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DIEF DIEF Francesco Baldi EMail: [email protected] Web: www.bio2energy.it F. Baldi a , I. Pecorini b , E. Albini a , R. Iannelli c a PIN S.c.r.l. – Servizi didattici e scientifici per l’Università di Firenze b DIEF – Department of Industrial Engineering, University of Florence c DESTEC – Department of Energy, Systems, Territory and Construction Engineering, University of Pisa COMPARISON OF ONESTAGE AND TWOSTAGE FERMENTATION PROCESS OF FOOD WASTE Progetto finanziato con il contributo determinante dell’accordo di programma MIUR-Regione Toscana DGRT 1208/2012- Accordo di programma quadro MIUR-MISE-Regione Toscana DGRT 758/2013 PAR FAS 2007-2013 - Linea d’azione 1.1 Bando per il finanziamento di progetti di ricerca fondamentale, ricerca industriale e sviluppo sperimentale realizzati congiuntamente da imprese e organismi di ricerca in materia di nuove tecnologie del settore energetico, fotonica, ICT, robotica e altre tecnologie abilitanti connesse bando FAR-FAS 2014

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Page 1: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco BaldiE‐Mail: [email protected]: www.bio2energy.it

F. Baldia, I. Pecorinib, E. Albinia, R. Iannellic

a PIN S.c.r.l. – Servizi didattici e scientifici per l’Università di Firenzeb DIEF – Department of Industrial Engineering, University of Florence

cDESTEC – Department of Energy, Systems, Territory and Construction Engineering, University of Pisa

COMPARISON OF ONE‐STAGE AND TWO‐STAGE FERMENTATION PROCESS OF FOOD WASTE

Progetto finanziato con il contributo determinante dell’accordo di programma MIUR-Regione Toscana DGRT 1208/2012-Accordo di programma quadro MIUR-MISE-Regione Toscana DGRT 758/2013 PAR FAS 2007-2013 - Linea d’azione 1.1Bando per il finanziamento di progetti di ricerca fondamentale, ricerca industriale e sviluppo sperimentale realizzaticongiuntamente da imprese e organismi di ricerca in materia di nuove tecnologie del settore energetico, fotonica, ICT,robotica e altre tecnologie abilitanti connesse bando FAR-FAS 2014

Page 2: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 2/16

OUTLINE1. INTRODUCTION

– Anaerobic Biorefineries– Biohydrogen production from the fermentative stage– Anaerobic performances of One and Two‐stage digestion processes?

2. MATERIALS AND METHODS– Substrate and initial inocula– Analytical parameters– Experimental set‐up– Terms of comparison of the scenarios

3. RESULTS 

4. CONCLUSIONS 

CSTRDark Fementation

H2 ‐ CO2 CH4 ‐ CO2

Biowaste CSTRAnaerobic digestion

Digestate

Page 3: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 3/16

ANAEROBIC BIOREFINERYDefinition of Biorefinery (European Commission, 2017 ‐ COMMISSION STAFF WORKING DOCUMENT on thereview of the 2012 European Bioeconomy Strategy)

“Integrated biorefineries, which use processing technologies to fractionate biomass and biological wastestreams, to produce food, feed, bio‐based materials and fuel/energy in an integrated manner, are criticalinfrastructures for enabling the cascading use of biomass.”

Anaerobic biorefiney concept (Sawatdeenarunat et al., 2016)

“The anaerobic biorefinery is one of the biorefinery concepts, in which AD serves as a centerpiece to producehigh‐value, but low volume products (i.e., chemicals and drop‐in biofuels to enhance economic viability of thesystem) and high‐volume but low value products (i.e., heat, electricity, and conventional transportation biofuels)to achieve energy security.”

INTRODUCTION

Bio‐fuelsCH4 ‐ H2

Heat

Bio‐chemicalsPHA

Bio‐productsCompost

Anaerobic Biorefinery

BiomassFood Waste

Anaerobic biorefinerycan be further optimized…

Page 4: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 4/16

INTRODUCTIONBIOHYDROGEN PRODUCTION FROM THE FERMENTATIVE STAGEWhy Hydrogen production in anaerobic digestion?H2 is considered one of the cleanest energy sources and itsenergy density per mass (122 kJ g‐1) is 2.5 times compared tofossil fuels (Abdallah et al., 2016). It could be used to produceelectricity through fuel cells.

What dark fermentation is?DF is the first agidogenic step of AD where fermentativebacteria (e.g. Clostridium perfringens) break down organicmatter into primarly H2, CO2 and soluble metabolic products(Ghimire et al., 2015).

