903651692.9973096392724820.27517387364.63834794522.40040523280.51751297250.7248261264876.14790996780.06

    Delphos1311380119913651607.3532748872391520.44252873564.40370684932.10678764920.47841232880.5574712644768.97749196140.15

    Delphos1311380119923661539.7772407412046300.53550921734.20704098361.79774392490.42731790160.4644907827656.17653260240.18

    Delphos1311380119933651495.0111911421701160.58079945344.09592054791.49862132760.36588144470.4192005466546.99678456590.22

    Delphos1311380119943651593289731256864.1081911130.2844.36438356162.26282084470.51847433040.716825.92960833160.23

    Delphos1311380119953651722291963263138.4382703490.3364.71780821922.31809398120.49134976950.664846.10430312010.24

    Delphos1311380119962751312221555200096.9150878230.3644.77090909092.33963069380.4903951530.636853.96520323950.25

    Delphos1311380119973651737300771268011.8509330810.344.75890410962.36102586380.496128060.66861.77444029930.26

    Delphos1311380119983651663303544261081.4120442250.3214.55616438362.29997279690.50480461270.679839.49007088180.28

    Delphos1311380119993651722219524175618.9976075120.4254.71780821921.54709948120.32792759040.575564.69131063510.28

    Delphos13113801200036615726878455027.20.7924.29508196720.48343260770.11255492010.208176.45290179750.29

    Delphos2293.12561199236616002672462454800.3654.37158469952.28833293250.52345615830.635835.24152035990.32

    Delphos2293.12561199336515803173822952400.2294.32876712332.75972948590.63753244450.7711007.30126236780.34

    Delphos2293.12561199436516202071441916200.4844.43835616441.79115080640.40356175580.516653.77004435350.34

    Delphos2293.12561199536517462339272165200.454.78356164382.02390132870.42309506590.55738.72398498810.34

    Delphos2293.12561199636616253240792949800.2454.43989071042.74976555490.61933181110.7551003.66442755320.34

    Delphos2293.12561199736517312782112583600.4264.74246575342.41499698550.50922813380.574881.47389969290.35

    Delphos2293.12561199836516971627961492090.6634.64931506851.39471777830.29998349390.337509.07198908220.36

    Delphos2293.125611999365172470569564550.8514.72328767120.52770806170.11172473460.149192.61344251110.37

    Delphos2293.125612000366170588828710620.784.65846994540.66243080840.14219922340.22241.78724507010.43

    Serre29702664619953651673266193723621300.3354.58356164382.17898620910.47539149210.665795.329966330.43

    Serre29702664619963661738363019834043140.0354.74863387983.13178598370.65951304370.9651143.101884050.44

    Serre29702664619973651783376293036259400.0434.88493150683.34480881880.68471969650.9571220.85521885520.45

    Serre29702664619983651705369714034428400.054.67123287673.17590517040.67988585760.951159.20538720540.48

    Serre29702664619993651729373267034755000.0374.73698630143.20603293210.67680857150.9631170.2020202020.50

    Serre297026646200036617333798480357570004.73497267763.2894518960.694714018411200.64994204340.54

    Altanurra98.38651997365162397991899000.2554.44657534252.50560905250.56349186950.745914.54730417090.58

    Vulcano180.1117019973651739102330877260.0094.76438356163.0005643630.629790680.9911095.20599250940.60

    Vasto1001.5879219973651708973458.5635359128809800.294.67945205482.41002879240.51502371740.71879.66050923610.66

    Vasto1001.58792199836516671126853.6853685410243100.154.56712328772.80212557880.61354279320.851022.77583624560.78

    Vasto1001.58792199936516881299251.9422863511706260.034.62465753423.20239093410.6924601250.971168.87269096360.79

    Vasto1001.58792200036616601296144.73684211118208404.53551912573.22490035440.711032246811177.08862935110.85

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    Yf=eio/tma/p

    Yr (h/d)

    Yf (h/d)

    Yr vs.Yf for 7 grid-conneted PV systems with a total of 44 years of operation (1986 - 2000)

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    o

    Outage fraction

    Annual datasets

    Frequency distribution of outage fraction for 7 grid-connected PV systems with a total of 44 years of operation (1987 - 2000)

    costo% modulipnomspec.pl.costspec.mod cost

    Casaccia9000000.64100.38.97308075775.7427716849

    Delphos145000000.531114.46945337627.2347266881

    Delphos225000000.61293.18.52951211195.2030023883

    Serre200000000.5929706.7340067343.9730639731

    Altanurra8000000.798.38.13835198375.6968463886

    Vulcano116000000.3580.119.9750312116.9912609238

    Vasto80000000.51001.57.9880179733.9940089865

    plantmodule

    Vulcano119.9750312116.9912609238

    Delphos114.46945337627.2347266881

    Casaccia8.97308075775.7427716849

    Delphos28.52951211195.2030023883

    Vasto7.9880179733.9940089865

    Serre6.7340067343.9730639731

    Altanurra8.13835198375.6968463886

    00

    00

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    plant

    module

    Specific costs (E/Wp)

    costo% modulipnomsupYeart_MAHiEAEIOOYr=hi/tmaYa=ea/tma/pYf=eio/tma/pLc=yr-yaLs=ya-yfPr=yf/yreta teoeta=ea/hi/supeta inv=ei/eaetot=eta*etiavail= 1-OPr=yf/yrYfannualeta teoeta=ea/hi/supeta teoeta corremean eff.Reta inv=ei/eaeta inv=ei/ea

    Casaccia9000000.64100.386519923661352100848923000.0513.6939890712.74716833112.51431497860.946820740.23285335250.68065035660.11595375720.08623319770.91523877520.07892396620.9490.6806503566917.7249671750.11595375720.08623319770.11595375720.0908674369Vulc150.73Casaccia30.91523877520.9152387752Vulc186

    Casaccia9000000.64100.3865199336515081093701007000.0184.13150684932.98747592842.75065215311.14403092090.23682377520.66577455960.11595375720.08384569390.92072780470.07719906170.9820.66577455961003.98803589230.11595375720.08384569390.11595375720.0853825803Delp16.80.83Casaccia30.92072780470.9207278047Delp188.4

    Casaccia9000000.64100.38651994365145999917929000.0273.9972602742.7292642622.53759270131.2679960120.19167156070.63483299250.11595375720.07917133840.92977171050.07361127070.9730.6348329925926.2213359920.11595375720.07917133840.11595375720.081368282Casac8.280.71Casaccia30.92977171050.9297717105Casac91.9

    Casaccia9000000.64100.38651995335115377952715000.1813.44179104482.31996547672.12794452461.12182556810.19202095210.61826662250.11595375720.07815951350.91723111660.07169033780.8190.6182666225776.69975149180.11595375720.07815951350.11595375720.0954328614Delp28.80.77Casaccia30.91723111660.9172311166Delp292.2

