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NEW ANALYTICAL METHODS FOR DETERMINATION OF CHEMICAL SPECIES OF INTEREST IN BIOENERGY AREA Nelson Ramos Stradio0o UNIVERSIDADE ESTADUAL PAULISTA “JÚLIO DE MESQUITA FILHO” INSTITUTO DE PESQUISA EM BIOENERGIA 1

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Page 1: NEW$ANALYTICAL$METHODS$FOR … · 10 GLOBAL VEGETABLE OIL PRODUCTION Food and Agriculture Organization of the United Nations, 2011 Palm oil is the most widely used vegetable oil in

NEW  ANALYTICAL  METHODS  FOR  DETERMINATION  OF  CHEMICAL  SPECIES  

OF  INTEREST  IN  BIOENERGY  AREA  

Nelson  Ramos  Stradio0o  

UNIVERSIDADE  ESTADUAL  PAULISTA  “JÚLIO  DE  MESQUITA  FILHO”  

 INSTITUTO  DE  PESQUISA  EM  BIOENERGIA  

1  

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WORLDWIDE ENERGY SUPPLY

Brazilian Energy Balance 2014 Year 2013 / Empresa de Pesquisa Energética – Rio de Janeiro: EPE, 2014. 2  

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WORLDWIDE ENERGY COMSUMPTION BY SECTOR

3  Brazilian Energy Balance 2014 Year 2013 / Empresa de Pesquisa Energética – Rio de Janeiro: EPE, 2014.

Commercial

Residential Transportation Industrial

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2.4%2.6%4.4%

11.3%

1.1%7.6%

70.6%

 H ydro  B iomas s  W ind  Natura l  g a s  O il  products  Nuc lea r  C oa l  and  coa l  products

 O il  G as  C oa l  Nuc lea r  H ydro  W ind  S ola r  G eotherma l  &  B iomas s  B iofuels

30% 24%

33%

4%

7% 1%

0% 1% 0%

BRAZIL GLOBAL ENERGY

ENERGY CONSUMPTION IN 2013

BEN 2014: Ano base 2013. Empresa de Pesquisa Energética, 2014, 288 p. MEARNS, E. Global Energy Trends – BP Statistical Review 2014 (http://euanmearns.com/)

4  

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BRAZILIAN ENERGETIC RESOURCES

Seventh-largest reserve in the world uranium concentrate

70% of the energy is hydroelectric – -ANEEL

Today: oil reserves is 15,6 billion barrels -ANP

459,187 million cubic meters (m³) -MME

Installed capacity: 6,08 GW Brazilian Association of Wind Energy - Abeeólica

7,0% of the energy -MME

Brazilian Energy Balance 2014 Year 2013 / Empresa de Pesquisa Energética – Rio de Janeiro: EPE, 2014. 5  

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BRAZILIAN PRODUCTION 2000/2001 – 2012-2013

MAPA (Ministério da Agricultura, Pecuária e Abastecimento) 2012 Nova Cana 2015

anhydrous  ethanol  

hydrous  ethanol    

total  ethanol      

m³  

SUGARCANE PRODUCTION ETHANOL PRODUCTION

6  

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Study  

Implanta<on  

in  opera<on  

ETHANOL PLANTS IN BRAZIL

Ethanol Plants Operational: 434 plants

Total: 27 billion liters/year

7  ANP  2013  

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NORTH  NORTHEAST  

SOUTHEAST  

SOUTH  

MIDWEST  

dende  co0on  

peanut  

mammon  

Jatropha  soybean  

co0on  

peanut  

Sunflower    mammon  soybean  

co0on  

canola  Sunflower  soybean  

peanut  

Sunflower  mammon  

Jatropha  soybean  

BIODIESEL - MAIN CULTURES

ÚNICA  2010  8  

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q  Soy: large-scale farming, helped make Brazilian Biodiesel Program possible

q  Castor beans production: helping family farming

q  Jatropha, Macauba, Sunflower and Others: small scale or still in development

q  Animal Fat: the second largest feedstock for brazilian biodiesel

q  Palm oil in the north region: the new frontier Soy Animal Fat Cottonseed

BRAZILIAN VEGETABLE OIL PRODUCTION

9  EPE 2012

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10  

GLOBAL VEGETABLE OIL PRODUCTION

Food and Agriculture Organization of the United Nations, 2011

Palm oil is the most widely used vegetable

oil in the world.

