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SYSTEMS ENGINEERING 560 - FALL 20061
Environmental Aspects of Air Transportation
Dr. Terry ThompsonSeptember 2006
Science and Technology to Achieve a Sustainable System
CENTER FOR AIR TRANSPORTATION SYSTEMS
RESEARCH
Noise Local Air Quality Climate Environmental Management
SYSTEMS ENGINEERING 560 - FALL 20062
Outline
Overview of Research Interests
Noise Metrics and Impact Calculations
Air Quality Metrics and Impact Calculations
Climate Change
Environmental Management Systems
Next Generation Air Transportation System
2
SYSTEMS ENGINEERING 560 - FALL 20063
Overview of Environmental Research Interests
The Environmental Analysis (EA) Group addresses major aspects of the air-transportation system associated with effects on the physical and human environment. Topics studied in this area range from the underlying physics of acoustics and pollutant generation/evolution, through appropriate advanced techniques and tools for understanding the role of environmental considerations in planning and managing the air-transportation system.
Principal areas of interest:
- Aircraft-related noise and its effects in urban and rural settings- Local air quality and interface to broader atmospheric physics- Planning for mitigation of environmental effects- Balanced management of environmental and operational factors- Appropriate metrics and underlying physical and chemical phenomena- Nature and magnitude of potential environmental constraints- Multi-objective optimization to support operational and environmental goals- Market-based techniques for economically balanced management- Simulation, modeling, an decision-support tools in support of the above
SYSTEMS ENGINEERING 560 - FALL 20064
Noise Metrics and Impact Calculation
3
SYSTEMS ENGINEERING 560 - FALL 20065
Sound and Noise – The Basics
Sound waves are pressure oscillations in the atmosphere.
Sound perception is modulated by the structure of the humanhearing mechanism, which translates these oscillations intocomplex perceptual phenomena related to the frequencycontent and intensity of the sound waves.
Humans are sensitive to oscillations with frequency range of approximately 20 to 20,000 Hertz (cycles/sec), with a minimum intensity of about 10-12 watts/m2, or a pressure difference of 0.0002 dyne/cm2.
Human perception of loudness is highly non-linear, and the relationship between frequency, intensity, and loudness is quitecomplex.
To capture this non-linearity, sound spectra are usuallymodified by a weighting function (A-scale) that de-emphasizesportions of the spectra below 1,000 Hz and above 16,000 Hz.
SYSTEMS ENGINEERING 560 - FALL 20066
Sound and Noise – The Basics (Cont’d)
All events have different durations; how will they be compared in impact?
SEL is the basic noise-level measure, and has a standard reference periodof one second.
Time (sec)
Sound Level(dB)
L(a) = 10 log10 (Measured_Level2 / Reference_Level2)
LAmax
LAmax – 10 dB
LAmax – 20 dB
100 20
Sound Exposure Level, SEL
A-weighted Sound Level, LA(t)
SEL = 10 log10 (1 / 1sec) ∫t1t2
10 LA(t)/10 dt
4
SYSTEMS ENGINEERING 560 - FALL 20067
Noise Metrics (A-Weighted)
DNL - Day/Night Average Sound Level(63-72 dB in noisy urban area, 20-30 dB in wilderness)CNEL - Community Noise Equivalent Level
LAEQ - Equivalent Sound Level (24 hours)
LAEQD/LAEQN - Equivalent Sound Level Day/Night
A-weighted level of a one-second event equivalent in acoustic energy to the original event.
-SEL - Sound Exposure Level
Maximum A-weighted sound level for an event.