The two‐stage process:DF can be implemented in a two‐stage process where, in thesecond step, methanogenic bacteria convert the spent organiceffluent from the first stage into CH4 and CO2 gas (Ariunbaataret al., 2015). Enhancement of the total biogas production (Leeet al., 2010). The two gas flow could be used either by itself ormixed together in a mixture that simulates the composition ofHythane.

DF ‐D

ark Ferm

entatio

nAD

+

CH4 ‐ CO2H2 ‐ CO2

Bio‐Hythane

Biowaste Digestate

Page 5: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 5/16

RESEARCH QUESTION: 

WHICH PROCESS BETTER VALORISE THE ANAEROBIC DIGESTION OF FOOD WASTE?

INTRODUCTION

CH4 ‐ CO2

Food WasteR2 ‐CSTR

AD

Digestate

One‐Stage Anaerobic Digestion Two‐Stage Anaerobic Digestion

R1 ‐CSTRDF

H2 ‐ CO2 CH4 ‐ CO2

Food Waste R2 ‐CSTRAD

Digestate

Page 6: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 6/16

SUBSTRATE AND INITIAL INOCULA

MATERIALS AND METHODS

Substrate:Food waste (FW) is a highly desirable feedstock for anaerobic fermentation due to its high carbohydratecontent, biodegradability and availability (Cavinato et al., 2012, De Gioannis et al., 2013).Food waste was manually sorted from the organic fraction of municipal solid waste collected in a Tuscanmunicipality (Italy) by means of a kerbside collection system. In order to obtain a slurry with a total solid(TS) content suitable to wet fermentation, the sample was treated in a food processor, sifted with astrainer (3 mm diameter) and mixed with tap water.

Inoculum 1 to start‐up – IN1:Activated sludge collected from the aerobic unit of a municipal wastewater treatment plant was used asinoculum for the fermentative reactor. Activated sludge were heat treated at 80°C for 30 minutes prior toset‐up with the aim of selecting only hydrogen producing bacteria while inhibiting hydrogenotrophicmethanogens (Alibardi and Cossu, 2015). Tests were carried out when the inoculum temperature reachedmesophilic conditions.

Inoculum 2 to start‐up – IN2:The seed sludge used in the methanogenic reactor was collected from an anaerobic reactor treating theorganic fraction of municipal solid waste (OFMSW) and cattle manure.

TS (% w/w) TVS (% w/w) pHIN1 2.1 ± 0.2 1.5 ± 0.1 7.1 ± 0.0IN2 2.9 ± 0.1 1.8 ± 0.1 8.2 ± 0.1FW 5.7 ± 0.1 4.3 ± 0.1 3.8 ± 0.0

100M t/y in EU

Page 7: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 7/16

ANALYTICAL PARAMETERS

MATERIALS AND METHODS

Parameters Acquisition method Frequency

pH Metter Toledo probes (± 0.01) Continuous

Temperature Metter Toledo probes (± 0.1°C) Continuous

Gas production Volumetric counters (± 0.07 l) Continuous

Gas storage 10 l Multilayer foil bags Continuous

Gas quality (H2, CH4, N2, O2, H2S, CO2) Gas‐Chromatography, 3000 Micro GC INFICON Daily

VFAs Gas‐Chromatography, 7890B Agilent Daily

TS (substrate and digestates) APHA, 2006 Daily

TVS (substrate and digestates) APHA, 2006 Daily

Total Alkalinity Titration, Martín‐González et al., 2013 Daily

Partial Alkalinity (bicarbonate) – 5.75 Titration, Martín‐González et al., 2013 Daily

Intermediate Alkalinitiy (VFAs) – 4.3 Titration, Martín‐González et al., 2013 Daily

pH and temperature probe

Alkalinity

VFAsVolumetric counters

Reactors

Page 8: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 8/16

EXPERIMENTAL SET‐UP

MATERIALS AND METHODS

Run1 ‐ One‐Stage Anaerobic Digestion Run 2 ‐ Two‐Stage Anaerobic Digestion

• Feeding: daily

• OLR R2: 2.5 kgTVS/m3d

• HRT R2: 17 d

• Volume R2: 12 l (w.v.), 19 l (t.v.)

• Temperature R2: 37.0 ± 0.1 °C

• Duration: 42 d (25 d unsteady st., 17 d 

steady st.);

R2 R2R1FW FW

Digestate Digestate

• Feeding: daily

• OLR R1: 14.2 kgTVS/m3d

• OLR R2: 2.5 kgTVS/m3d

• HRT R1: 3 d

• HRT R2: 13 d

• Volume R1: 3 l (w.v.), 6 l (t.v.)