As shown in the chart , palm and palm

kernel oils accounted for 35% percent of total

vegetable oil production in 2011. At 27% of total

production, soybeans were the next largest source of

vegetable oil, followed by rapeseed (the basis of

canola oil).

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PROJECTED CONSUMPTION OF BIODIESEL IN BRAZIL (billion liters)

ANP 2014 11  

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Biodiesel plants authorized ANP 2015.

BIODIESEL PLANTS IN BRAZIL

12  

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BIODIESEL IN THE WORLD

o  In 2013, the USA, Brazil and Germany were the top countries in terms of biodiesel production capacity; their combined share in the world’s total capacity was equivalent to 36.7%.

o  In 2013, Europe  was  the  top  biodiesel  producer   in  the  world  with  a  share  of  around  38%  in  the  global  supply.  The  top  five  biodiesel  producing  countries  (namely  the  USA,   Brazil,   Germany,   Indonesia   and   France)   held   a  share  of  51.08%  in  the  world’s  total  produc<on  volume  in  2013.  

www.  mcgroup.co.uk/    -­‐  2014  13  

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14  

WORLDWIDE BIODIESEL AND BIOETHANOL PRODUCTION

F.O Licht In:Global Renewable Fuels Allianc (2013) Hart Energy 2012

GLOBAL DEMAND FOR BIOFUELS WILL GROW 133% UNTIL 2020 !!!

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15  

ANALYTICAL  METHODS  

EvaluaIon  of  raw  material  

Bioethanol:  sugarcane,  corn  and  sugar  beet.  

Biodiesel:  soybeans,  palm  oil  and  cassava.  

Monitoring  of  manufacturing  processes  

Bioethanol:  extrac<on,  

fermenta<on  and  

dis<lla<on.  

Biodiesel:  extrac<on,  

transesterifica<on  and  separa<on.  

MarkeIng  of  products  obtained  

Biofuels:  Quality,  

market    and  inspec<on.  

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16  

BIOFUELS QUALITY

SPECIFICATION

ANALYTICAL METHODS

REFERENCE MATERIAL

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17  

OFFICIAL METHODS Hydrate Ethanol Fuel Specifications

ANALYSIS NORM METHODS ACID ETHANOL   NBR 9866   Colorimetric titration  

CONDUCTIVITY   NBR 10547   Electrical conductivity, cell platinum

SPECIFIC MASS   NBR 5992 or ASTM 4052   Glass the densimeter method

LEVEL ALCOHOL   NBR 15639   Electronic densitometry method pH   NBR 10891   Potentiometric method  

LEVEL ETHANOL   D5501   Gas chromatography

WATER DETERMINATION   NBR 15531 NBR15888  

Volumetric or potentiometric method Karl Fischer

EVAPORATION RESIDUE   NBR 8644   The sample is evaporated in kiln

SODIUM   NBR 10422   Flame photometry  

HYDROCARBONS   BR 13993   Reaction of alcohol with sodium chloride

CHLORIDE AND SULFATE   NBR 10894   Ion Chromatography

COPPER AND IRON   NBR 8644   Atomic absorption spectrophotometry

ANP, RESOLUTION Nº 7, DE 9.2.2011  

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ANALYSIS NORM METHODS

PHOSPHORUS AND SULFUR

NBR 15553 e ASTM D4951, ASTM D6751

Atomic emission spectroscopy with inductively coupled plasma (ICP OES)

CORROSIVENESS TO COPPER

EN 14214, ASTM D6751

Copper plate is submerged in fuel at 50 ° C for 3 h.

CALCIUM AND MAGNESIUM EN 14538 ICP OES

ASPECT RANP 07/08 Visually

TOTAL CONTAMINATION EN 14214, RANP 07/08 Filtration

FREE AND TOTAL GLYCERIN

EN ISO 14105, EN ISO 14106, ASTM D6584 Chromatographic method

CARBON RESIDUE ASTM D4530 EN ISO 10370

Burned sample and the final residue is weighed

ESTER ABNT NBR 15342 Chromatographic method

FLASHPOINT ABNT NBR 14598 Observation of the release of vapors

METHANOL AND ETHANOL ABNT NBR 15343 Chromatographic method

SODIUM AND POTASSIUM

EN ISO 14108 EN ISO 14109 Flame photometry

LOBO, I. V. et. al. Quim. Nova, 32 (6) 1596, 2009.

OFFICIAL METHODS Biodiesel Specifications

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19  SANTOS, A. L. et al. Electroanalysis 24 (8) 1681 2012.