    Casaccia9000000.64100.38651996366132787404801000.063.62568306012.38094459792.18197865421.24473846220.19896594370.60181174640.11595375720.07614550620.91643403050.06978233310.940.6018117464796.42220878350.11595375720.07614550620.11595375720.0810058576Vasto90.79Casaccia30.91643403050.9164340305Vasto90.7

    Casaccia9000000.64100.38651997365143463758591270.3373.92876712331.74156981111.61507259042.18719731220.12649722070.4110889090.11595375720.05140074650.92736597760.04766730360.6630.411088909589.50149551350.11595375720.05140074650.11595375720.0775275212Serre8.320.74Casaccia30.92736597760.9273659776Serre93.2

    Casaccia9000000.64100.38651998365144073380671000.243.94520547952.00439776561.83285759161.94080771380.1715401740.46457848680.11595375720.0589113680.91441809760.05386962110.760.4645784868668.99302093720.11595375720.0589113680.11595375720.0775149579Altan9.370.82Casaccia30.91441809760.9144180976Altan91.7

    Casaccia9000000.64100.3865199936514541103401017800.0033.98356164383.01397178332.78015269260.96958986060.23381909070.69790628120.11595375720.0877308760.92242160590.08092485550.9970.69790628121014.75573280160.11595375720.0877308760.11595375720.0879948605Casaccia30.92242160590.9224216059

    Casaccia9000000.64100.38652000366148557390522000.3484.05737704921.56334275861.42196361732.49403429060.14137914130.35046376020.11595375720.04467799380.90956612650.04063758980.6520.3504637602519.01672033080.11595375720.04467799380.11595375720.0685245304Casaccia30.90956612650.9095661265

    Delphos145000000.53113801198736516002224331935170.50047513464.38356164381.95950314941.70477029472.42405849450.25473285470.38890072350.08182057350.03657475010.87000130380.03182008020.49952486540.3889007235622.24115755630.08182057350.03657475010.08182057350.08284654310.073219078Delphos_120.87000130380.91924169390.8700013038

    Delphos145000000.53113801198836616001700411547370.60057016154.37158469951.49386783341.35941700492.87771686610.13445082850.31096663990.08182057350.02795991190.90999817690.02544346880.39942983850.3109666399496.18720678930.08182057350.02795991190.08182057350.0699995573Delphos_120.90999817690.9099981769

    Delphos145000000.5311380119893651612.1563065282758750.2177522354.41686575342.70033035282.43029555571.71653540060.27003479720.55023079520.08182057350.05002247990.89999934750.04502019920.7822477650.5502307952887.05787781350.08182057350.05002247990.08182057350.0639471049Delphos_120.89999934750.8999993475

    Delphos145000000.5311380119903651692.9973096392724820.27517387364.63834794522.72773642252.40040523281.91061152270.32733118970.51751297250.08182057350.04811733860.87999896650.04234320820.72482612640.5175129725876.14790996780.08182057350.04811733860.08182057350.0663846636Delphos_120.87999896650.8799989665

    Delphos145000000.5311380119913651607.3532748872391520.44252873564.40370684932.42159186012.10678764921.98211498920.31480421090.47841232880.08182057350.04499301190.87000112770.03914397110.55747126440.4784123288768.97749196140.08182057350.04499301190.0818205735Delphos_120.87000112770.8700011277

    Delphos145000000.5311380119923661539.7772407412046300.53550921734.20704098362.11499130251.79774392492.09204968110.31724737760.42731790160.08182057350.04113337670.85000062310.03496339580.46449078270.4273179016656.17653260240.08182057350.04113337670.0818205735Delphos_120.85000062310.8500006231

    Delphos145000000.5311380119933651495.0111911421701160.58079945344.09592054791.68384794961.49862132762.41207259830.1852266220.36588144470.08182057350.03363673770.88999801190.02993662970.41920054660.3658814447546.99678456590.08182057350.03363673770.0818205735Delphos_120.88999801190.8899980119

    Delphos145000000.5311380119943651593289731256864.1081911130.2844.36438356162.55235871912.26282084471.81202484250.28953787440.51847433040.08182057350.04784993150.88656066560.04242186710.7160.5184743304825.92960833160.08182057350.04784993150.08182057350.0668295132Delphos_120.88656066560.8865606656

    Delphos145000000.5311380119953651722291963263138.4382703490.3364.71780821922.57202131882.31809398122.14578690040.25392733760.49134976950.08182057350.04460636160.90127323760.04020251990.6640.4913497695846.10430312010.08182057350.04460636160.08182057350.0671782554Delphos_120.90127323760.9012732376

    Delphos145000000.5311380119962751312221555200096.9150878230.3644.77090909092.59052908512.33963069382.18038000580.25089839130.4903951530.08182057350.04442729290.90314781920.04012441270.6360.490395153853.96520323950.08182057350.04442729290.08182057350.0698542341Delphos_120.90314781920.9031478192

    Delphos145000000.5311380119973651737300771268011.8509330810.344.75890410962.64961458842.36102586382.10928952120.28858872450.496128060.08182057350.04555523290.89108275380.04059348240.660.49612806861.77444029930.08182057350.04555523290.08182057350.0690230802Delphos_120.89108275380.8910827538

    Delphos145000000.5311380119983651663303544261081.4120442250.3214.55616438362.6740430782.29997279691.88212130560.37407028110.50480461270.08182057350.0480210370.86011060030.04130340290.6790.5048046127839.49007088180.08182057350.0480210370.08182057350.0707231767Delphos_120.86011060030.8601106003

    Delphos145000000.5311380119993651722219524175618.9976075120.4254.71780821921.93387658021.54709948122.7839316390.3867770990.32792759040.08182057350.03353906810.7999990780.02683122350.5750.3279275904564.69131063510.08182057350.03353906810.08182057350.0685731848Delphos_240.91855444050.91855444050.8843477195

    Delphos145000000.53113801200036615726878455027.20.7924.29508196720.60429075960.48343260773.69079120760.12085815190.11255492010.08182057350.01151163510.80.00920930810.2080.1125549201176.45290179750.08182057350.01151163510.0818205735Delphos_240.93023548910.9302354891

    Delphos225000000.61293.12561199236616002672462454800.3654.37158469952.49123278022.28833293251.88035191930.20289984770.52345615830.11444748150.06522012890.91855444050.0599082390.6350.5234561583835.24152035990.11444748150.06522012890.11444748150.1027088643Delphos_240.92505696520.9250569652

    Delphos225000000.61293.12561199336515803173822952400.2294.32876712332.966699852.75972948591.36206727330.2069703640.63753244450.11444748150.07843603420.93023548910.07296398260.7710.63753244451007.30126236780.11444748150.07843603420.11444748150.1017328589Delphos_240.92558789710.9255878971