-LAMAX - Maximum Sound Level
Time that the noise level is above a user-specified A-weighted sound level
-TALA - Time Above a Sound-level Threshold
SYSTEMS ENGINEERING 560 - FALL 20068
Noise Metrics (Tone-Corrected Perceived)
NEF - Noise Exposure Forecast
WECPNL - Weighted Equivalent Continuous Perceived Noise Level
EPNL - Effective Perceived Noise Level (multi-event)
PNLTM - Maximum PNLT Sound Level
TAPNL - Time Above a PNLT Threshold
5
SYSTEMS ENGINEERING 560 - FALL 20069
Noise Metrics SummaryFrequencyWeighting
MetricType
MetricName
Event Weighting(day/eve/night)
AveragingTime (h)
SEL 1 1 1
DNL 1 1 10 24CNEL 1 3 10 24LAEQ 1 1 1 24LAEQD 1 1 0 15LAEQN 0 0 1 9
LAMAX 1 1 1
TALA 1 1 1
ExposureBased
Maximum Level
Time Above Threshold
A-Weighted
EPNL 1 1 1
NEF 1 1 16.7 24WECPNL 1 3 10 24
PNLTM 1 1 1
TAPNL 1 1 1
ExposureBased
Maximum Level
Time Above Threshold
Tone-CorrectedPerceived
SYSTEMS ENGINEERING 560 - FALL 200610
Core Noise Calculation
Engine type and numberFive-dimensional state along each segment of flight trajectoryDistance to observerOrientation with respect to observer(for on-ground segments)
----
Information required:STARTX, Y, Z, V, THR
Objective is calculation of total noise dosage at each observer location.
Observer on ground
ENDX, Y, Z, V, THR
X
Y
Z
a
b c
Total noise impact at given observer = 10 log10 (1/T) ΣflightsΣsegments 10SEL(i)/10
T = dosage period (e.g., 24 hours)
6
SYSTEMS ENGINEERING 560 - FALL 200611
Calculating Average Annual DNLSampling of 30-60 days of radar tracks throughout the yearprovides « annualized » average 24-hour set of flights and trajectories.
Noise/power/distance data provides SEL as function of enginepower setting and distance (slant range) from aircraft to observer.
DNL at jth observer fromDNLj = 10 log10 (1/T) { Σday_flightsΣsegments 10SEL(ij)/10 + Σnight_flightsΣsegments 10[SEL(ij)+10]/10 }
Calculate SEL for all segments of eachflight at each point
Calculate DNL atall points due to all flights
Create annualaverage day of traffic
2CF650 Arr 10000 lbs 106.2 dB @ 200 ft; 43.3 dB at 25000 ft25000 lbs 109.8 dB @ 200 ft; 53.9 dB at 25000 ft
Dep 25000 lbs 109.8 dB @ 200 ft; 53.9 dB at 25000 ft40000 lbs 113.0 dB @ 200 ft; 63.3 dB at 25000 ft
A300B4-200 with CF6-50C2A310-300 with CF6-80C2A2
SYSTEMS ENGINEERING 560 - FALL 200612
Flight State Generation
Take-offClimbAccelerateCruise/climb
Equations from from SAE AIR 1845 generate aircraft state for different segment types:Aircraft type
Operation typeTrip lengthFlight proceduresAltitude controls at
specified nodesAirport temperatureAirport altitudeRunway data
Flight State GenerationUsing SAE AIR 1845
Equations
Aircraft state on each segment
γ = sin-1 ( 1.01 { [ NengTavg / (W/δam)avg ] – R} )
ambient pressure ratio relative to standard-day sea-level value
gross takeoff weight
number of engines
drag/lift ratio
Tavg = (1/2) [ (Fn/δam)h2 – (Fn/δam)h1 ]
(Fn/δam)h = E + FVc + Gah +Gbh2 + HTam
climb angle
average correctednet thrust
corrected net thrust per engine
LevelDescendLandDecelerate
----
----
ambient air temperature
altitudeairspeed(calibrated)
E, F, Ga, Gb, and H are engine-specificparameters dependent on segment type
net thrust per engine
INITIAL CLIMB
7
SYSTEMS ENGINEERING 560 - FALL 200613
Annualization Example - ORDAnnualization can also be done by assigning all traffic in the average day (or the day/night portions) to each of the runway configurations used throughout the year.
Then the annual exposure is obtained by combining the noise exposures due to different configurations according to proportional use throughout the year.