Electrochemical methods for determination of inorganic compounds in bioethanol and biodiesel.

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20  SANTOS, A. L. et al. Electroanalysis 26 (2) 233 2014.

Electroanalytical methods for determination of organic compounds in bioethanol and biodiesel

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21  

Cyclic voltammograms obtained with GCE, Nafion/GCE and CNT/Nafion/GCE with ν=50 mV s-1.

SEM-FEG images of surface of the CNT (A) and CNT/Nafion/GCE in different magnifications: (B) 20 000 and (C) 100 000.

SILVA, J. J.; PAIM, L. L.; STRADIOTTO, N. R. Electroanalysis 26 (8) 1794 2014.

Simultaneous Determination of Iron and Copper in Ethanol Fuel Using Nafion/Carbon Nanotubes Electrode

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22  

Comparing the performance achieved by LSSV, DPSV and SWSV, n=4.

Voltammograms obtained in hydro-alcoholic medium with 30% (v/v) ethanol by LSSV (A), DPSV (B) and SWSV (C) with scan direction from -0.4 V to 0.8 V.

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Comparing the performance achieved by the diferents methods.

Recovery study. A) Voltammograms obtained for ethanolfuel sample, spiked sample and standard additions by LSSV. B) and C) Curves of standard a d d i t i o n s f o r F e 3 + a n d C u 2 + , respectively.

23  

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24  

Cyclic voltammograms for the electropolymerization of o-PD in the absence (A) and in presence (B) of glucose. Inset: pH 4.8 acetate buffer solutions and v=50 mVs-1.

Electropolymerization reaction of o-PD.

An Electrochemical Sensor for Reducing Sugars Based on a Glassy Carbon Electrode Modified with Electropolymerized Molecularly Imprinted Poly-ophenylenediamine Film

Wang, Q. et al. Electroanalysis  26  (7)  1612  2014.

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SEM-FEG images of the surface of the bare glassy

carbon electrode (A), the electrode covered with

the PPD film(B).

25  

(A) CV and (B) EIS of 5.0 mM K3Fe(CN)6 o n t h e b a r e G C E ( a ) ; a f t e r electropolymerization (b); Glu-PPD/GCE after removal of glucose (c); Glu-PPD/GCE after incubation in 2.5 mM glucose (d).

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26  

(A: glucose) and (B : fructose) DPV of increasing reducing sugars concentration in acetate buffer solution (pH 4.8). (C) Dependence of the current change (ΔIp) on the concentration of sugar on Fru-PPD/GCE, Glu-PPD/GCE and NIP (curve c) sensors. (D) linear calibration curve (a: fructose; b: glucose).

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27  

Comparison of analytical performance for the electrochemical determination of glucose.

The black columns are the current change of Glu-PPD/GCE in NaAc-HAc solution (pH 4.8) . The red column is the current change of Fru-PPD/GCE in NaAc-HAc solution (pH 4.8).

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28  

Recovery study of glucose and fructose in standard solutions.

Determination of glucose and fructose in sugarcane industries samples.

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29  

Formation of the NiHCFNP in a solution containing 1.0 mmol L-1 Ni(NO3)2, 0.5 mmolL-1 K3[Fe(CN)6] and 500 mmolL-1 KCl in 100 mmol L-1 HCl on the GC electrode (scan rate of 100 mVs-1).

Images from electron microscopy (2.0 kV) of NiHCFNP in GC (a) magnification 50 000 times (b) magnification 20 000 times.

Simple and direct potentiometric determination of potassium ions in biodiesel microemulsions at a glassy c a r b o n e l e c t r o d e m o d i f i e d w i t h n i c k e l ( I I ) hexacyanoferrate nanoparticles

SEDENHO, G. C.; PAIM, L. L.; STRADIOTTO, N. R. Anal. Methods 5 (16) 4145 2013.

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Potentiometric parameters of NiHCFNP/GC electrodeposited at different concentrations of K3[Fe(CN)6] and Ni(NO3)2 in solution of 500 mmolL-1 KCl and 100 mmolL-1 HCl.

Surface excess and potentiometric parameters obtained in aqueous medium of nanoparticles electrodeposited on GC in solution of 500 mmol L-1 KCl and 100 mmolL-1 HCl, containing 0.5 mmolL-1 K3Fe(CN)6 and 1.0 mmolL-1 Ni(NO3)2.

