SlideShare a Scribd company logo
1 of 20
Download to read offline
Algae for biofuels production
Process description, life cycle assessment
and some information on cost

Pierpaolo Cazzola, IEA Secretariat

Escuela de organisación industrial
Instituto madrileño de estudios avanzados
Jornada de difusion técnica
Microalagas. Una fuente de petroleo verde?

Madrid, April 8th, 2010
                                             © OECD/IEA 2010
Photosynthesis
                  Fundamentals

                   Photosynthesis: metabolic synthesis of complex organic
                    material using carbon dioxide, water, inorganic salts, and
                    energy from the solar radiation
                   Net primary productivity: the rate at which an ecosystem
                    accumulates energy or biomass, excluding the energy it uses
                    for the process of respiration
                   The main limiting factors for the net primary productivity of
                    photosynthesis include CO2 availability (depending on the
                    partial pressure of CO2 in the air), water availability,
                    soil/water characteristics (need for enough N and P),
                    ambient temperature (affecting the efficiency of enzymes)
                   The theoretical efficiency of photosynthesis in natural plants
                    (energy content of biomass synthesized/total incident solar
                    radiation) is 11%. The maximum practically achievable is
                    close to 6-7%


© OECD/IEA 2010                                                               © OECD/IEA 2010
Photosynthesis
                   Characteristics
                    Rate of net                    Atmospheric CO2       Given the atmospheric CO2
                  photosynthesis                     concentration        concentration, there is no
                  (biomass yield)
                                                                          increase in biomass yield beyond
                                                                          a certain amount of solar
                     Maximum                                              radiation (light saturation level)
                   rate(s) of net
                  photosynthesis                                         Increasing the atmospheric CO2
                                                                          concentration can increase (up to
                                                                          an optimal value) the efficiency
                                                                          of the photosynthesis (higher net
                                                                          primary productivity efficiency,
                                                    Light                 and higher biomass yields per
                                                    saturation            unit of land surface)
                                                    level

                                    Light           Photosyntetically      Enriching the CO2 concentration
                                    compensation     active radiation       is difficult for terrestrial plants,
                                    point(s)
                                                                            but it is feasible in the case of
                                                                            microalgae (flue gases,
                                                                            opportunities for sequestration)


© OECD/IEA 2010                                                                                            © OECD/IEA 2010
Algae
                  Characteristics
                   Typical efficiencies of the photosynthesis for terrestrial plants, are
                    around 1%
                   Typical biomass yield is below 10 g/m2/day for terrestrial plants
                   Certain algal species have photosynthetic efficiency and lipids/oil
                    production potential that is higher than many terrestrial crop plants
                   Algae may achieve an efficiency of the photosynthesis closer to the 6-
                    7% practical maximum, and biomass yields above 20 g/m2/day




© OECD/IEA 2010                                                                      © OECD/IEA 2010
Algae
                  Biofuel production chain

                  Nutrients, CO2,
                  water, sunlight,     Cultivation     Harvesting and     Electricity
                  electricity                          concentration

                       Electricity                                        Heat,
                                                           Drying         electricity
                                      Separation of
                   Harvesting and
                   concentration
                                       water and        Oil extraction    Solvents
                                      biomass and
                     Combined
                                      oil extraction
                                                       Harvesting and     Electricity
                         water                         concentration
                   separation and
                    oil extraction
                                                        Extraction of
                                                         fats from a
                                                                          Organic
                        Heat,                           concentrated
                        Electricity   Conversion to    solution without
                                                                          solvents

                                        biodiesel           drying         Heat
© OECD/IEA 2010                                                               © OECD/IEA 2010
Algae
                  Cultivation systems                   (1)

                  • Currently, two main solutions for algae
                    cultivation have been adopted
                     • Open ponds (raceways)
                     • Photobioreactors (PBR)




© OECD/IEA 2010                                               © OECD/IEA 2010
Algae
                  Cultivation systems                                  (2)

                   Open ponds (raceways)
                      Large, beyond lab scale, but not commercial
                      Subject to contamination from predator strains
                      Subject to evaporative water loss
                      Subject to a difficult control of temperature (day/night,
                       seasonal)
                      Lead to solutions with little biomass concentration
                      Require larger amount of nutrients (N, P, K)




© OECD/IEA 2010                                                                    © OECD/IEA 2010
Algae
                  Cultivation systems                              (3)

                   Photobioreactors (PBR)
                      Allow single species culture
                      Allow easier and accurate provision
                       of nutrients (N, P)
                      Lead to more concentrated solutions
                      Need larger amounts of energy for mixing and to
                       maintain temperature
                      With flue gases (having an higher CO2 concentration than
                       the atmosphere) PBR can lead to higher biomass yield
                       compared to open ponds and lower energy requirements
                      Reduced footprint if there is sufficient light (e.g. when
                       solar radiation is high) because the optimal illumination
                       intensity for algae is below those typical of a sunny day in
                       between the tropics (light saturation, opportunity to pile
                       up PBRs)
                      Laboratory scale, never scaled up, not commercial
© OECD/IEA 2010                                                                 © OECD/IEA 2010
Algae
                        Yields
                        Evolution of biomass yields reached from 1975 to 2008 in
                        laboratories (excluding company claims)
g/m2/day




                                                                                        Open ponds Photobioreactors
                           Photobioreactors   Open ponds      Open ponds,   Photobioreactors,
                                                              average       average
                                              NREL Acquatic
                                              Species
                                              Program