    Delphos225000000.61293.12561199436516202071441916200.4844.43835616441.93626000761.79115080642.50209615680.14510920110.40356175580.11444748150.04992841340.92505696520.04618662660.5160.4035617558653.77004435350.11444748150.04992841340.11444748150.096760491Delphos_240.91021016480.9102101648

    Delphos225000000.61293.12561199536517462339272165200.454.78356164382.18661170392.02390132872.59694993990.16271037520.42309506590.11444748150.05231503660.92558789710.04842216470.550.4230950659738.72398498810.11444748150.05231503660.11444748150.0951182483Delphos_240.92864768110.9286476811

    Delphos225000000.61293.12561199636616253240792949800.2454.43989071043.02102268382.74976555491.41886802650.27125712890.61933181110.11444748150.07787318660.91021016480.0708809660.7550.61933181111003.66442755320.11444748150.07787318660.11444748150.1031432935Delphos_240.91653971840.9165397184

    Delphos225000000.61293.12561199736517312782112583600.4264.74246575342.6005524322.41499698552.14191332150.18555544650.50922813380.11444748150.06275779130.92864768110.05827987740.5740.5092281338881.47389969290.11444748150.06275779130.11444748150.1093341313Serre60.88737261630.9221189080.8873726163

    Delphos225000000.61293.12561199836516971627961492090.6634.64931506851.52172104521.39471777833.12759402330.12700326690.29998349390.11444748150.03745866620.91653971840.03433235530.3370.2999834939509.07198908220.11444748150.03745866620.11444748150.1111533121Serre60.93777639680.9377763968

    Delphos225000000.61293.125611999365172470569564550.8514.72328767120.65963741390.52770806174.06365025730.13192935230.11172473460.11444748150.01598332470.79999716590.01278661450.1490.1117247346192.61344251110.11444748150.01598332470.11444748150.1028501713Serre60.93121710290.9635948583

    Delphos225000000.61293.125612000366170588828710620.784.65846994540.82804317140.66243080843.83042677390.1656123630.14219922340.11444748150.02034304320.79999549690.0162743430.220.1421992234241.78724507010.11444748150.02034304320.1144474815Serre60.9311029370.9312171029

    Serre200000000.5929702664619953651673266193723621300.3354.58356164382.45554817582.17898620912.1280134680.27656196670.47539149210.11146138260.05971312610.88737261630.0529877930.6650.4753914921795.329966330.11146138260.05971312610.1114613826Serre60.94135022430.931102937

    Serre200000000.5929702664619963661738363019834043140.0354.74863387983.33958712813.13178598371.40904675170.20780114440.65951304370.11146138260.07838780750.93777639680.07351023570.9650.65951304371143.101884050.11146138260.07838780750.11146138260.0812308886Altanurra70.91743119270.91743119270.9413502243

    Serre200000000.5929702664619973651783376293036259400.0434.88493150683.47117752873.34480881881.41375397810.12636870990.68471969650.11146138260.07920320810.96359485830.0763198040.9570.68471969651220.85521885520.11146138260.07920320810.11146138260.0827619729Vulcano_110.85728525360.85728525360.9320690226

    Serre200000000.5929702664619983651705369714034428400.054.67123287673.41048844613.17590517041.26074443060.23458327570.67988585760.11146138260.08137846420.93121710290.07578101770.950.67988585761159.20538720540.11146138260.08137846420.11146138260.0856615413Vasto50.9050.905

    Serre200000000.5929702664619993651729373267034755000.0374.73698630143.44326368713.20603293211.29372261430.2372307550.67680857150.11146138260.08102006350.9311029370.07543801910.9630.67680857151170.2020202020.11146138260.08102006350.11146138260.0841329839Vasto50.9090.909

    Serre200000000.59297026646200036617333798480357570004.73497267763.49439752723.2894518961.24057515040.20494563120.69471401840.11146138260.08225821060.94135022430.07743378510.69471401841200.64994204340.11146138260.08225821060.11146138260.0822582106Vasto50.9010.901

    Altanurra8000000.798.38651997365162397991899000.2554.44657534252.73111386732.50560905251.71546147520.22550481470.56349186950.11364161850.06979937960.91743119270.06403612810.7450.5634918695914.54730417090.11364161850.06979937960.11364161850.09369044240.0832091195Vasto50.9120.912

    Vulcano116000000.3580.1117019973651739102330877260.0094.76438356163.50007695863.0005643631.2643066030.49951259560.629790680.06846153850.05029415670.85728525360.04311643890.9910.629790681095.20599250940.06846153850.05029415670.06846153850.05075091490.90675

    Vasto80000000.51001.5879219973651708973458.5635359128809800.294.67945205482.66301524032.41002879242.01643681450.25298644780.51502371740.11391037310.06482491030.9050.05866654380.710.5150237174879.66050923610.11391037310.06482491030.11391037310.0913026905

    Vasto80000000.51001.58792199836516671126853.6853685410243100.154.56712328773.08264640132.80212557881.48447688640.28052082250.61354279320.11391037310.07688546590.9090.06988888850.850.61354279321022.77583624560.11391037310.07688546590.11391037310.0904534892

    Vasto80000000.51001.58792199936516881299251.9422863511706260.034.62465753423.5542629683.20239093411.07039456630.35187203380.6924601250.11391037310.08754538420.9010.07887839120.970.6924601251168.87269096360.11391037310.08754538420.11391037310.0902529734

    Vasto80000000.51001.58792200036616601296144.73684211118208404.53551912573.536074953.22490035440.99944417570.31117459560.71103224680.11391037310.08880915410.9120.080993948510.71103224681177.08862935110.11391037310.08880915410.11391037310.0888091541

    0.5084708611819.24225603680.0902045768

    0

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    80%

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    eta=ea/hi/sup

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    eta corre

    Nominal array efficiency (%)

    Mean array efficiency (%)

    0

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    operational efficienci of inverters

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    Mean operational efficiency of inverters

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    mean eff.

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    mean efficiency (%)

    mean eff. / nominal eff.