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31  

CV of GC in 0.1 molL-1 HCl containing 1.0 mmolL-1 K3Fe(CN)6 at a scan rate of 100 mVs-1 in (a) a q u e o u s m e d i u m a n d ( b ) microemulsion 5:70:25 (v/v/v) for biodiesel: propan-1-ol:aqueous solution.

CV of NiHCFNP/GC at a scan rate of 100 mVs-1 in (a) 1.0 molL-1 KCl (b) microemulsion biodiesel:propan-1-ol:aqueous phase (5:70:25 in volume).

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32  

Potentiometr ic response to potassium ion in a microemulsion of biodiesel:propan-1-ol:aqueous phase (5 : 70 : 25 in volume) using the NiHCFNPmodified electrode.

Comparison between different methods using potentiometry for potassium determination.

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Potentiometric selectivity coefficients determined with the modified electrode with NiHCFNP using an interfering constant concentration of interfering ion of 1.0 mmolL-1 and a potassium concentration of 1.0x10-7 molL-1 to 5.0 mmolL-1 in the microemulsion.

Recovery results for the determination of

potassium ions in biodiesel

microemulsions by potentiometry using

GC modified electrode with NiHCFNP.

     _____________________________________                                  _____________________              _  

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34  

SEM images of nano-copper oxide electrodeposited on GCE surface.

Particle size histogram of the nano-copper oxide.

Determination of uronic acids in sugarcane bagasse by anion-exchange chromatography using an electrode modified with copper nanoparticles

BELUOMINI, M. A.; da SILVA, J. L.; STRADIOTTO, N. R. Stradiotto, Anal. Methods 7 2347 2015.

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35  

Cyclic voltammograms of 5.0 mmol L-1 D-galacturonic (-) and D-

glucuronic (--) acids in the presence of 0.1 mmol L-1 NaOH on modified

electrode (CuNP), υ = 50 mVs-1.

Chronoamperometric response to 1.0 mol L-1 of

D-glucuronic acid in alkaline medium during

the period of 1000 s, potential of 0.55 V.

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36  

Isocratic separation chromatogram of standard solution (1) glucose, xylose, mannose, arabinose, (2) D-galacturonic acid, and (3) acid D-glucuronic in CuNP detector

Analyte tm tr tr’ Rs N α k

galacturonic 1.60 8.72 7.12 4.04 3238 1.40 4.45

glucuronic 1.60 11.55 9.95 2.07 3441 6.22

Parameters for the chromatographic separation of D-galacturonic acid and D-glucuronic.

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37  

Chromatogram for sample hydrolyzed of sugarcane bagasse. In (a) the peak (1) shows ox ida t ion o f the sample componen ts , 2 .02 m in and (b ) magnification of the retention times for (2) D-galacturonic acid 8.82 min and (3) D-glucuronic acid, 11.67.

D-galacturonic/ mol L-1 Amount found/ mol L-1 Recovery % 2.5x10-5 2.1 x10-5 84.8 5.0 x10-5 4.8 x10-5 96.0 1.0 x10-5 1.0x10-4 101.5

D-glucuronic 2.5x10-5 2.5 x10-5 101.9 5.0 x10-5 4.7x10-5 95.5 1.0 x10-5 1.0x10-4 100.9

Percent recovered in HPLC technique for the D-galacturonic and D-glucucronic acid.

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ACKNOWLEDGEMENTS

38  

o  Collaborators:

o  Acelino C. de Sá (D. Phil.);

o  Flávia C. U. Santos (Graduet Student);

o  Graziela C. Sedenho (Masters Student);

o  José L. da Silva (D. Phil.);

o  José R. Delfino (D. Phil.);

o  Maísa A. Beluomini (D. Phil.);

o  Milena E. Teixeira (Senior Researcher);

o  Tarso Ferrari (Graduet Student);

o  Thiago M. Mariano (Masters Student);

o  Thulio C. Pereira (D. Phil.).