ABXWIFR1Dual 5IFR2NO1 (04R/04L)NO2 (22R/22L)NO3 (32R/32L)NO4 (09R)NO5 (14R/14L E-wind)
NT1NT2NT3NT4NT5
18.20 %12.8031.2020.508.502.001.900.7350.980.980.7351.47
20.00%20.0020.0020.0020.00
100%
100%
AnnualizedExposure
DAY:
NIGHT:
SYSTEMS ENGINEERING 560 - FALL 200614
Comparison of Baseline and Alternative(s)
EACH POPULATION CENTROID HAS TWO DNL EXPOSURE VALUESFOR: (1) BASELINE SCENARIO, (2) ALTERNATIVE SCENARIO N.
CRITERIA TO DETERMINE MINIMUM THRESHOLD OF DNL CHANGE(RELATIVE TO BASELINE DNL):
Baseline DNL Change in Exposure (Minimum) References
< 45 dB
45 - < 50 dB
50 - < 55 dB
55 - < 60 dB
60 - < 65 dB
> 65 dB
EECP EIS, Air TrafficNoise Screening Procedure,
FICON (See S. Fidell, J. Ac.Soc.Am. 114(6), 2003)FAA Order1050.1Dand FICON
SCENARIOS ARE COMPARED IN TERMS OF POPULATIONRECEIVING INCREASES OR DECREASES IN EACH EXPOSURE BAND.
-
± 5 dB
± 5 dB
± 5 dB
± 3 dB
± 1.5 dB
8
SYSTEMS ENGINEERING 560 - FALL 200615
Visualization of Scoring Criteria
45
50
450
0
BASELINE DNL (dB)
ALTERNATIVEDNL(dB)
5040
55
55
INCREASE
60
NOCHANGE
65
60
65
DECREASE
40
DECREASENOCHANGE
INCREASENO
CHANGE
CENTROID YPOPULATION = 46BASELINE = 62 dBALTERNATIVE = 47 dB
CENTROID YPOPULATION = 46BASELINE = 62 dBALTERNATIVE = 47 dB
CENTROID XPOPULATION = 19BASELINE = 41 dBALTERNATIVE = 56 dB
CENTROID XPOPULATION = 19BASELINE = 41 dBALTERNATIVE = 56 dB
3 dB
3 dB
INCREASE
DECREASE
1.5 dB
SYSTEMS ENGINEERING 560 - FALL 200616
45
50
450
0
BASELINE DNL (dB)
ALTDNL(dB)
40
40
NOCHANGE
NOCHANGE
INCREASE
0
55
65
60
50 55 60 65
NOCHANGE
DECREASE
TOTAL
Above65 dB
DEC INC
(TOTAL = )
70
70
TOTAL ABOVE 65 dB:Baseline =
Alternative =
(TOTAL = )
(TOTAL = )
HORIZONTAL GRAY BOXENCLOSES TOTAL ABOVE65 dB FOR ALTERNATIVE
PART OF BOX TO LEFTOF NO-CHANGE ZONEENCLOSES INCREASESABOVE 65 dB.
PART OF BOX TO LEFTOF VERTICAL 65 dB LINESHOWS “NEWLY IMPACTEDABOVE 65 dB”
9
SYSTEMS ENGINEERING 560 - FALL 200617
45
50
450
0
BASELINE DNL (dB)
ALTDNL(dB)
40
40
3 dB
3 dB
1.5 dB
1.5 dB
0
55
65
60
50 55 60 65
TOTAL
Above65 dB
DEC INC
70
70
TOTAL ABOVE 65 dB:Baseline =
Alternative =
YELLOW
ORANGE
RED
PURPLE
BLUE
GREEN
SYSTEMS ENGINEERING 560 - FALL 200618
Impact Table, Impact Graph, and Change Map
10
SYSTEMS ENGINEERING 560 - FALL 200619
Air-Quality Metrics and Impact Calculation
SYSTEMS ENGINEERING 560 - FALL 200620
Local Air Quality – The Basics
Aircraft emit a complex mixture of air pollutants.