    Mean array efficiency

    pnomsupYeart_MAHiEAEIOOYr,dYA,dYf,dLc,dLs,dLtot,dPReta Aeta inveta totYr=hi/tmaYa=ea/tma/pYf=eio/tma/pLc=yr-yaLs=ya-yfPr=yf/yreta=ea/hi/supeta inv=ei/eaetot=eta*etiOavail= 1-OPr=yf/yrYfannualYfxYfyPRxPRyYr=hi/tmaYf=eio/tma/pYfPR

    Casaccia100.386519923661352100848923000.0513.692.752.510.950.231.180.6810.0860.9150.0793.692.752.510.950.230.6810.0860.9150.0790.0510.9490.681917.724967175500a3.6939890712.5143149786176.45290179750.112

    100.3865199336515081093701007000.0184.132.992.751.140.241.380.6660.0840.9210.0774.132.992.751.140.240.6660.0840.9210.0770.0180.9820.6661003.988035892315020.10004.13150684932.7506521531192.61344251110.113

    100.38651994365145999917929000.02742.732.541.270.191.460.6350.0790.930.0744.002.732.541.270.190.6350.0790.9300.0740.0270.9730.635926.22133599225010.15033.9972602742.5375927013241.78724507010.142

    100.38651995335115377952715000.1813.162.131.951.030.181.210.6180.0780.9170.0723.442.322.131.120.190.6180.0780.9170.0720.1810.8190.618776.699751491835000.20003.44179104482.1279445246496.18720678930.300

    100.38651996366132787404801000.063.632.382.181.250.21.440.6020.0760.9160.073.632.382.181.240.200.6020.0760.9160.0700.060.9400.602796.422208783545010.25003.62568306012.1819786542509.07198908220.311

    100.38651997365143463758591270.3373.931.741.622.190.132.310.4110.0510.9270.0483.931.741.622.190.130.4110.0510.9270.0480.3370.6630.411589.501495513555050.30013.92876712331.6150725904519.01672033080.328

    100.38651998365144073380671000.243.9421.831.940.172.110.4650.0590.9140.0543.952.001.831.940.170.4650.0590.9140.0540.240.7600.465668.993020937265040.35023.94520547951.8328575916546.99678456590.350

    100.3865199936514541103401017800.0033.983.012.780.970.231.20.6980.0880.9220.0813.983.012.780.970.230.6980.0880.9220.0810.0030.9970.6981014.755732801675050.40033.98356164382.7801526926564.69131063510.366

    100.38652000366148557390522000.3484.061.561.422.490.142.640.350.0450.910.0414.061.561.422.490.140.3500.0450.9100.0410.3480.6520.350519.0167203308850100.45044.05737704921.4219636173589.50149551350.389

    Delphos13113801198736516002224331935170.50047513464.381.961.702.420.250.3890.0370.8700.0320.50047513460.5000.389622.241157556395030.50064.38356164381.7047702947622.24115755630.404

    3113801198836616001700411547370.60057016154.371.491.362.880.130.3110.0280.9100.0250.60057016150.3990.311496.1872067893105060.55064.37158469951.3594170049653.77004435350.411

    3113801198936516123065282758750.2177522354.422.702.431.720.270.5500.0500.9000.0450.2177522350.7820.550887.0578778135115050.60024.41686575342.4302955557656.17653260240.423

    3113801199036516933096392724820.27517387364.642.732.401.910.330.5180.0480.8800.0420.27517387360.7250.518876.1479099678125020.65074.63834794522.4004052328668.99302093720.427

    3113801199136516072748872391520.44252873564.402.422.111.980.310.4780.0450.8700.0390.44252873560.5570.478768.9774919614135000.70094.40370684932.1067876492738.72398498810.465

    3113801199236615402407412046300.53550921734.212.111.802.090.320.4270.0410.8500.0350.53550921730.4640.427656.17653260240.75014.20704098361.7977439249768.97749196140.475

    3113801199336514951911421701160.58079945344.101.681.502.410.190.3660.0340.8900.0300.58079945340.4190.366546.99678456590.80004.09592054791.4986213276776.69975149180.478

    3113801199436515932897312568640.2844.362.552.011.810.542.350.460.0480.8870.0384.362.552.261.810.290.5180.0480.8870.0420.2840.7160.518825.92960833160.85004.36438356162.2628208447795.329966330.490

    3113801199536517222919632631380.3364.722.571.952.150.622.770.4140.0450.9010.0344.722.572.322.150.250.4910.0450.9010.0400.3360.6640.491846.10430312010.90004.71780821922.3180939812796.42220878350.491

    3113801199627513122215552000970.3644.772.592.142.180.452.630.4490.0440.9030.0374.772.592.342.180.250.4900.0440.9030.0400.3640.6360.490853.96520323954.77090909092.3396306938825.92960833160.496

    3113801199736517373007712680120.344.762.652.152.110.52.610.4520.0460.8910.0374.762.652.362.110.290.4960.0460.8910.0410.340.6600.496861.77444029934.75890410962.3610258638835.24152035990.505

    3113801199836516633035442610810.3214.562.672.021.880.662.540.4420.0480.860.0364.562.672.301.880.370.5050.0480.8600.0410.3210.6790.505839.49007088184.55616438362.2999727969839.49007088180.509

    3113801199936517222195241756190.4254.721.931.532.780.413.190.3240.0340.80.0274.721.931.552.780.390.3280.0340.8000.0270.4250.5750.328564.69131063514.71780821921.5470994812846.10430312010.515

    31138012000366157268784550270.7924.30.60.473.690.133.830.1090.0120.80.0094.300.600.483.690.120.1130.0120.8000.0090.7920.2080.113176.45290179754.29508196720.4834326077853.96520323950.518

    Delphos2293.12561199236616002672462454800.3654.372.492.291.880.22.080.5240.0650.920.064.372.492.291.880.200.5230.0650.9190.0600.3650.6350.523835.24152035994.37158469952.2883329325861.77444029930.518

    293.12561199336515803173822952400.2294.332.972.761.360.211.570.6370.0780.9310.0734.332.972.761.360.210.6380.0780.9300.0730.2290.7710.6381007.3012623678a4.32876712332.7597294859876.14790996780.523

    293.12561199436516202071441916200.4844.441.941.792.50.152.650.4030.050.9250.0464.441.941.792.500.150.4040.0500.9250.0460.4840.5160.404653.7700443535.1004.43835616441.7911508064879.66050923610.550

    293.12561199536517462339272165200.454.782.192.022.60.162.760.4230.0520.9260.0484.782.192.022.600.160.4230.0520.9260.0480.450.5500.423738.7239849881.1534.78356164382.0239013287881.47389969290.563

    293.12561199636616253240792949800.2454.443.022.751.420.271.690.6190.0780.9110.0714.443.022.751.420.270.6190.0780.9100.0710.2450.7550.6191003.6644275532.2004.43989071042.7497655549887.05787781350.602

    293.12561199736517312782112583600.4264.742.62.412.140.192.330.5090.0630.9290.0584.742.602.412.140.190.5090.0630.9290.0580.4260.5740.509881.4738996929.2504.74246575342.4149969855914.54730417090.614

    293.12561199836516971627961492090.6634.651.521.393.130.133.250.30.0370.9170.0344.651.521.393.130.130.3000.0370.9170.0340.6630.3370.300509.0719890822.3014.64931506851.3947177783917.7249671750.618