                         PBR developed mainly after 1995
                         No clear indication of higher yields from PBR with respect to open
                          ponds, notwithstanding other advantages
      © OECD/IEA 2010                                                                                        © OECD/IEA 2010
Algae
                  Yields used for the analysis
                  • Biomass yield on average around 20 g/m2/day, with peaks at
                    60 g/m2/day (claims beyond that exist, but they are likely to
                    refer to very special and limited conditions)
                  • 20 g/m2/day considered as indicative for average production
                    across long periods of time (maybe conservative)
                  • Average yield of oil suitable for the production of biodiesel is
                    typically included between 20 and 50 %
                       • It can even reach 90% for some species (under particular
                         conditions), but high lipid fractions are generally associated to
                         low overall biomass productivity (plants tend to produce fats
                         when they are under stress, and therefore when their growth
                         rates are limited)
                  •   Assuming 20%(maybe conservative), yields of algal oil are
                      close to 20000 L/ha/year, about 5 times higher than the best
                      yields achieved for the “first generation” crops (palm oil in
                      South East Asia)
                       • Less conservative estimates (especially for oil yields) lead to even
                         higher values
© OECD/IEA 2010                                                                          © OECD/IEA 2010
Algae
                  Water separation  oil extraction
                  •   Algae are produced in a water-rich solution
                  •   The oily component needs to be extracted and converted to fuel
                  •   The extraction of the oily component can be done through
                      chemical processes that
                       a) require mechanical disruption of the biomass cells to free the lipid
                          materials (generally contained in the cell walls) from the cellular
                          structure (harvesting). Such processes need high temperatures and
                          pressures, and:
                            may require the use of solvents (e.g. organic two-solvent system, leveraging on
                             the “like dissolves like” principle), applied in combination with a de-watering
                             step and a drying phase before the oil extraction, to reduce the need for
                             solvents and to enhance their effectiveness
                            may not require solvents, and could combine oil extraction and water
                             separation (subcritical water extraction, taking advantage of the higher
                             miscibility of oils in quasi-supercritical water and their easy separation once
                             the temperature and the pressure of the solution are reduced)
                       b) extract the fats using organic solvents that are compatible with a re-
                          cycling of the algae in the bio-reactor, without requiring high
                          temperatures and pressures
                            such processes are the object of an increased attention from companies that
                             are patenting their developments while undertaking small-scale pilot tests

© OECD/IEA 2010                                                                                      © OECD/IEA 2010
Algae
                  Harvesting, concentration
                  •   The harvesting process occurs through a number of steps
                  •   Flocculation
                       • Use of chemical binding agents and air flotation (established
                         solution for sewage systems) in order to collect biomass
                  •   Filtration
                       • Process used after flocculation, to reduce the amount of water
                       • It needs to be Risk of blinding of pores vs. efficacy for de-watering
                  •   Centrifugation
                       • Mechanical process well established in industry, it enhances the
                         concentration and may destroy the cell wall, leading to a difficult
                         extraction of oils. As a result, appropriate strains would need to be
                         developed
                  •   Flocculation, filtration  about 3% concentration in water
                  •   Centrifugation  about 20%
                  •   Further concentration of the biomass is required for the oil
                      extraction through conventional solvents

© OECD/IEA 2010                                                                             © OECD/IEA 2010
Algae
                  Drying, other high-temperature & pressure processes
                  •   Drying is one option for the achievement of a higher biomass
                      concentration in water
                       • Very energy intensive (need for heat and high pressure), it can
                         require around 60% of the energy content of algae
                  • Strains with higher energy content may help reduce energy
                    needs for drying, especially if the non-oil biomass residues are
                    re-cycles for the generation of heat
                  • Drying leads to concentrated biomass and oils, which can be
                    separated using solvents
                  •   Combined water separation and oil extraction in quasi-
                      supercritical water (relying on the larger solubility of oil in
                      quasi-supercritical water) is a possible alternative
                       • This approach is also very energy intensive (need for heat to reach
                         very high temperatures, and high pressure)
                       • Its energy demand can be reduced by limiting the amount of
                         quasi-supercritical water. In this case centrifugation is not enough

© OECD/IEA 2010                                                                         © OECD/IEA 2010
Algae
                  Water separation and oil extraction
                  •   Organic solvents may provide an alternative oil extraction
                      process
                       • They do not require high temperatures and pressures, making their
                         use much less energy intensive than other processes
                       • They are compatible with a re-cycling of the algae in the bio-
                         reactor, but this feature implies a reduced effectiveness of the
                         organic solvents
                  •   Skipping the drying step is a challenge (and an opportunity)
                      to reduce the energy consumption needed for the
                      production of algae biofuels (and to cut production costs!)
                       • this approach is being increasingly investigated because of the
                         significant potential advantages that would derive from its
                         successful application
                  •   Some startups (Algae Link, Origin oil) are examples of those
                      aiming to skip the drying phase through the direct extraction
                      of oils, combined with the use of biomass residues for biogas
                      production

© OECD/IEA 2010                                                                            © OECD/IEA 2010
Algae
                  Conversion to fuels                                               (1)
                  •   Algal-oils are suitable for processes conventionally used for
                      the conversion of vegetable oil to biodiesel, like
                      hydrogenation and trans-esterification
                       • Some lipids and pigments (e.g. chlorophyll) are not suitable for
                         trans-esterification
                       • The oil extraction through organic solvents can exclude such
                         components
                  •   If grown in the dark, algae can also convert sugars into ethanol
                      and other alcohols (heterotrophic fermentation), as well as
                      hydrocarbons
                       • Photosynthetic processes are suppressed once algae are grown in
                         the dark, and the synthesis of hydrocarbons or alcohols occurs if the
                         organisms are fed with sugars
                       • Alcohol production can also be accomplished through the
                         production and storage of starch through photosynthesis within the
                         algae
                  •   Algae may also be more suitable than other organisms for the
                      conversion of cellulosic materials if they are proven more
                      resistant to pre-treatment agents