Major pollutants related to local air quality are CO, NOx, SOx, unburnt HCs, and PM (particulate matter).
Emissions of CO2 and water vapor have atmospheric effects, and contribute to global warming.
Atmospheric chemistry and physics of these emissions are very complex.
Effects of the different pollutants on flora, fauna, and humanhealth are complex and not fully understood.
Quantification of impacts usually done at « inventory » levelgiving net amounts of pollutants at an airport based on annuallanding/takeoff cycles.
Quantification can be carried to « dispersion » level givingspatio-temporal concentrations of pollutants.
11
SYSTEMS ENGINEERING 560 - FALL 200621
Regulatory Aspects
Clean Air Act and amendments (1963, 1970, 1977, 1990) have resulted in a broad regulatory framework.
EPA’s National Ambient Air Quality Standards (NAAQS) set primary and secondary standards to protect public health(primary) and public welfare (secondary).
States are required to submit State Implementation Plans (SIPs) for monitoring and controlling each pollutant in the NAAQS to EPA. EPA has approval authority.
SYSTEMS ENGINEERING 560 - FALL 200622
Regulatory Aspects (Cont’d)
National Environmental Protection Act tasks Federal agencieswith preparation of various environmental analyses:
- Environmental Assessment (EA) provides analysis and documentation supporting wheter to prepare an EnvironmentalImpact Statement, or a Finding of No Significant Impact.
- Environmental Impact Statement (EIS) is a detailed document required of all Federal actions likely to have significantenvironmental impact.
- Finding of No Significant Impact (FONSI) is a document, based on the EA, determining that the Federal action will not have significantenvironmental impacts.
- Record of Decision (ROD) is required to record a Federal agency’sdecision on a proposed major Federal action, as well as the alternatives considered.
- Conformity Determination states whether and how a Federal action conforms to the SIP with regard to NAAQS.
12
SYSTEMS ENGINEERING 560 - FALL 200623
Combustion Products
Commercial jet fuel is essentially kerosene. Although a mixture of different hydrocarbons, it can be approximated as a paraffin(CnH2n+2), usually C10H22.
Main combustion process:
aCnH2n+2 + bO2 + 3.76bN2 cH2O + dCO2 + 3.76bN2 + heat
C10H22 + 15.5O2 + 3.76(15.5)N2 11H2O + 10CO2 + 3.76(15.5)N2 + 10.6 kcal/g (19.08 kBTU/lb)
The above is for complete combustion in the gaseous phase, and the process inside real engines is considerably more complex. Typical emission rates for jet aircraft (grams per kg fuel consumed) at cruise are:
CO23200
H2O1300
NOx9-15
SOx0.3-0.8
CO0.2-0.6
HxCy0-0.1
Particulates0.01-0.05
Main combustionproducts
Produced at high T and P in combustion chamber; depends on operating conditions
Due to incomplete burning of fuel; producedat non-optimal operating conditions duringlanding, taxi, take-off and climb-out
Unburned
Due to sulphur impurities in fuel
SYSTEMS ENGINEERING 560 - FALL 200624
National Ambient Air Quality Standards (NAAQS)
Give concentration limits for given sampling period.
Areas or regions violating these limits are designated to be «non-attainment areas ».
0.5 ppm (1300 ug/m3)3-hour-------
-------24-hour0.14 ppm
-------Annual (Arithmetic Mean) 0.03 ppmSulfur Oxides
Same as Primary 8-hour 0.08 ppmOzone
24-hour65 ug/m3
Same as PrimaryAnnual (Arithmetic Mean)15.0 µg/m3Particulate Matter (PM2.5)
24-hour150 ug/m3
Same as PrimaryAnnual (Arithmetic Mean)50 µg/m3Particulate Matter (PM10)
Same as PrimaryAnnual (Arithmetic Mean)0.053 ppm (100 µg/m3)Nitrogen Dioxide
Same as PrimaryQuarterly Average1.5 µg/m3Lead
None1-hour35 ppm (40 mg/m3)
None 8-hour9 ppm (10 mg/m3) Carbon Monoxide
Secondary Stds.Averaging TimesPrimary Stds.Pollutant
13
SYSTEMS ENGINEERING 560 - FALL 200625
Inventory Modeling
Low-altitude methodology is well established, and is based on times in operational mode, fuel rates, and emission indices:
Pollutant mass per flight = Neng * tmode * fuelflowmode * EImode
Pollutant inventory = Σall_flights (pollutant mass per flight)
Determining inventory above 3000 feet uses a more complex technique, and is not yet settled with regard to methodology.