    293.125611999365172470569564550.8514.720.660.534.060.134.20.1120.0160.80.0134.720.660.534.060.130.1120.0160.8000.0130.8510.1490.112192.6134425111.3524.72328767120.5277080617926.2213359920.619

    293.125612000366170588828710620.784.660.830.663.830.1740.1420.020.80.0164.660.830.663.830.170.1420.0200.8000.0160.780.2200.142241.7872450701.4034.65846994540.66243080841003.66442755320.630

    Serre29702664619953651673266193723621300.3354.582.462.182.130.282.40.4750.0540.8870.0484.582.462.182.130.280.4750.0600.8870.0530.3350.6650.475795.32996633.4544.58356164382.17898620911003.98803589230.635

    29702664619963661738363019834043140.0354.753.343.131.410.211.620.660.070.9380.0664.753.343.131.410.210.6600.0780.9380.0740.0350.9650.6601143.10188405.5064.74863387983.13178598371007.30126236780.638

    29702664619973651783376293036259400.0434.893.473.341.410.131.540.6850.0710.9640.0694.883.473.341.410.130.6850.0790.9640.0760.0430.9570.6851220.8552188552.5564.88493150683.34480881881014.75573280160.660

    29702664619983651705369714034428400.054.673.413.181.260.231.490.680.0730.9310.0684.673.413.181.260.230.6800.0810.9310.0760.050.9500.6801159.2053872054.6024.67123287673.17590517041022.77583624560.666

    29702664619993651729373267034755000.0374.743.443.211.290.241.530.6770.0730.9310.0684.743.443.211.290.240.6770.0810.9310.0750.0370.9630.6771170.202020202.6574.73698630143.20603293211095.20599250940.677

    297026646200036617333798480357570004.733.493.291.240.21.450.6950.0740.9410.074.733.493.291.240.200.6950.0820.9410.07701.0000.6951200.6499420434.7094.73497267763.2894518961143.101884050.680

    Altanurra98.38651997365162397991899000.2554.452.732.511.720.231.940.5630.070.9170.0644.452.732.511.720.230.5630.0700.9170.0640.2550.7450.563914.5473041709.7514.44657534252.50560905251159.20538720540.681

    Vulcano80.1117019973651739102330877260.0094.763.531.260.51.760.630.050.8570.0434.763.503.001.260.500.6300.0500.8570.0430.0090.9910.6301095.2059925094.8004.76438356163.0005643631168.87269096360.685

    Vasto1001.58792199736517089734598809800.294.682.662.412.020.250.5150.0650.9050.0590.290.7100.515879.6605092361.8504.67945205482.41002879241170.2020202020.692

    1001.58792199836516671126853.6853685410243100.154.573.082.801.480.280.6140.0770.9090.0700.150.8500.6141022.77583624564.56712328772.80212557881177.08862935110.695

    1001.58792199936516881299251.9422863511706260.034.623.553.201.070.350.6920.0880.9010.0790.030.9700.6921168.87269096364.62465753423.20239093411200.64994204340.698

    1001.58792200036616601296144.73684211118208404.543.543.221.000.310.7110.0890.9120.08101.0000.7111177.08862935114.53551912573.22490035441220.85521885520.711

    0.508819.2422560368

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    Yfy

    annual final yield (h/y)

    annual datasete

    Frequency distribution of annual final yields for 7 grid connected systems with a total of 44 years of operation (1987 - 2000) (Average annual final yield: 820 h/y)

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    0

    a

    Performance ratio

    annual datasets

    Frequency distribution of annual performance ratio for 7 grid-connected systems with a total of 44 years of operation (1987 - 2000)(Average value: 0.51)

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    casaccia100.386519923661352100848923000.0513.6942.7472.5140.9470.2330.6810.08620.9150.07890.949920.2

    100.3865199336515081093701007000.0184.1322.9872.7511.1440.2370.6660.08380.9210.07720.9821004.0

    100.38651994365145999917929000.0273.9972.7292.5381.2680.1920.6350.07920.9300.07360.973926.2

    100.38651995335115377952715000.1813.4422.3202.1281.1220.1920.6180.07820.9170.07170.819712.9

    100.38651996366132787404801000.063.6262.3812.1821.2450.1990.6020.07610.9160.06980.940798.6

    100.38651997365143463758591270.3373.9291.7421.6152.1870.1260.4110.05140.9270.04770.663589.5

    100.38651998365144073380671000.243.9452.0041.8331.9410.1720.4650.05890.9140.05390.760669.0

    100.3865199936514541103401017800.0033.9843.0142.7800.9700.2340.6980.08770.9220.08090.9971014.8

    100.38652000366148557390522000.3484.0571.5631.4222.4940.1410.3500.04470.9100.04060.652520.4

    delphos13113801198736516002224331935170.54.3841.9601.7052.4240.2550.3890.03660.8700.03180.500622.2

    3113801198836616001700411547370.6014.3721.4941.3592.8780.1340.3110.02800.9100.02540.399497.5

    3113801198936516123065282758750.2184.4162.7002.4301.7160.2700.5500.05000.9000.04500.782887.1

    3113801199036516933096392724820.2754.6382.7282.4001.9110.3270.5180.04810.8800.04230.725876.1

    3113801199136516072748872391520.4434.4032.4222.1071.9810.3150.4790.04500.8700.03920.557769.0

    3113801199236615402407412046300.5364.2082.1151.7982.0930.3170.4270.04110.8500.03500.464658.0

    3113801199336514951911421701160.5814.0961.6841.4992.4120.1850.3660.03360.8900.02990.419547.0

    3113801199436515932897312568640.2844.3642.5522.2631.8120.2900.5180.04780.8870.04240.716825.9

    3113801199536517222919632631380.3364.7182.5722.3182.1460.2540.4910.04460.9010.04020.664846.1

    3113801199627513122215552000970.3644.7712.5912.3402.1800.2510.4900.04440.9030.04010.636643.4

    3113801199736517373007712680120.344.7592.6502.3612.1090.2890.4960.04560.8910.04060.660861.8

    3113801199836516633035442610810.3214.5562.6742.3001.8820.3740.5050.04800.8600.04130.679839.5

    3113801199936517222195241756190.4254.7181.9341.5472.7840.3870.3280.03350.8000.02680.575564.7

    31138012000366157268784550270.7924.2950.6040.4833.6910.1210.1130.01150.8000.00920.208176.9

    delphos2293.12561199236616002672462454800.3654.3722.4912.2881.8800.2030.5230.06520.9190.05990.635837.5

    293.12561199336515803173822952400.2294.3292.9672.7601.3620.2070.6380.07840.9300.07300.7711007.3

    293.12561199436516202071441916200.4844.4381.9361.7912.5020.1450.4040.04990.9250.04620.516653.8

    293.12561199536517462339272165200.454.7842.1872.0242.5970.1630.4230.05230.9260.04840.550738.7