• Volume R2: 12 l (w.v.), 19 l (t.v.)

• Temperature R1: 37.0 ± 0.1 °C

• Temperature R2: 37.0 ± 0.1 °C

• Duration: 26 d (13 d unsteady st., 13 d steady st.);

Temperature was constantly kept at mesophilic conditions by a jacket where warm water heated up by thermostat wascontinuously recycled.

pH in R1 was set at 5.5 and controlled through NaOH 2M solution addition. Previous studies found 5.5 to be the optimum pH forhydrogen production (Chinellato et al., 2013).

Steady state was performed for one whole HRT when AI/AP ratio was below 0.3 (Martín‐González et al., 2013).

Compared by the same OLR in R2

Page 9: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 9/16

TERMS OF COMPARISON OF THE TWO SCENARIOS

MATERIALS AND METHODS

The two steady phases of the two runs were compared by means of:

Volatile solids removal efficiency (%):

Specific Gas Production – SGP (Nlbiogas/kgTVSIN d)

Methane and Hydrogen content in biogas (%)

R2 ‐ AD

FoodWaste Digestate

CH4

R2 ‐ AD

CH4

\\R1 ‐ DF

Food Waste

H2

Digestate

Run 1 ‐ One‐Stage Anaerobic Digestion Run 2 ‐ Two‐Stage Anaerobic Digestion

Page 10: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 10/16

VOLATILE FATTY ACIDS AND ALKALINITY

0

3.000

6.000

9.000

12.000

15.000

0 10 20 30 40 50 60 70

Total V

FAs ‐

Alkalin

ity [m

g/l]

Time [days]

VFA R2 Scenario 1 IA R2 Scenario 1 VFA R2 Scenario 2

VFA R1 Scenario 2 TA R1 Scenario 2 IA R2 Scenario 2

RESULTS

Run1 Run2

R1

R2

Linear relationship VFA ‐ Total Alkalinity (TA) in the fermentative reactor (R1)

Linear relationship VFA ‐ Intermediate Alkalinity (IA) in the methanogenic reactor (R2)

R² = 0,848

0

1.000

2.000

3.000

4.000

5.000

0 1.000 2.000 3.000 4.000 5.000

Total V

FA [m

g/l]

Intermediate Alkalinity – IA [mgCaCO3/l]

R² = 0,968

0

4.000

8.000

12.000

16.000

0 4.000 8.000 12.000 16.000

Total V

FA [m

g/l]

Total Alkalinity ‐ TA [mgCaCO3/l]

R2 – Methanogenic reactor

R1 – Fermentative reactor

R² = 0,968

0

4.000

8.000

12.000

16.000

0 4.000 8.000 12.000 16.000

Total V

FA [m

g/l]

Total Alkalinity – TA [mgCaCO3/l]

IA/PA < 0.3

Steady state Steady state

Page 11: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 11/16

VOLATILE FATTY ACIDS

RESULTS

Comparison between VFA in R2 during Scenario 1 and 2:

Total VFA concentration was almost steady duringScenario 1 and 2

Decrease of propionic acid

Increase of acetic and butyric acid

0 200 400 600 800 1000 1200

Total VFA

Hexanoic acid

Valeric aid

Isovaleric acid

Butyric acid

Isobutyric acid

Propionic acid

Acetic acid

Concentration [mg/l]

VFA

R2 ‐ Scenario 1 R2 ‐ Scenario 2

0 2000 4000 6000 8000 10000

Total VFA

Hexanoic acid

Valeric aid

Isovaleric acid

Butyric acid

Isobutyric acid

Propionic acid

Acetic acid

Concentration [mg/l]

VFA

R1 ‐ Scenario 2 R2 ‐ Scenario 2

Comparison between mean values

Comparison between VFA in R1 and R2 during Scenario 2:

Butyric, valeric and hexanoic acid were degraded in R2;

Acetic, propionic and isovaleric acids were almost stable

R1R2R2

Scenario 1 Scenario 2

Page 12: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 12/16

BIOGAS PRODUCTION AND QUALITY

RESULTS

0

100

200

300

400

500

600

700

800

0 10 20 30 40 50 60 70

SGP [Nl/kgTV

S d]

Time [days]

R2 ‐ Scenario 1 R2 ‐ Scenario 2 R1 ‐ Scenario 2 R1+R2 ‐ Scenario 2

Run1 Run2

R2

R1

Scenarios SGP [NL/kgTVS d] GPR [NL/lr d]