© OECD/IEA 2010                                                                             © OECD/IEA 2010
Algae
                  Conversion to fuels                                                    (2)
                  •   Technologies like pyrolysis, gasification, anaerobic digestion, and
                      supercritical processing allow the conversion of whole algae into fuels
                      instead of first extracting oils and post-processing
                       • Pyrolyisis typically yields to a material that can enter the refining process
                         and be converted (hydrotreating and hydrocracking) to refining products
                       • Being already fractioned, algae are particularly suitable for flash-
                         pyrolysis, but the presence of water and the need to dry the biomass
                         poses significant problems (high energy requirements and high costs)
                       • Algae are a potential feedstock for biomass gasification and conversion to
                         fuels via Fischer-Tropsch synthesis (biomass-to-liquids, BTL). Since FT
                         synthesis is an exothermic process, it could provide some of the heat
                         needed for the drying phase
                       • Biogas can be produced from the anaerobic digestion of macroalgae,
                         eliminating some of the energy intensive steps of other conversion
                         processes
                       • The extraction and simultaneous trans-esterification of oils using
                         supercritical ethanol or methanol is emerging as a lower-cost innovative
                         approach (up to half of the conventional approach) to convert vegetable
                         oils. Its applicability to algae is not yet proven, but the pathway
                         (exhibiting some water tolerance) could be promising


© OECD/IEA 2010                                                                                 © OECD/IEA 2010
Algae
                  Life cycle analysis                                          (1)
                   The cultivation and the drying phase are extremely relevant
                    when the production of algae is analyzed with respect to life-
                    cycle emissions
                     • The cultivation is affected by the need to provide nutrients
                       (chemicals) to the microalgae, and by the energy requirements and
                       emissions due to their manufacture
                     • Drying is characterized by high energy requirements. Specific GHG
                       and pollutant emissions depend on the type of fuel used for the
                       provision of the heat needed in the drying process




© OECD/IEA 2010                                                                      © OECD/IEA 2010
Algae
                  Life cycle analysis                                                                    (2)
                                                                        Energy balance of different pathways
                                                         MJreauired/MJbiofuel




                                                                           GHG balance of different pathways
                                                         kg CO2 eq/MJbiofuel




                        Comparative value
                        Gasoline (WTW)
                        0.15-0.2 MJrequired/Mjbiofuel
                        0.08-0.084 kg CO2 eq/MJbiofuel
© OECD/IEA 2010                                                                                                © OECD/IEA 2010
Algae
                  Costs
                   Little information in literature
                   Some technical-economic estimates (yields and oil content ad those
                     assumed) indicate cost estimates close to:
                       USD 2-2.5/L of oil produced in open ponds and fermenters (algae grown in
                        the dark)
                       USD 5-6/L of oil produced in PBR
                   The production processes are still under development
                   Some of the steps currently required (notably drying) lead to
                    relatively high costs because of the important energy requirements.
                    These are such that algal biofuels are not cost competitive at the
                    moment
                   Process improvements are possible and are currently the subject of
                    research in this area
                   Possible targets for improvement are:
                      a) The development of new strains of plants, optimised for biomass production
                         or oil synthesis, for instance
                      b) The development of extraction and conversion processes allowing the
                         recycling of water, little energy consumption and even the recycling of the
                         living organisms, ideally

© OECD/IEA 2010                                                                                © OECD/IEA 2010
Algae
                  Conclusions
                   Algae have the potential to be efficient organisms to produce biomass for
                      energy use
                     The production of liquid fuels from algae is not easy: algae produce oily
                      feedstocks under stressed conditions and with lower yields, and the oily
                      feedstocks need to be extracted and separated from water
                     The cultivation and the drying phase are extremely relevant when the
                      production of algae is analyzed with respect to life-cycle emissions
                     Currently, two main solutions for algae cultivation have been adopted:
                      open ponds and photobioreactors. There is no clear winner at the
                      moment amongst these solutions at the moment
                     The current estimates of production costs of liquid biofuels from algae are
                      still high, especially for photobioreactirs. Costs will have to be reduced
                      very significantly to reach competitiveness
                     The significant potential for research and the development of new strains
                      is encouraging
                     Algae will probably lead first to the production of high-value products
                      (like some specific proteins) before becoming a mainstream source of fuel
                     The combination of the growth of algae and the treatment of sewage
                      water (wich would be providing nutrients) have the potential to offer
                      interesting synergies
© OECD/IEA 2010                                                                            © OECD/IEA 2010

More Related Content

What's hot

Spotlight on Analytical Applications e-Zine - Volume 2
Spotlight on Analytical Applications e-Zine - Volume 2Spotlight on Analytical Applications e-Zine - Volume 2
Spotlight on Analytical Applications e-Zine - Volume 2PerkinElmer, Inc.
 
Making ATP Concept Mapping Review
Making ATP Concept Mapping ReviewMaking ATP Concept Mapping Review
Making ATP Concept Mapping ReviewStephen Taylor
 
Biofuels Solutions For Ag Machinery - Peter Pickel
Biofuels Solutions For Ag Machinery - Peter PickelBiofuels Solutions For Ag Machinery - Peter Pickel
Biofuels Solutions For Ag Machinery - Peter PickelBioMotion Tour
 
DANETV On Bright Green COP15
DANETV On Bright Green COP15DANETV On Bright Green COP15
DANETV On Bright Green COP15ChristianGroen
 
Solar technologies- Introduction and Basics
Solar technologies- Introduction and BasicsSolar technologies- Introduction and Basics
Solar technologies- Introduction and BasicsSumiit Mathur
 
Chem iv unit_2_st_[compatibility_mode]
Chem iv unit_2_st_[compatibility_mode]Chem iv unit_2_st_[compatibility_mode]
Chem iv unit_2_st_[compatibility_mode]Peeranut Chindanonda
 
Integrated LCA for Printing Service in an emerging country final
Integrated LCA for Printing Service in an emerging country finalIntegrated LCA for Printing Service in an emerging country final
Integrated LCA for Printing Service in an emerging country finalShimizu Printing Inc.
 