    293.12561199636616253240792949800.2454.4403.0212.7501.4190.2710.6190.07790.9100.07090.7551006.4

    293.12561199736517312782112583600.4264.7422.6012.4152.1420.1860.5090.06280.9290.05830.574881.5

    293.12561199836516971627961492090.6634.6491.5221.3953.1280.1270.3000.03750.9170.03430.337509.1

    293.125611999365172470569564550.8514.7230.6600.5284.0640.1320.1120.01600.8000.01280.149192.6

    293.125612000366170588828710620.784.6580.8280.6623.8300.1660.1420.02030.8000.01630.220242.4

    serre29702664619953651673266193723621300.3354.5842.4562.1792.1280.2770.4750.05970.8870.05300.665795.3

    29702664619963661738363019834043140.0354.7493.3403.1321.4090.2080.6600.07840.9380.07350.9651146.2

    29702664619973651783376293036259400.0434.8853.4713.3451.4140.1260.6850.07920.9640.07630.9571220.9

    29702664619983651705369714034428400.054.6713.4103.1761.2610.2350.6800.08140.9310.07580.9501159.2

    29702664619993651729373267034755000.0374.7373.4433.2061.2940.2370.6770.08100.9310.07540.9631170.2

    297026646200036617333798480357570004.7353.4943.2891.2410.2050.6950.08230.9410.07741.0001203.9

    altanurra98.38651997365162397991899000.2554.4472.7312.5061.7150.2260.5630.06980.9170.06400.745914.5

    vulcano180.1117019973651739102330877260.0094.7643.5003.0011.2640.5000.6300.05030.8570.04310.9911095.2

    elio10028792199736517089734598809800.294.6792.6622.4092.0180.2530.5150.06480.9050.05870.710879.2

    1002879219983651667112685410243100.154.5673.0812.8011.4860.2800.6130.07690.9090.06990.8501022.3

    1002879219993651688129925211706260.034.6253.5523.2011.0720.3520.6920.08750.9010.07890.9701168.3

    10028792200036616601296145118208404.5363.5343.2231.0010.3110.7110.08880.9120.08101.0001179.7

    off-grid domesticoff-gri non-domesticon-grid distributedon-grid centralised

    19848080vulcano1

    198580

    1986380300delphos1

    1987380

    1988380

    1989380

    1990380

    1991780300casaccia, delphos2

    off-grid domesticoff-gri non-domesticon-grid distributedon-grid centralised

    199239503750100680680780

    199343504150100348028002650elio, serre1-5

    199447004650150459011101320serre 6-9

    199548304780335585012601286leonori, lamezia, carloforte

    19964962479240458500100altanurra

    1997505248146776166316310mandatoriccio, autosole

    1998521051007806590424430vulcano2, serre10

    19995220564090567151250

    2000524058901155671500

    67156876

    The cumulative installed PV power

    off-gridon-grid distributedon-grid centralised

    1984100008080vulcano180

    19851500080

    198640200380300delphos1300

    198753500380

    198857000380

    198961000380

    199068000380

    1991730050780400casaccia, delphos2100+300

    19927700100780680780

    19938500100343026502650elio, serre1-51000+1650

    19949350150475013201320serre 6-91320

    19959610335603612861286leonori, lamezia, carloforte86+600+600

    199697544046136100100altanurra100

    199798666776446310310mandatoriccio, autosole216+94

    1998103107806876430430vulcano2, serre10100+330

    199910860905687600

    2000111301155687600

    67766876

    off-gridon-grid distributedon-grid centralised

    1984100.08

    19851.500.08

    19864.0200.38

    19875.3500.38

    19885.700.38

    19896.100.38

    19906.800.38

    19917.30.050.78

    19927.70.10.78

    19938.50.13.43

    19949.350.154.75

    19959.610.3356.036

    19969.7540.4046.136

    19979.8660.6776.446

    199810.310.786.876

    199910.860.9056.876

    200011.131.1556.876

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    off-grid

    on-grid distributed

    on-grid centralised

    MW

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    off-grid

    on-grid distributed

    on-grid centralised

    MW

    Vulcano_1 (S.A.)Vulcano_1 (G.C.)Vulcano_2 (G.C.)

    198566.670.000.0066.6666

    198643.7626.500.00136.92294

    198727.3570.090.00234.35874

    198835.0425.640.00295.04244

    198923.4230.770.00349.23042

    19909.4076.070.00434.70042

    19912.5688.030.00525.29862

    199234.190.000.00559.48662

    199355.560.000.00615.04212

    199446.1521.370.00682.56342

    199533.333.420.00719.31552

    19969.4070.090.00798.80262

    19970.6887.180.00886.66578

    199812.8273.500.00972.99048

    199950.4327.8689.741141.0245

    20000.0040.1759.831241.0244

    450.77640.68149.57

    YearMontht_MAOHiEAEIIEIOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annualYearMontht_MAHiEAEIOEL

    19971310.3110.67155155253.570.06242197250.01006806013.50757802750.05235391240.00282018490.001197060.16129032260.7sumsumsumsum

    19972280.01127.684928492843804.562.19725343321.95291599792.36274656680.24433743530.42827105220.0329884540.88879870130.99dkWh/mkWhkWh

    19973310.01163.379486948682125.273.82022471913.30715637711.44977528090.5130683420.62754390460.04962779160.86569681640.99F200F202F215F216

    19974300152.41149011490105785.084.78152309614.40199750310.29847690390.3795255930.86653494160.06443906050.92062663191

    19975310202.741488014880139726.545.99250936335.6268374210.54749063670.36567194230.86037269430.0627303380.93897849461198613092.383782011470

    19976300.01175.87500750061945.863.12109862672.57761131922.73890137330.54348730750.43986541280.0364633470.82586666670.991986228100.241708012432

    19977310193.441286512865119866.245.18102372034.82703072771.05897627970.35399299260.77356261660.05684308570.931675087411986331138.88582809331

    19978310172.67104471044798595.574.20724094883.97044017561.36275905120.23680077320.71282588430.05171170340.943715899311986428171600006840

    19979300.01144105301053081114.84.38202247193.37536412820.41797752811.00665834370.703200860.06250.77027540360.991986525155.31430905549

    199710310.02133.927688768850534.323.09612983772.03495630461.22387016231.06117353310.47105470010.04906616020.65725806450.981986630180.6441004440

    199711300.0583.76750675055602.792.8089887642.3137744486-0.0189887640.49521431540.82930983820.06892748830.82370370370.951986724193.75691306913

    19971231078.125611561150062.522.25967540572.01602835170.26032459430.24364705410.80001125070.06138922810.892176082711986829190.657812010106