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ACKNOWLEDGMENT

39  OBRIGADO!

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 BIOENERGY  IN  SAO  PAULO  STATE  

Divisions   Researchers  UNESP   Unicamp   USP   Total  

Use  of  biofuels  in  engines   5   10   8   23  Biofuel  producIon   32   39   57   128  Biorefinery,  chemical  alcohol  and  chemical  oil   5   10   8   23  

Biomass  for  bioenergy   22   14   55   91  Sustainability:  socioeconomic  and  environmental   20   39   42   101  

Total   84   112   170   366  

40  

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Ph.D. Program in Bioenergy

 Name:  Integrated  Ph.D.  Program  in  Bioenergy    InsItuIons:  University  of  São  Paulo  (USP)                                                State  University  of  Campinas  (UNICAMP)                                                State  University  of  São  Paulo  (UNESP)    Modality:  Interdisciplinary    Level:  PhD    CreaIon:  2013  

41  

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•  InsItuIons:                    USP:  16  Researchers  

           UNICAMP:  16  Researchers              UNESP:  15  Researchers  

•  CNPq  Researchers:  38  

•  Total  Supervisors:  47  

Ph.D. Program in Bioenergy

42  

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•  Compulsory  Courses:                          Fundamentals  of  Biomass  Produc<on        Transforma<on  Processes  of  Biomass  into  Biofuel        Social,  Economic  and  Environmental  Sustainability  

Ph.D. Program in Bioenergy

43  

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•  ElecIve  Courses:            Advanced  Topics  in  Biomass  Produc<on  for  Bioenergy      Advanced  Topics  in  Biorefinery  

   Advanced  Topics  in  Engines  and  Biofuel  

   Advanced  Topics  in  Socio-­‐Economic  and  Environmental  Sustainability  

   Advanced  Topics  in  Bioenergy    

   Advanced  Topics  in  Biofuel  Manufacturing  Processes      

Ph.D. Program in Bioenergy

44  

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•  Students  NaIonaliIes  :      Brazil:  32    Argen<na:  2    Colombia:  2    Spain:  2    Honduras:  1    Portugal:  1    Russia:  1    

 

 TOTAL:  41    

   

Ph.D. Program in Bioenergy

45  

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•  OrganizaIon:      Coordinators:  

       Carlos  Alberto  Labate  (USP)  

       Andreas  Karoly  Gombert  (UNICAMP)  

       Jonas  Con<ero  (UNESP)  

     

Ph.D. Program in Bioenergy

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•  OrganizaIon:      ExecuIve  Commicee:      Carlos  Alberto  Labate  (USP)      Igor  Polikarpov  (USP)      Andreas  Karoly  Gombert  (UNICAMP)      Antonio  José  de  Almeida  Meirelles  (UNICAMP)      Eliana  Gertrudes  de  Macedo  Lemos  (UNESP)      Nelson  Ramos  Stradio0o  (UNESP)  

 

Ph.D. Program in Bioenergy

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•  OrganizaIon:      Advisory  Commicee:      José  Eduardo  Krieger  (USP)  -­‐  Research  Provost      Bernade0e  Dora  Gombossy  de  Melo  Franco  (USP)  -­‐  Graduate  Provost      Gláucia  Maria  Pastore  (UNICAMP)  -­‐  Research  Provost      Rachel  Meneguello  (UNICAMP)  -­‐  Graduate  Provost      Maria  José  Soares  Mendes  Giannini  (UNESP)  -­‐  Research  Provost      Eduardo  Kokubun  (UNESP)  -­‐  Graduate  Provost  

 

Ph.D. Program in Bioenergy

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•  Technical  features:        Courses:  English    

   Advisors/Co-­‐advisors:  na<onal/  interna<onal/  state  /  federal  

     Internship:  6  months  

     

 

Ph.D. Program in Bioenergy

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•  University  Units:        USP:  ESALQ,  IFSC,  IQ,  FEL  

   UNICAMP:  FEA,  IQ,  FEAGRI    

   UNESP:  IPBEN,  FCA,  FCAV,  FCF,  FCL,  FEG,  FEIS,  IB,  IBILCE,  IQ.  

       Total  number  of  students  enrolled  in  the  selec<on  process:  79  

Ph.D. Program in Bioenergy

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•  LINKS:      

hcp://genfis40.esalq.usp.br/pg_bio/      

hcp://www.ipben.unesp.br  

Ph.D. Program in Bioenergy

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INSTITUTO DE PESQUISA EM BIOENERGIA IPBEN -UNESP

•  The  IPBEN  UNESP  was  created  in  2011  to  bring  together  researchers  working  in  the  relevant  area  of  Bioenergy  

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Main  Laboratory  in  Campuses  of  Rio  Claro    

(center  of  São  Paulo  State)    Campuses  Araraquara  

Campuses  Assis  

Campuses  Botucatu  

Campuses  Guara<nguetá  

Campuses    Jabu<cabal  

Campuses      São  José  Rio  Preto  

Integra<on  of  7    associated  laboratories  spread  throughout    

the  state  of  São  Paulo  

Campuses    Ilha  Solteira  

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Division   Researchers  

Produc<on  of  Biomass  for  Bioenergy  (ethanol  from  sugarcane  and  biodiesel  from  soil  bean)  