R2 – Scenario 1 694.4 ± 24.6 1.74 ± 0.06

R2 – Scenario 2 704.6 ± 28.5 1.77 ± 0.05

R1 – Scenario 2  43.1 ± 12.8 0.61 ± 0.18

R1 +R2 Scenario 2 747.7 ± 37.4 2.39 ± 0.21

Scenario 2: increase in biogas production SGP = + 7.7%

R1R2

Scenario 1 Scenario 2

R2

Page 13: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 13/16

BIOGAS PRODUCTION AND QUALITY

0%

10%

20%

30%

40%

50%

60%

70%

80%

0 10 20 30 40 50 60 70

CH

4-H

2[%

]

Time [days]R2 ‐ Scenario 1 (CH4) R2 ‐ Scenario 2 (CH4) R1 ‐ Scenario 2 (H2)

RESULTS

Run1 Run2

R2

R1

Scenarios H2 [%] CH4[%]

R2 – Scenario 1 ‐ 65.2 ± 1.9

R2 – Scenario 2 ‐ 68.4 ± 1.1

R1 – Scenario 2  22.9 ± 5.5 ‐

Scenario 2: increase in methane content

Scenario 2: hydrogen rich biogas in R1

CH4 = + 3.2%

R1R2

Scenario 1 Scenario 2

R2

H2 = 22.9%

Page 14: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 14/16

VOLATILE SOLIDS REMOVAL EFFICIENCY

0%

10%

20%

30%

40%

50%

60%

70%

80%

0 10 20 30 40 50 60 70

η TVS(%

)

Time [days]

R2 ‐ Scenario 1 R2 ‐ Scenario 2 R1 ‐ Scenario 2 R1+R2 ‐ Scenario 2

RESULTS

Run1 Run2

R2

R1

Scenarios ηTVS [%]

R2 – Scenario 1 67.0 ± 2.0

R2 – Scenario 2 23.5 ± 4.0

R1 – Scenario 2  62.5 ± 2.7

R1+R2 – Scenario 2 71.5 ± 2.7

Scenario 2: increase in volatile solids removalηTVS = + 6.8%

R1R2

Scenario 1 Scenario 2

R2

Page 15: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 15/16

CONCLUSIONSCOMPARISON BETWEEN ONE‐STAGE AND TWO‐STAGE ANAEROBIC PROCESSES

Higher biogas production

Higher methane content in the methanogenic reactor and a hydrogen rich biogas in thefermentative one

Higher volatile solids degradation

RESEARCH QUESTION:WHICH PROCESS BETTER VALORISE THE ANAEROBIC DIGESTION OF FOOD WASTE?

These first results allow to conclude that:

The Two‐stage process is a valuable system to valorise food waste

Further analysis carried out with other OLR and HRT will be performed in orderto confirm these preliminar findings and to evaluate better process conditions.

Page 16: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

Francesco Baldi 6th  International Conference on Sustainable Solid Waste Management – Naxos 2018, 14th June 2018 16/16

Thanks for your attention!

Page 17: COMPARISON OF ONE STAGE AND TWO STAGE ...uest.ntua.gr/naxos2018/proceedings/presentation/03.Ppt...Previous studies found 5.5 to be the optimum pH for hydrogen production ( Chinellatoet

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

DIEFDEPARTMENT OF

INDUSTRIAL ENGINEERING

PhD. Ing. Francesco BaldiE‐Mail: [email protected]: www.bio2energy.it

F. Baldia, I. Pecorinib, E. Albinia, R. Iannellic

a PIN S.c.r.l. – Servizi didattici e scientifici per l’Università di Firenzeb DIEF – Department of Industrial Engineering, University of Florence

cDESTEC – Department of Energy, Systems, Territory and Construction Engineering, University of Pisa

COMPARISON OF ONE‐STAGE AND TWO‐STAGE FERMENTATION PROCESS OF FOOD WASTE

Progetto finanziato con il contributo determinante dell’accordo di programma MIUR-Regione Toscana DGRT 1208/2012-Accordo di programma quadro MIUR-MISE-Regione Toscana DGRT 758/2013 PAR FAS 2007-2013 - Linea d’azione 1.1Bando per il finanziamento di progetti di ricerca fondamentale, ricerca industriale e sviluppo sperimentale realizzaticongiuntamente da imprese e organismi di ricerca in materia di nuove tecnologie del settore energetico, fotonica, ICT,robotica e altre tecnologie abilitanti connesse bando FAR-FAS 2014