N bird alternative accounting
N bird   alternative accountingN bird   alternative accounting
N bird alternative accountingtheREDDdesk
 
[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa
[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa
[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessaGBC Finland
 
ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...
ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...
ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...Engineers Australia
 
Dr Richard Pike Chemistry, Energy and Climate Change
Dr Richard Pike   Chemistry, Energy and Climate ChangeDr Richard Pike   Chemistry, Energy and Climate Change
Dr Richard Pike Chemistry, Energy and Climate ChangeJon Edwards
 
Bmp 370 kw grid connected power plants
Bmp 370 kw grid connected power plantsBmp 370 kw grid connected power plants
Bmp 370 kw grid connected power plantsMuhammed Wasim
 
Icam 2009 Soft Actuators H Bridges Nanopores
Icam 2009 Soft Actuators H Bridges NanoporesIcam 2009 Soft Actuators H Bridges Nanopores
Icam 2009 Soft Actuators H Bridges Nanoporesdickbroer
 
Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...
Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...
Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...Global Risk Forum GRFDavos
 
Green mapicons v3_chart_stupa3
Green mapicons v3_chart_stupa3Green mapicons v3_chart_stupa3
Green mapicons v3_chart_stupa3Elisa Sutanudjaja
 
Ammonia Transformation And Utilization.
Ammonia Transformation And Utilization.Ammonia Transformation And Utilization.
Ammonia Transformation And Utilization.mbaltazar
 

What's hot (20)

Spotlight on Analytical Applications e-Zine - Volume 2
Spotlight on Analytical Applications e-Zine - Volume 2Spotlight on Analytical Applications e-Zine - Volume 2
Spotlight on Analytical Applications e-Zine - Volume 2
 
Making ATP Concept Mapping Review
Making ATP Concept Mapping ReviewMaking ATP Concept Mapping Review
Making ATP Concept Mapping Review
 
Biofuels Solutions For Ag Machinery - Peter Pickel
Biofuels Solutions For Ag Machinery - Peter PickelBiofuels Solutions For Ag Machinery - Peter Pickel
Biofuels Solutions For Ag Machinery - Peter Pickel
 
DANETV On Bright Green COP15
DANETV On Bright Green COP15DANETV On Bright Green COP15
DANETV On Bright Green COP15
 
Bionic - From Biomass To Energy
Bionic - From Biomass To EnergyBionic - From Biomass To Energy
Bionic - From Biomass To Energy
 
Solar technologies- Introduction and Basics
Solar technologies- Introduction and BasicsSolar technologies- Introduction and Basics
Solar technologies- Introduction and Basics
 
Chem iv unit_2_st_[compatibility_mode]
Chem iv unit_2_st_[compatibility_mode]Chem iv unit_2_st_[compatibility_mode]
Chem iv unit_2_st_[compatibility_mode]
 
Integrated LCA for Printing Service in an emerging country final
Integrated LCA for Printing Service in an emerging country finalIntegrated LCA for Printing Service in an emerging country final
Integrated LCA for Printing Service in an emerging country final
 
Bionic - Combined Treatment of Waste Streams
Bionic - Combined Treatment of Waste StreamsBionic - Combined Treatment of Waste Streams
Bionic - Combined Treatment of Waste Streams
 
N bird alternative accounting
N bird   alternative accountingN bird   alternative accounting
N bird alternative accounting
 
Renewable resources
Renewable resources Renewable resources
Renewable resources
 
[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa
[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa
[Vihreä Foorumi 28.2.2013]: Matti Kuittinen: Puu vähähiilisessä rakentamisessa
 
ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...
ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...
ICWES15 - Hungry for Power - Challenges for the Municipal Wastewater Treatmen...
 
Dr Richard Pike Chemistry, Energy and Climate Change
Dr Richard Pike   Chemistry, Energy and Climate ChangeDr Richard Pike   Chemistry, Energy and Climate Change
Dr Richard Pike Chemistry, Energy and Climate Change
 
Bmp 370 kw grid connected power plants
Bmp 370 kw grid connected power plantsBmp 370 kw grid connected power plants
Bmp 370 kw grid connected power plants
 
Icam 2009 Soft Actuators H Bridges Nanopores
Icam 2009 Soft Actuators H Bridges NanoporesIcam 2009 Soft Actuators H Bridges Nanopores
Icam 2009 Soft Actuators H Bridges Nanopores
 
Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...
Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...
Annette COWIE, Bhupinderpal SINGH, Lukas VAN ZWIETEN "The value of soil organ...
 
Green mapicons v3_chart_stupa3
Green mapicons v3_chart_stupa3Green mapicons v3_chart_stupa3
Green mapicons v3_chart_stupa3
 
Ammonia Transformation And Utilization.
Ammonia Transformation And Utilization.Ammonia Transformation And Utilization.
Ammonia Transformation And Utilization.
 