    1738.51102330889361986930170.7978009780

    19861018106.02325503255

    Irr horizontalIrr on planePV array prodSys not availEldcEiiEio = Etu1986113095.7396003960

    kWh/m2/dkWh/m2/dkWh/d%kWhkWhkWh1986123182.465580010385

    Year 1997198713098.273782011470

    Jan3.57530.51592531110.671551997131110.6715525198722884.561708012432

    Feb4.5617614926438028127.6849281997228127.68492843801987331138.88582809331

    Mar5.273061.39471821231163.3794861997331163.37948682121987428171600006840

    Apr5.083830115001057830152.4114901997430152.411490105781987525155.31430905549

    May6.544800.3148801397231202.74148801997531202.7414880139721987630175.5441004440

    Jun5.8625017506619430175.875001997630175.8750061941987724197.78691306913

    Jul6.244150128731198631193.44128651997731193.4412865119861987829202.127812010106

    Aug5.57337010447985931172.67104471997831172.671044798591987930177.6978009780

    Sep4.835111053981113014410530199793014410530811119871018163.99325503255

    Oct4.322482.97685505331133.92768819971031133.927688505319871130105.3396003960

    Nov2.792255.4676045523083.767501997113083.7675045521987123198.585580010385

    Dec2.521810.3559948043178.1256111997123178.12561148041994117101.68381303317

    1994226104.16733605740

    1994331173.911063308246

    1994425148.2975007650

    1994530181.971072608835

    1994627184.5993007440

    1994719182.99920011904

    1994826201.51016808866

    1994920176.747700570

    19941031149.111060204650

    1994112198.1687001950

    1994123199.269130248

    1997131110.6715525

    1997228127.6849284380

    1997331163.3794868212

    1997430152.41149010578

    1997531202.741488013972

    1997630175.875006194

    1997731193.441286511986

    1997831172.67104479859

    1997930144105308111

    19971031133.9276885053

    1997113083.767504552

    1997123178.1256114804

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    Vulcano_1 (S.A.)

    Vulcano_1 (G.C.)

    Vulcano_2 (G.C.)

    MWh

    Grafico10

    5.10.74

    6.80.83

    8.280.71

    8.80.77

    90.79

    8.320.74

    9.370.82

    mean eff.

    R

    efficiency (%)

    mean eff. / nominal eff.

    PV genearator efficiency

    en cas

    9230092300

    100700193000

    92900285900

    71500357400

    80100437500

    59127496627

    67100563727

    101780665507

    52200717707

    82293800000

    &A

    Page &P

    Energy produced

    Cumulated energy

    Energy produced in annual steps (MWh)

    Cumulate energy (MWh)

    ENERGY PRODUCED BY CASACCIA PLANT

    avail cas

    0.652

    0.997

    0.76

    0.663

    0.94

    0.819

    0.973

    0.982

    0.949

    JAN: control software bugs; MAY: 2 modules glass cracking; OCT: by pass diode failure

    MAR: filtering system uprading; DEC: signal conditioner failure

    FEB: ground fault; MAR dc switch failure

    MAY-JUN: inverter control board failure; NOV: p.f.capacitor failure

    FEB: tyristor replacement; MAY-JUN: 1 array box failure

    APR-MAY: 1 array box failure; MAY-JUN: inverter failure;JUL: ac switch gear repair; AUG-SEP: 1 array box failure

    JAN: ground fault in 4 modules; MAR-SEP: 2 array boxes fire

    MAY: ground fault in 5 modules

    JAN: ground fault in 3 modules: APR: ac switch gear repair;JUN-SEP: acswitch gear replacement

    availability

    CASACCIA PLANT: AVAILABILITY AND EVENTS

    casacc

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    casaccia100.38651992366135210084892300923000.0513.6939890712.74716833112.51431497860.946820740.23285335250.68065035660.08623319770.91523877520.07892396620.949920.2392821535

    100.3865199336515081093701007001930000.0184.13150684932.98747592842.75065215311.14403092090.23682377520.66577455960.08384569390.92072780470.07719906170.9821003.9880358923

    100.38651994365145999917929002859000.0273.9972602742.7292642622.53759270131.2679960120.19167156070.63483299250.07917133840.92977171050.07361127070.973926.221335992

    100.38651995335115377952715003574000.1813.44179104482.31996547672.12794452461.12182556810.19202095210.61826662250.07815951350.91723111660.07169033780.819712.8614157527

    100.38651996366132787404801004375000.063.62568306012.38094459792.18197865421.24473846220.19896594370.60181174640.07614550620.91643403050.06978233310.94798.6041874377

    100.38651997365143463758591274966270.3373.92876712331.74156981111.61507259042.18719731220.12649722070.4110889090.05140074650.92736597760.04766730360.663589.5014955135

    100.38651998365144073380671005637270.243.94520547952.00439776561.83285759161.94080771380.1715401740.46457848680.0589113680.91441809760.05386962110.76668.9930209372

    100.3865199936514541103401017806655070.0033.98356164383.01397178332.78015269260.96958986060.23381909070.69790628120.0877308760.92242160590.08092485550.9971014.7557328016

    100.38652000366148557390522007177070.3484.05737704921.56334275861.42196361732.49403429060.14137914130.35046376020.04467799380.90956612650.04063758980.652520.4386839482

    8000000.1405555556

    Energy producedCumulated energy

    19929230092300YfLcLsPRav.availability

    199310070019300019922.51431497860.946820740.232853352519920.680650356694.920000.652

    19949290028590019932.75065215311.14403092090.236823775219930.665774559698.219990.997

    19957150035740019942.53759270131.2679960120.191671560719940.634832992597.319980.76

    19968010043750019952.12794452461.12182556810.192020952119950.618266622581.919970.663

    19975912749662719962.18197865421.24473846220.198965943719960.60181174649419960.94

    19986710056372719971.61507259042.18719731220.126497220719970.41108890966.319950.819

    199910178066550719981.83285759161.94080771380.17154017419980.46457848687619940.973

    20005220071770719992.78015269260.96958986060.233819090719990.697906281299.719930.982

    2001 (7)8229380000020001.42196361732.49403429060.141379141320000.350463760265.219920.949

    19.7625295039

    casacc

    000

    000

    000

    000

    000

    000

    000

    000

    000

    Yf

    Lc

    Ls

    aa

    delph1

    00

    00

    00

    00

    00

    00

    00

    00

    00

    &A

    Page &P

    PR

    av.