- Boeing Method 2 uses fuel flow at altitude and modifies the standard ICAO emission indices
approach, climbout, takeoff, taxi/idle NOx, SOx, HC, CO, PM
SYSTEMS ENGINEERING 560 - FALL 200626
Dispersion ModelingEPA’s AERMOD is primary model for air transport.
General stack sources; Complex terrainGaussianComplexe Terrain Dispersion Model Plus Algorithmes for Unstable Situations (CTDMPLUS)
Pollutant transport over water and coastal areasGaussianOffshore and Coastal Dispersion Model (OCD)
Urban ozone modeling3-D numericalUrban Airshed Model (UAM)
General stack sources; Complex terrainGaussianIndustrial Source Complex Model (ISC3)
General stack sourcesGaussianGaussian-Plume Multiple Source Air Quality Algorithm (RAM)
General stack sourcesGaussianClimatological Dispersion Model (CDM)
Highway emissionsGaussianCALINE3
General stack and line sources Complex terrainGaussianAERMOD
ApplicabilityTypeModel Name
14
SYSTEMS ENGINEERING 560 - FALL 200627
Dispersion Modeling (Cont’d)Gaussian approach
σy and σz vary with x.
SYSTEMS ENGINEERING 560 - FALL 200628
Dispersion Modeling
More complex Euler-Lagrangian approaches exist, addressing flow, momentum, ...
Source: MetPhoMod
15
SYSTEMS ENGINEERING 560 - FALL 200629
Some Underlying Data - 1
0,1000000,0000001,0000004,3000003,10000025,9000004CFM56-7B20
0,9130000,0000001,00000020,5000000,1000000,6000003CFM56-7B20
0,7610000,0000001,00000017,4000000,1000000,5000002CFM56-7B20
0,2740000,0000001,0000009,5000000,1000003,2000001CFM56-7B20
FUEL_KG/SPART_EISOX_EINOX_EIHC_EICO_EIMODEENG_NAME
• Different pollutant production rates for engines by mode of operation (one engine fromabout 470 in EDMS 4.1) (modes: 1=approach; 2=climbout; 3=takeoff; 4=taxi/idle)
• Different pollutant production rates for APUs (data from EDMS 4.1 apu_ef.dbf; total of about 30 APUs)
0,0000000,2100101,7284300,0777000,78335026,00APU TSCP700-4B (142 HP)
0,0000000,2100101,7284300,0777000,78335026,00APU TSCP 700 (142 HP)
0,0000000,3479001,8543600,0974103,00941026,00APU GTCP 660 (300 HP)
0,0000000,2431202,7740900,0486200,45951026,00APU GTCP331-500 (143 HP)
0,0000000,1215201,1557300,0522500,50190026,00APU GTCP331-200ER (143 HP)
0,0000000,1215201,1557300,0522500,50190026,00APU GTCP 331 (143 HP)
PART_kg/hSOX_kg/hNOX_kg/hHC_kg/hCO_kg/hT_minAPU TYPE
SYSTEMS ENGINEERING 560 - FALL 200630
Some Underlying Data - 2• Different fuel rates by altitude and mode
(data from BADA; about 90 aircrafttypes).