ALGAE Upscaling and costs
ALGAE Upscaling and costsALGAE Upscaling and costs
ALGAE Upscaling and costs
 

Similar to Algae for biofuels production

Greener 2nd generation of biodiesel oil
Greener 2nd generation of biodiesel oilGreener 2nd generation of biodiesel oil
Greener 2nd generation of biodiesel oilJelliarko Palgunadi
 
Environmental pollution
Environmental pollutionEnvironmental pollution
Environmental pollutionVeede Sunil
 
Terra derm tulsa web version comp
Terra derm tulsa web version compTerra derm tulsa web version comp
Terra derm tulsa web version compbharathpraj
 
Mie Kodwo - From 'Burgers' to Biofuels
Mie Kodwo - From 'Burgers' to BiofuelsMie Kodwo - From 'Burgers' to Biofuels
Mie Kodwo - From 'Burgers' to BiofuelsAGYC Conference 2012
 
A new dawn for industrial photosynthesis
A new dawn for industrial photosynthesisA new dawn for industrial photosynthesis
A new dawn for industrial photosynthesisbueno buono good
 
ECOSYSTEMS concept map BY GRP 6
ECOSYSTEMS concept map BY GRP 6ECOSYSTEMS concept map BY GRP 6
ECOSYSTEMS concept map BY GRP 6Kyle Diamse
 
Cofiring biomass & coal
Cofiring biomass & coalCofiring biomass & coal
Cofiring biomass & coalrwrzwart
 
C02-neutral bioenergy
C02-neutral bioenergyC02-neutral bioenergy
C02-neutral bioenergyMetso Group
 
Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...
Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...
Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...Graciela Chichilnisky
 
General Waste Treatment Presentation EKOGEA EAST srl
General Waste Treatment Presentation EKOGEA EAST srlGeneral Waste Treatment Presentation EKOGEA EAST srl
General Waste Treatment Presentation EKOGEA EAST srlbhajsek
 
CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)
CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)
CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)Graciela Chichilnisky
 
Tapping technology’s potential to secure a clean energy future
Tapping technology’s potential to secure a clean energy futureTapping technology’s potential to secure a clean energy future
Tapping technology’s potential to secure a clean energy futureInternational Energy Agency
 
Harnessing Energy from Algae - TERI Energy Security Insights 2011
Harnessing Energy from Algae - TERI Energy Security Insights 2011Harnessing Energy from Algae - TERI Energy Security Insights 2011
Harnessing Energy from Algae - TERI Energy Security Insights 2011Sumiit Mathur
 

Similar to Algae for biofuels production (20)

Soils - Jeff Baldock
Soils - Jeff BaldockSoils - Jeff Baldock
Soils - Jeff Baldock
 
Greener 2nd generation of biodiesel oil
Greener 2nd generation of biodiesel oilGreener 2nd generation of biodiesel oil
Greener 2nd generation of biodiesel oil
 
Green office tips
Green office tipsGreen office tips
Green office tips
 
Environmental pollution
Environmental pollutionEnvironmental pollution
Environmental pollution
 
Terra derm tulsa web version comp
Terra derm tulsa web version compTerra derm tulsa web version comp
Terra derm tulsa web version comp
 
Mie Kodwo - From 'Burgers' to Biofuels
Mie Kodwo - From 'Burgers' to BiofuelsMie Kodwo - From 'Burgers' to Biofuels
Mie Kodwo - From 'Burgers' to Biofuels
 
Global Bioenergies
Global BioenergiesGlobal Bioenergies
Global Bioenergies
 
A new dawn for industrial photosynthesis
A new dawn for industrial photosynthesisA new dawn for industrial photosynthesis
A new dawn for industrial photosynthesis
 
ECOSYSTEMS concept map BY GRP 6
ECOSYSTEMS concept map BY GRP 6ECOSYSTEMS concept map BY GRP 6
ECOSYSTEMS concept map BY GRP 6
 
Cofiring biomass & coal
Cofiring biomass & coalCofiring biomass & coal
Cofiring biomass & coal
 
C02-neutral bioenergy
C02-neutral bioenergyC02-neutral bioenergy
C02-neutral bioenergy
 
Torrefaction Poster ETPC
Torrefaction Poster ETPCTorrefaction Poster ETPC
Torrefaction Poster ETPC
 
BIOCRUDE OIL PRODUCTION
BIOCRUDE OIL PRODUCTION  BIOCRUDE OIL PRODUCTION
BIOCRUDE OIL PRODUCTION
 
Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...
Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...
Closing the Carbon Cycle for Sustainability - Peter Eisenberger (October 15, ...
 
General Waste Treatment Presentation EKOGEA EAST srl
General Waste Treatment Presentation EKOGEA EAST srlGeneral Waste Treatment Presentation EKOGEA EAST srl
General Waste Treatment Presentation EKOGEA EAST srl
 
CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)
CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)
CLOSING THE CARBON CYCLE - Peter Eisenberger (October 16, 2012 @ London)
 
Tapping technology’s potential to secure a clean energy future
Tapping technology’s potential to secure a clean energy futureTapping technology’s potential to secure a clean energy future
Tapping technology’s potential to secure a clean energy future
 
CO2 Mitigation
CO2 MitigationCO2 Mitigation
CO2 Mitigation
 
Harnessing Energy from Algae - TERI Energy Security Insights 2011
Harnessing Energy from Algae - TERI Energy Security Insights 2011Harnessing Energy from Algae - TERI Energy Security Insights 2011
Harnessing Energy from Algae - TERI Energy Security Insights 2011
 
Insights on Sustainability: Unica´s Vision
Insights on Sustainability: Unica´s VisionInsights on Sustainability: Unica´s Vision
Insights on Sustainability: Unica´s Vision
 

More from EOI Escuela de Organización Industrial

Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....
Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....
Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....EOI Escuela de Organización Industrial
 
Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...
Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...
Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...EOI Escuela de Organización Industrial
 
El asesoramiento para la transición digital en el sector agroalimentario espa...
El asesoramiento para la transición digital en el sector agroalimentario espa...El asesoramiento para la transición digital en el sector agroalimentario espa...
El asesoramiento para la transición digital en el sector agroalimentario espa...EOI Escuela de Organización Industrial
 
Programas Generación Digital PYMES y Generación Digital Agentes del Cambio, ...
Programas Generación Digital PYMES y Generación Digital Agentes del Cambio,  ...Programas Generación Digital PYMES y Generación Digital Agentes del Cambio,  ...
Programas Generación Digital PYMES y Generación Digital Agentes del Cambio, ...EOI Escuela de Organización Industrial
 
Ayudas para divulgación, actividades demostrativas y cursos de digitalización
Ayudas para divulgación, actividades demostrativas y cursos de digitalizaciónAyudas para divulgación, actividades demostrativas y cursos de digitalización
Ayudas para divulgación, actividades demostrativas y cursos de digitalizaciónEOI Escuela de Organización Industrial
 

More from EOI Escuela de Organización Industrial (20)

Establecimiento de la oficina de asesoramiento nacional.
Establecimiento de la oficina de asesoramiento nacional.Establecimiento de la oficina de asesoramiento nacional.
Establecimiento de la oficina de asesoramiento nacional.
 
Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....
Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....
Servicios de asesoramiento en digitalización. Unión de Pequeños Agricultores....
 
Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...
Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...
Prestación de asesoramiento y creación de un servicio de asesoramiento - Juan...
 
El asesoramiento para la transición digital en el sector agroalimentario espa...
El asesoramiento para la transición digital en el sector agroalimentario espa...El asesoramiento para la transición digital en el sector agroalimentario espa...
El asesoramiento para la transición digital en el sector agroalimentario espa...
 
SPEECH EEPA AWARDS_the break.pdf
SPEECH EEPA AWARDS_the break.pdfSPEECH EEPA AWARDS_the break.pdf
SPEECH EEPA AWARDS_the break.pdf
 
Programas Generación Digital PYMES y Generación Digital Agentes del Cambio, ...
Programas Generación Digital PYMES y Generación Digital Agentes del Cambio,  ...Programas Generación Digital PYMES y Generación Digital Agentes del Cambio,  ...
Programas Generación Digital PYMES y Generación Digital Agentes del Cambio, ...
 
Generación D
Generación DGeneración D
Generación D
 
Centro de Competencias para la formación digital agroalimentaria
Centro de Competencias para la formación digital agroalimentariaCentro de Competencias para la formación digital agroalimentaria
Centro de Competencias para la formación digital agroalimentaria
 
Ayudas para divulgación, actividades demostrativas y cursos de digitalización
Ayudas para divulgación, actividades demostrativas y cursos de digitalizaciónAyudas para divulgación, actividades demostrativas y cursos de digitalización
Ayudas para divulgación, actividades demostrativas y cursos de digitalización
 
Paquete de Digitalización
Paquete de DigitalizaciónPaquete de Digitalización
Paquete de Digitalización
 
Plan de Recuperación, Transformación y Resiliencia
Plan de Recuperación, Transformación y ResilienciaPlan de Recuperación, Transformación y Resiliencia
Plan de Recuperación, Transformación y Resiliencia
 
Programa Kit Digital PKD enero 2022
Programa Kit Digital PKD enero 2022Programa Kit Digital PKD enero 2022
Programa Kit Digital PKD enero 2022
 
La gestión de la diversidad en las empresas españolas (2009)
La gestión de la diversidad en las empresas españolas (2009)La gestión de la diversidad en las empresas españolas (2009)
La gestión de la diversidad en las empresas españolas (2009)
 
Tecnología para alimentar el mundo por Alberto Oikawa
Tecnología para alimentar el mundo por Alberto  OikawaTecnología para alimentar el mundo por Alberto  Oikawa
Tecnología para alimentar el mundo por Alberto Oikawa
 
Globalización post covid-19 por Stefano Pilotto
Globalización post covid-19 por Stefano PilottoGlobalización post covid-19 por Stefano Pilotto
Globalización post covid-19 por Stefano Pilotto
 
Marketing del día después por José María Corella
Marketing del día después por José María CorellaMarketing del día después por José María Corella
Marketing del día después por José María Corella
 
Carrera Internacional por Begoña Lanzazuri
Carrera Internacional por Begoña LanzazuriCarrera Internacional por Begoña Lanzazuri
Carrera Internacional por Begoña Lanzazuri
 
Organizarse mejor en tiempos de teletrabajo por Consuelo Verdú
Organizarse mejor en tiempos de teletrabajo por Consuelo VerdúOrganizarse mejor en tiempos de teletrabajo por Consuelo Verdú
Organizarse mejor en tiempos de teletrabajo por Consuelo Verdú
 
Metodologia OKR para lograr el éxito por Javier Martín
Metodologia OKR para lograr el éxito por Javier MartínMetodologia OKR para lograr el éxito por Javier Martín
Metodologia OKR para lograr el éxito por Javier Martín
 
¿Buscas salud integral? Usa tu cerebro por Inmaculada Cubero
¿Buscas salud integral? Usa tu cerebro por Inmaculada Cubero¿Buscas salud integral? Usa tu cerebro por Inmaculada Cubero
¿Buscas salud integral? Usa tu cerebro por Inmaculada Cubero
 