    Performance ratio

    Availability (%)

    delph2

    PnomsupYeart-MAHiEaEioOYr=Hi/tmaYa=Ea/tma/PYf=Eio/tma/PLc=Yr-YaLs=Ya-YfPr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    delphos13113801198736516002224331935170.54.3841.9601.7052.4240.2550.3890.03660.8700.03180.500622.2

    3113801198836616001700411547370.6014.3721.4941.3592.8780.1340.3110.02800.9100.02540.399497.5

    3113801198936516123065282758750.2184.4162.7002.4301.7160.2700.5500.05000.9000.04500.782887.1

    3113801199036516933096392724820.2754.6382.7282.4001.9110.3270.5180.04810.8800.04230.725876.1

    3113801199136516072748872391520.4434.4032.4222.1071.9810.3150.4790.04500.8700.03920.557769.0

    3113801199236615402407412046300.5364.2082.1151.7982.0930.3170.4270.04110.8500.03500.464658.0

    3113801199336514951911421701160.5814.0961.6841.4992.4120.1850.3660.03360.8900.02990.419547.0

    3113801199436515932897312568640.2844.3642.5522.2631.8120.2900.5180.04780.8870.04240.716825.9

    3113801199536517222919632631380.3364.7182.5722.3182.1460.2540.4910.04460.9010.04020.664846.1

    3113801199627513122215552000970.3644.7712.5912.3402.1800.2510.4900.04440.9030.04010.636643.4

    3113801199736517373007712680120.344.7592.6502.3612.1090.2890.4960.04560.8910.04060.660861.8

    3113801199836516633035442610810.3214.5562.6742.3001.8820.3740.5050.04800.8600.04130.679839.5

    3113801199936517222195241756190.4254.7181.9341.5472.7840.3870.3280.03350.8000.02680.575564.7

    31138012000366157268784550270.7924.2950.6040.4833.6910.1210.1130.01150.8000.00920.208176.9

    2990347

    3113801199436515932897312280500.2844.3642.5522.0091.8120.5430.4600.04780.7870.03770.716733.3

    3113801199536517222919632215600.3364.7182.5721.9522.1460.6200.4140.04460.7590.03390.664712.4

    3113801199627513122215551830500.3644.7712.5912.1402.1800.4500.4490.04440.8260.03670.636588.6

    3113801199736517373007712443340.344.7592.6502.1522.1090.4970.4520.04560.8120.03700.660785.6

    3113801199836516633035442287920.3214.5562.6742.0161.8820.6590.4420.04800.7540.03620.679735.7

    3113801199936517222195241735430.4254.7181.9341.5292.7840.4050.3240.03350.7910.02650.575558.0

    31138012000366157268784535360.7924.2950.6040.4703.6910.1340.1100.01150.7780.00900.208172.1

    Yeart_MAHiEAEldcEIIEIOYr,dYA,dYf,dLc,dLs,dLtot,dPReta Aeta inveta totOYf,dPRO

    Delphos11987365160022243302224331935170.500475135

    1988366160017004101700411547370.600570162

    1989365161230652803065282758750.217752235

    1990365169330963903096392724820.275173874

    1991365160727488702748872391520.442528736

    1992366154024074102407412046300.535509217

    1993365149519114201911421701160.580799453

    19943651593289731325012572302280504.362.552.011.810.542.350.460.0480.8870.0380.2842.010.460.284

    19953651722291963461332458302215604.722.571.952.150.622.770.4140.0450.9010.0340.3361.950.4140.336

    19962751312221555188752026801830504.772.592.142.180.452.630.4490.0440.9030.0370.3642.140.4490.364

    19973651737300771265722741992443344.762.652.152.110.52.610.4520.0460.8910.0370.342.150.4520.34

    19983651663303544375412660032287924.562.672.021.880.662.540.4420.0480.860.0360.3212.020.4420.321

    1999365172221952425952169291735434.721.931.532.780.413.190.3240.0340.80.0270.4251.530.3240.425

    2000366157268784186466920535364.30.60.473.690.133.830.1090.0120.80.0090.7920.470.1090.792

    YfLcLsPrav.Pr=Yf/Yrefa=Ea/hi/sefi=Eio/Eaeft=efa*efiavail=1-OYf annual

    19871.70477029472.42405849450.254732854719870.3889007235500.38890072350.03657475010.87000130380.03182008020.5622.2411575563

    19881.35941700492.87771686610.134450828519880.310966639939.90.31096663990.02795991190.90999817690.02544346880.399497.5466237942

    19892.43029555571.71610800330.270034797219890.550284043378.20.55028404330.05002732070.89999934750.0450245560.782887.0578778135

    19902.40040523281.91061974190.327331189719900.517512055572.50.51751205550.04811725330.87999896650.04234313320.725876.1479099678

    19912.10678764921.98114786590.314804210919910.478517418855.70.47851741880.04500289530.87000112770.03915256960.557768.9774919614

    19921.79774392492.09265897070.317247377619920.427256023746.40.42725602370.04112742030.85000062310.03495833290.464657.9742765273

    19931.49862132762.41204246130.18522662219930.365884136841.90.36588413680.03363698520.88999801190.02993684990.419546.9967845659

    19942.26281989161.81202484250.289538827519940.51847411271.60.5184741120.04784993150.88656029210.04242184920.716825.9292604502

    19952.31809012022.14578690040.253931198519950.491348951266.40.49134895120.04460636160.90127173650.0402024530.664846.1028938907

    19962.33963168662.18038000580.250897398419960.490395361163.60.49039536110.04442729290.90314820250.04012442970.636643.3987138264

    19972.3610271772.10928952120.288587411419970.496128336660.4961283360.04555523290.89108324940.0405935050.66861.7749196141

    19982.29996916711.88212130560.374073910919980.50480381667.90.5048038160.0480210370.86010924280.04130333770.679839.4887459807

    19991.54709950232.7839316390.386777077919990.327927594857.50.32792759480.03353906810.79999908890.02683122390.575564.691318328

    20000.48343085063.69079120760.12085990920000.11255451120.80.1125545110.01151163510.79999709230.00920927460.208176.9356913183

    YfLcLsPRav.YfLcLsPrav.

    19871.70477029472.42405849450.254732854719870.388900723550

    19881.35941700492.87771686610.134450828519880.310966639939.9

    19892.43029555571.71610800330.270034797219890.550284043378.2

    19902.40040523281.91061974190.327331189719900.517512055572.5

    19912.10678764921.98114786590.314804210919910.478517418855.7

    19921.79774392492.09265897070.317247377619920.427256023746.419921.79774392492.09265897070.317247377619920.427256023746.4

    19931.49862132762.41204246130.18522662219930.365884136841.919931.49862132762.41204246130.18522662219930.365884136841.9

    19942.26281989161.81202484250.289538827519940.51847411271.619942.26281989161.81202484250.289538827519940.51847411271.6

    19952.31809012022.14578690040.253931198519950.491348951266.419952.31809012022.14578690040.253931198519950.491348951266.4

    19962.33963168662.18038000580.250897398419960.490395361163.619962.33963168662.18038000580.250897398419960.490395361163.6

    19972.3610271772.10928952120.288587411419970.4961283366619972.3610271772.10928952120.288587411419970.49612833666

    19982.29996916711.88212130560.374073910919980.50480381667.919982.29996916711