22  

Bioenergy  Produc<on  (Fuel,  Heat,  Electricity)    

32  

Applica<on  of  Bioenergy  (Biofuels  for  Automo<ve  Motors  and  fuel  cell)  

5  

Biorefineries,  Alcohol  Chemistry  and  Oil  Chemistry  (produc<on  of  green  products)  

5  

Sustainability  Aspects    (Biofuell  Economical,  Social  and  Environment    Impact)  

20  

RESEARCHERS and DIVISIONS 84 researchers working in Bioenergy

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AREA RESEARCH  PROJECTS LABORATORIES

GENETIC  IMPROVEMENT

Plant  genomics Jabo<cabal

Func<onal  genomics Lignin  synthesis

Botucatu Plant  systems  biology

AGRICULTURE

Use  of  residues  in  sugarcane  cul<va<on Araraquara

Biological  control

Plant  physiology Jabo<cabal  Botucatu

Fer<lizers Botucatu BASIC  SCIENCES Enzymes Jabo<cabal AGRICULTURAL  ENGINEERING Refined  agriculture Botucatu

BIOMASS  FOR  BIOENERGY    

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AREA   RESEARCH  PROJECTS LABORATORIES

FIRST  GENERATION  

Energy  op<miza<on   Guara<nguetá/Ilha  Solteira  

New  industrial  arrangements   Jabo<cabal  

Fermenta<on  control  processes  

Araraquara  Reactant  in  ethylic  biodiesel  produc<on  

BASIC  SCIENCES  

Biofuels  quality  

Biotechnology   Araraquara/Jabo<cabal/Ilha  Solteira  

Enzymes   São  José  do  Rio  Preto  

CO-­‐PRODUCTS   Electricity  from  cane  biomass   Guara<nguetá/Botucatu/Ilha  Solteira  

SECOND  GENERATION  

Microorganisms  gene<cs  for  enhanced  cellulose  degrada<on   Jabo<cabal/Araraquara/Assis  

Enzima<c  hydrolysis   São  José  do  Rio  Preto/Jabo<cabal  

BIOFUELS  PRODUCTION  

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AREA   RESEARCH  PROJECTS LABORATORIES

ALCOHOL  

ENGINES  Use  of  ethanol  in  motorcycle  engines  

Ilha  Solteira  

Botucatu  

Jabo<cabal  

NEW  ENGINES   Use  of  ethanol  in  diesel  engines  

Guara<nguetá  

Jabo<cabal  

Ilha  Solteira  

FUEL  CELLS   Ethanol  reformer   Guara<nguetá  

APPLICATION  ON  AUTOMOTIVE  MOTORS  

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AREA   RESEARCH  PROJECTS LABORATORIES

GREEN  

PRODUCTS  

Biopolymers  Rio  Claro  

São  José  do  Rio  Preto  

Biosurfactants  Rio  Claro  

Jabo<cabal  

BIOREFINERIES,  ALCOHOL  CHEMISTRY    AND  OIL  CHEMISTRY  

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AREA   RESEARCH  PROJECTS LABORATORIES

SOCIAL  ASPECTS  

Impacts  of  sugarcane  ethanol  expansion   Jabo<cabal  

Impacts  of  sugarcane  Botucatu  

Rural  planning  

ENVIRONMENTAL  ASPECTS  

Impacts  on  water  resources   São  José  do  Rio  Preto  Araraquara  

Impacts  on  biodiversity   Araraquara  Assis  

ECONOMICAL  ASPECTS  

Modern  biomass  economy  Guara<nguetá  Ilha  Solteira  Botucatu  

Cer<fica<on  studies   Araraquara  Ilha  Solteira  

SUSTAINABILITY  ASPECTS  

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Total:  350  

•  SUPPORT  RESEARCH  -­‐  66  IN  PROGRESS  -­‐  27  COMPLETED  

•  SCHOLARSHIP  IN  THE  COUNTRY:  -­‐  116  IN  PROGRESS                          -­‐  136  COMPLETED      

 

•  SCHOLARSHIP  OUTSIDE  THE  COUNTRY    

             -­‐  04  IN  PROGRESS                -­‐  01  COMPLETED  

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OBRIGADO