B772__ 160 122.5 252.6 25.0
B772__ 140 99.1 263.5 26.1
B772__ 120 99.0 274.6 27.1
B772__ 100 98.9 281.2 28.2
B772__ 80 98.8 292.3 29.3
B772__ 60 98.7 303.4 30.3
B772__ 40 93.1 311.7 31.4
B772__ 30 93.0 315.0 31.9
B772__ 20 XXX 319.1 32.5
B772__ 15 XXX 321.9 32.7
B772__ 10 XXX 324.4 129.4
B772__ 5 XXX 327.2 130.3
B772__ 0 XXX 330.1 131.5
Altitude(FL)
Fuel Rate (kg/min)Cruise Climb Descent
B772__ 410 100.2 119.0 11.7
B772__ 390 102.5 129.5 12.7
B772__ 370 105.8 140.1 13.8
B772__ 350 110.1 150.9 14.9
B772__ 330 115.4 161.9 15.9
B772__ 310 120.0 172.8 17.0
B772__ 290 120.4 183.2 18.1
B772__ 280 120.6 188.4 18.6
B772__ 260 121.1 199.0 19.7
B772__ 240 121.4 209.6 20.7
B772__ 220 121.8 220.2 21.8
B772__ 200 122.0 231.0 22.9
B772__ 180 122.3 241.7 23.9
16
SYSTEMS ENGINEERING 560 - FALL 200631
Design Issues
Engine design cannot be optimized for all of the pollutants, anddesign tradeoffs form an active area of research and development.
NOx
CO
Combustor Operating Temperature
Concentration
NOx
Air/Fuel Ratio
Particulates
ProductionRate
0
SYSTEMS ENGINEERING 560 - FALL 200632
Design Issues (Cont’d)
Significant progress has been made in reducing noise.
Main approaches to noise reduction include:
- Lower jet velocity (however, this can lead to greater fuel burn)
- Lower speed of rotating components, especially fan- Avoid flow distortion into the fan (cannot be avoided on
takeoff)- Avoid interference patterns via selection of numbers of
rotor and stator blades.
- Large axial gap between rotors and stators- Tuned acoustic liners in intake, bypass duct, and nozzle of core
17
SYSTEMS ENGINEERING 560 - FALL 200633
Aviation and Climate
SYSTEMS ENGINEERING 560 - FALL 200634
Aviation and Climate – The BasicsGlobal climate concerns are driven by green-house gas concentrations (CO2, O3, CH4) and O3 depletion.
- CO2 molecules absorb outgoing UV radiation, and lead to warming of the troposphere (i.e., from sea level to about 10km altitude).
- O3 depletion in the stratosphere (10-45km altitude) leads to increased intensity of UV radiation harmful to plant and animal life.
Aviation effects are very complex, and depend on species emitted, altitudes, atmospheric conditions, chemicalreactions, etc.
Formation of contrails and contribution to cirrus cloud cover may also be a concern.
18
SYSTEMS ENGINEERING 560 - FALL 200635
Aviation and Climate – The Basics (Cont’d)
Overall, climate change is fundamentally related to the global carboncycle, and to perturbations caused by fossil-fuel consumption.
SYSTEMS ENGINEERING 560 - FALL 200636
Environmental Management and Optimization
19
SYSTEMS ENGINEERING 560 - FALL 200637
Environmental Management
As environmental constraints grow, there is likely to be increased pressure to manage environmental effects.
This will be a complex balance of operational factors and environmental impacts in both noise and emissions.
Routing
A/D ProfilesNoise
Emissions Fleet Mix
Taxi Times Taxi Queues
Scheduling
SYSTEMS ENGINEERING 560 - FALL 200638
Background and Motivation
Capability to satisfy demand at NGATS projected levels is likely to be limited by noise, air-quality, and other environmental constraints.
Combination of operational and technology enhancements will be required to reduce impact of capacity limitations.
Operational reductions can be sought across a spectrum of interlinked factors (tracks, profiles, aircraft state, taxi behavior, schedule, fleet mix, etc.).
How can we manage these factors to approach an optimum balance among different environmental and operational objectives?
20
SYSTEMS ENGINEERING 560 - FALL 200639
EMS Timescale Focus
Focusing on the months to hours timescale.