Algae for biofuels production

  • 1. Algae for biofuels production Process description, life cycle assessment and some information on cost Pierpaolo Cazzola, IEA Secretariat Escuela de organisación industrial Instituto madrileño de estudios avanzados Jornada de difusion técnica Microalagas. Una fuente de petroleo verde? Madrid, April 8th, 2010 © OECD/IEA 2010
  • 2. Photosynthesis Fundamentals  Photosynthesis: metabolic synthesis of complex organic material using carbon dioxide, water, inorganic salts, and energy from the solar radiation  Net primary productivity: the rate at which an ecosystem accumulates energy or biomass, excluding the energy it uses for the process of respiration  The main limiting factors for the net primary productivity of photosynthesis include CO2 availability (depending on the partial pressure of CO2 in the air), water availability, soil/water characteristics (need for enough N and P), ambient temperature (affecting the efficiency of enzymes)  The theoretical efficiency of photosynthesis in natural plants (energy content of biomass synthesized/total incident solar radiation) is 11%. The maximum practically achievable is close to 6-7% © OECD/IEA 2010 © OECD/IEA 2010
  • 3. Photosynthesis Characteristics Rate of net Atmospheric CO2  Given the atmospheric CO2 photosynthesis concentration concentration, there is no (biomass yield) increase in biomass yield beyond a certain amount of solar Maximum radiation (light saturation level) rate(s) of net photosynthesis  Increasing the atmospheric CO2 concentration can increase (up to an optimal value) the efficiency of the photosynthesis (higher net primary productivity efficiency, Light and higher biomass yields per saturation unit of land surface) level Light Photosyntetically  Enriching the CO2 concentration compensation active radiation is difficult for terrestrial plants, point(s) but it is feasible in the case of microalgae (flue gases, opportunities for sequestration) © OECD/IEA 2010 © OECD/IEA 2010
  • 4. Algae Characteristics  Typical efficiencies of the photosynthesis for terrestrial plants, are around 1%  Typical biomass yield is below 10 g/m2/day for terrestrial plants  Certain algal species have photosynthetic efficiency and lipids/oil production potential that is higher than many terrestrial crop plants  Algae may achieve an efficiency of the photosynthesis closer to the 6- 7% practical maximum, and biomass yields above 20 g/m2/day © OECD/IEA 2010 © OECD/IEA 2010
  • 5. Algae Biofuel production chain Nutrients, CO2, water, sunlight, Cultivation Harvesting and Electricity electricity concentration Electricity Heat, Drying electricity Separation of Harvesting and concentration water and Oil extraction Solvents biomass and Combined oil extraction Harvesting and Electricity water concentration separation and oil extraction Extraction of fats from a Organic Heat, concentrated Electricity Conversion to solution without solvents biodiesel drying Heat © OECD/IEA 2010 © OECD/IEA 2010
  • 6. Algae Cultivation systems (1) • Currently, two main solutions for algae cultivation have been adopted • Open ponds (raceways) • Photobioreactors (PBR) © OECD/IEA 2010 © OECD/IEA 2010
  • 7. Algae Cultivation systems (2)  Open ponds (raceways)  Large, beyond lab scale, but not commercial  Subject to contamination from predator strains  Subject to evaporative water loss  Subject to a difficult control of temperature (day/night, seasonal)  Lead to solutions with little biomass concentration  Require larger amount of nutrients (N, P, K) © OECD/IEA 2010 © OECD/IEA 2010
  • 8. Algae Cultivation systems (3)  Photobioreactors (PBR)  Allow single species culture  Allow easier and accurate provision of nutrients (N, P)  Lead to more concentrated solutions  Need larger amounts of energy for mixing and to maintain temperature  With flue gases (having an higher CO2 concentration than the atmosphere) PBR can lead to higher biomass yield compared to open ponds and lower energy requirements  Reduced footprint if there is sufficient light (e.g. when solar radiation is high) because the optimal illumination intensity for algae is below those typical of a sunny day in between the tropics (light saturation, opportunity to pile up PBRs)  Laboratory scale, never scaled up, not commercial © OECD/IEA 2010 © OECD/IEA 2010
  • 9. Algae Yields Evolution of biomass yields reached from 1975 to 2008 in laboratories (excluding company claims) g/m2/day Open ponds Photobioreactors Photobioreactors Open ponds Open ponds, Photobioreactors, average average NREL Acquatic Species Program  PBR developed mainly after 1995  No clear indication of higher yields from PBR with respect to open ponds, notwithstanding other advantages © OECD/IEA 2010 © OECD/IEA 2010
  • 10. Algae Yields used for the analysis • Biomass yield on average around 20 g/m2/day, with peaks at 60 g/m2/day (claims beyond that exist, but they are likely to refer to very special and limited conditions) • 20 g/m2/day considered as indicative for average production across long periods of time (maybe conservative) • Average yield of oil suitable for the production of biodiesel is typically included between 20 and 50 % • It can even reach 90% for some species (under particular conditions), but high lipid fractions are generally associated to low overall biomass productivity (plants tend to produce fats when they are under stress, and therefore when their growth rates are limited) • Assuming 20%(maybe conservative), yields of algal oil are close to 20000 L/ha/year, about 5 times higher than the best yields achieved for the “first generation” crops (palm oil in South East Asia) • Less conservative estimates (especially for oil yields) lead to even higher values © OECD/IEA 2010 © OECD/IEA 2010
  • 11. Algae Water separation  oil extraction • Algae are produced in a water-rich solution • The oily component needs to be extracted and converted to fuel • The extraction of the oily component can be done through chemical processes that a) require mechanical disruption of the biomass cells to free the lipid materials (generally contained in the cell walls) from the cellular structure (harvesting). Such processes need high temperatures and pressures, and:  may require the use of solvents (e.g. organic two-solvent system, leveraging on the “like dissolves like” principle), applied in combination with a de-watering step and a drying phase before the oil extraction, to reduce the need for solvents and to enhance their effectiveness  may not require solvents, and could combine oil extraction and water separation (subcritical water extraction, taking advantage of the higher miscibility of oils in quasi-supercritical water and their easy separation once the temperature and the pressure of the solution are reduced) b) extract the fats using organic solvents that are compatible with a re- cycling of the algae in the bio-reactor, without requiring high temperatures and pressures  such processes are the object of an increased attention from companies that are patenting their developments while undertaking small-scale pilot tests © OECD/IEA 2010 © OECD/IEA 2010