Seeking synergy in techniques with longer-timescale planning domains.
DECADES YEARS MONTHS HOURS
NGATS CONCEPT
DEVELOPMENT
AIRPORTAL & AIRSPACE PLANNING
TACTICAL DECISION SUPPORT
DESIRABLE SYNERGY IN TECHNIQUES
EMS FOCUS
SYSTEMS ENGINEERING 560 - FALL 200640
EMS Process Overview
Source: California EPA
Traditional view is process-oriented, but decision-support technology will be needed.
EMS DECISION SUPPORT
OR TECHNOLOGY NEEDED
21
SYSTEMS ENGINEERING 560 - FALL 200641
Major Factors Contributing to Environmental Impacts
RoutingTrack location relative to other traffic and population concentration directly affects noise/emission dosage.
ProfilesAircraft altitude, speed, and power state affect both noise and emission dosage.
ScheduleSome noise metrics (e.g., DNL) are dependent on time of day.
Fleet compositionAirframe/engine combinations have different noise and emissions characteristics, and thus different marginal impacts.
Taxi behaviorTaxi time and queuing affect emissions and fuel-usage metrics.
SYSTEMS ENGINEERING 560 - FALL 200642
Noise Metrics– Quantify sound exposure at point locations, usually in DNL (dB)– Very sensitive to track location, altitude, aircraft type, state, time
of day
Emissions Inventory Metrics– Quantify total amount of pollutants produced in period– Criteria pollutants are CO, HC, NOx, SOx, PM(x)– Not sensitive to lateral track location– Sensitive to altitude, aircraft type, state
Emissions Dispersion Metrics– Quantify concentration in time period– Pollutant concentrations modeled at point locations– National Ambient Air Quality Standards sets threshold
concentrations– Sensitive to track location, altitude, aircraft type, state
Environmental and Operational Metrics
22
SYSTEMS ENGINEERING 560 - FALL 200643
EMS Decision Support Schematic
Source: Metron Aviation
SYSTEMS ENGINEERING 560 - FALL 200644
Sample Scenario: Centennial Airport
Radar data from 1997. (~1300 flight operations)
Population data from 2000 census (~2.8 million persons)
Tracks grouped into 34 distinct flows
20,000 variants of 2,240 backbones were generated by varying the spatial placement
Terrain data was included
Variants are generated so that they all satisfy the operationalconstraints (e.g. feasible profile) Noise and emissions dispersion calculated for all baseline tracks and
all variants
Source: Metron Aviation
23
SYSTEMS ENGINEERING 560 - FALL 200645
Sample Scenario Benefits Estimation
2 4 6 8 10 12 14-5
0
5
10
15
20
25
30
% Decrease in Weighted-SEL X Population from Baseline
% D
ecre
ase
in P
ollu
tant
Con
cent
ratio
n X
Popu
latio
n fr
om B
asel
ine
Initial Benefits in Reducing Noise and Emission Metrics from the Baseline Case
Emissions reduction range = [0%,26%]
Noise reduction range = [4%,13%]
Slope jump: ~20% emission reduction~12% noise reduction
Source: Metron Aviation
SYSTEMS ENGINEERING 560 - FALL 200646
Next Generation Air Transport and the Environment
24
SYSTEMS ENGINEERING 560 - FALL 200647
Next Generation Air Transport System
Table 0-1. NGATS Goals and Objectives
Retain US Leadership in Global Aviation
• Retain role as world leader in aviation • Reduce costs for Aviation • Enable services tailored to traveler and shipper
needs • Encourage performance based, harmonized
global standards for US products and services
Expand Capacity
• Satisfy future growth in demand and operational diversity
• Reduce transit time and increase predictability • Minimize the impact of weather and other
disruptions
Ensure Safety
• Maintain aviation’s record as safest mode of transportation
• Improve the level of safety of the US Air Transportation system
• Increase safety of worldwide air transportation system
Protect the Environment
• Reduce significant noise and local emissions impacts on absolute basis
• Develop sufficient knowledge and metrics to address particulate matter, hazardous air pollutants and climate issues
• Facilitate development and implementation of cost-effective technology, operations, and policy approaches to allow capacity growth while protecting the environment.
Ensure our national defense
• Provide for the common defense while minimizing civilian constraints
• Coordinate a national response to threats • Ensure global access to civilian airspace
Secure the Nation
• Mitigate new and varied threats • Ensure security efficiently serves demand • Tailor strategies to threats, balancing costs and
privacy issues • Ensure traveler and shipper confidence in
system security
Source: NGATS Concept of Operations (Draft), May 2006
SYSTEMS ENGINEERING 560 - FALL 200648
NGATS and Environment (Cont’d)
Environmental Stewardship Environmental stewardship is performed in the context of the NGATS objectives. Capacity increases will be done in ways that are consistent with environmental protection goals. New technology, procedures, and policies in the NGATS reduce significant impacts from noise, local emissions, and contamination. NGATS environmental compatibility is achieved through a combination of improvements in aircraft design, aircraft performance and operational procedures, land use around airports, better aircraft de-icing procedures and innovative policies and approaches in communicating and managing environmental impacts at the airport level. Intelligent flight planning, coupled with improved flight management capabilities, enables more fuel-efficient profiles throughout the flight envelope as well as reduce noise approaches and departures in the terminal area. Reinvigorated research and development and refined technology implementation strategies – balancing near term technology development and maturity needs with long-term cutting edge research - help to keep pace with changing environmental requirements.
Research Issue: Given the long-lead time for integration of new technology into existing aircraft fleets and the significant weakness in airline balance sheets, should financial incentives be used to accelerate the introduction of environmental technology improvements in aircraft?
Source: NGATS Concept of Operations (Draft), May 2006
25
SYSTEMS ENGINEERING 560 - FALL 200649
NGATS and Environment (Cont’d)
Key development issues:
Source: NGATS Concept of Operations (Draft), May 2006
1. How are airspace flexibility needs balanced with environmental and noise-reduction goals?
2. What type of NEPA review will be required to provide information to public impacted by RNP routes that permit dynamic reprogramming of usage in both the en route and arrival/departure airspace?
3. What level of flexibility in airspace structure (e.g., routes and boundaries) is needed to achieve operational goals, including efficiency, capacity, and environmental goals? To what extent can the selection of predetermined structures support operational needs?
4. How can “Super-density Operations in Terminal Airspace” be made compatible with the process for environmental analysis and review of proposed airspace re-design?
SYSTEMS ENGINEERING 560 - FALL 200650
NGATS and Environment (Cont’d)
Relevant policy issues:
Source: NGATS Concept of Operations (Draft), May 2006
1. What policies will be in place to determine what flights are given priority when demand exceeds available capacity of a NAS resource?
- For example, is there a definition of “equity” with respect to the distribution of delays?
- Market mechanisms?
- Is preference given to “early filers” over those not giving advance notice?
- Are incentives provided for equipage with certain capabilities beyond what is required for access to the airspace or airport?
- Are incentives or preference given based on less environmental impacts?
2. Should financial incentives be used to accelerate the introduction of environmental technology improvements in aircraft?
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SYSTEMS ENGINEERING 560 - FALL 200651
Background Reading
Penner, J., et al, Aviation and the Global Atmosphere, Intergovernmental Panel on Climate Change, 1999.
Seinfeld, J., and Pandis, S., Atmospheric Chemistry and Physics, Wiley, 2006.
Godish, T., Air Quality, CRC, 2004.
Perkins, H., Air Pollution, McGraw-Hill, 1974.
McGraw-Hill Handbook on Acoustics and Noise Control, 1976.
Federal Interagency Committee on Noise (especially 1992 report on airport noise analysis)
Flack, R., Fundamentals of Jet Propulsion with Applications, Cambridge, 2005.
Cumpsty, N., Jet Propulsion, Cambridge, 2003.
SYSTEMS ENGINEERING 560 - FALL 200652
Noise Local Air Quality
Climate Environmental Management