  • 12. Algae Harvesting, concentration • The harvesting process occurs through a number of steps • Flocculation • Use of chemical binding agents and air flotation (established solution for sewage systems) in order to collect biomass • Filtration • Process used after flocculation, to reduce the amount of water • It needs to be Risk of blinding of pores vs. efficacy for de-watering • Centrifugation • Mechanical process well established in industry, it enhances the concentration and may destroy the cell wall, leading to a difficult extraction of oils. As a result, appropriate strains would need to be developed • Flocculation, filtration  about 3% concentration in water • Centrifugation  about 20% • Further concentration of the biomass is required for the oil extraction through conventional solvents © OECD/IEA 2010 © OECD/IEA 2010
  • 13. Algae Drying, other high-temperature & pressure processes • Drying is one option for the achievement of a higher biomass concentration in water • Very energy intensive (need for heat and high pressure), it can require around 60% of the energy content of algae • Strains with higher energy content may help reduce energy needs for drying, especially if the non-oil biomass residues are re-cycles for the generation of heat • Drying leads to concentrated biomass and oils, which can be separated using solvents • Combined water separation and oil extraction in quasi- supercritical water (relying on the larger solubility of oil in quasi-supercritical water) is a possible alternative • This approach is also very energy intensive (need for heat to reach very high temperatures, and high pressure) • Its energy demand can be reduced by limiting the amount of quasi-supercritical water. In this case centrifugation is not enough © OECD/IEA 2010 © OECD/IEA 2010
  • 14. Algae Water separation and oil extraction • Organic solvents may provide an alternative oil extraction process • They do not require high temperatures and pressures, making their use much less energy intensive than other processes • They are compatible with a re-cycling of the algae in the bio- reactor, but this feature implies a reduced effectiveness of the organic solvents • Skipping the drying step is a challenge (and an opportunity) to reduce the energy consumption needed for the production of algae biofuels (and to cut production costs!) • this approach is being increasingly investigated because of the significant potential advantages that would derive from its successful application • Some startups (Algae Link, Origin oil) are examples of those aiming to skip the drying phase through the direct extraction of oils, combined with the use of biomass residues for biogas production © OECD/IEA 2010 © OECD/IEA 2010
  • 15. Algae Conversion to fuels (1) • Algal-oils are suitable for processes conventionally used for the conversion of vegetable oil to biodiesel, like hydrogenation and trans-esterification • Some lipids and pigments (e.g. chlorophyll) are not suitable for trans-esterification • The oil extraction through organic solvents can exclude such components • If grown in the dark, algae can also convert sugars into ethanol and other alcohols (heterotrophic fermentation), as well as hydrocarbons • Photosynthetic processes are suppressed once algae are grown in the dark, and the synthesis of hydrocarbons or alcohols occurs if the organisms are fed with sugars • Alcohol production can also be accomplished through the production and storage of starch through photosynthesis within the algae • Algae may also be more suitable than other organisms for the conversion of cellulosic materials if they are proven more resistant to pre-treatment agents © OECD/IEA 2010 © OECD/IEA 2010
  • 16. Algae Conversion to fuels (2) • Technologies like pyrolysis, gasification, anaerobic digestion, and supercritical processing allow the conversion of whole algae into fuels instead of first extracting oils and post-processing • Pyrolyisis typically yields to a material that can enter the refining process and be converted (hydrotreating and hydrocracking) to refining products • Being already fractioned, algae are particularly suitable for flash- pyrolysis, but the presence of water and the need to dry the biomass poses significant problems (high energy requirements and high costs) • Algae are a potential feedstock for biomass gasification and conversion to fuels via Fischer-Tropsch synthesis (biomass-to-liquids, BTL). Since FT synthesis is an exothermic process, it could provide some of the heat needed for the drying phase • Biogas can be produced from the anaerobic digestion of macroalgae, eliminating some of the energy intensive steps of other conversion processes • The extraction and simultaneous trans-esterification of oils using supercritical ethanol or methanol is emerging as a lower-cost innovative approach (up to half of the conventional approach) to convert vegetable oils. Its applicability to algae is not yet proven, but the pathway (exhibiting some water tolerance) could be promising © OECD/IEA 2010 © OECD/IEA 2010
  • 17. Algae Life cycle analysis (1)  The cultivation and the drying phase are extremely relevant when the production of algae is analyzed with respect to life- cycle emissions • The cultivation is affected by the need to provide nutrients (chemicals) to the microalgae, and by the energy requirements and emissions due to their manufacture • Drying is characterized by high energy requirements. Specific GHG and pollutant emissions depend on the type of fuel used for the provision of the heat needed in the drying process © OECD/IEA 2010 © OECD/IEA 2010
  • 18. Algae Life cycle analysis (2) Energy balance of different pathways MJreauired/MJbiofuel GHG balance of different pathways kg CO2 eq/MJbiofuel Comparative value Gasoline (WTW) 0.15-0.2 MJrequired/Mjbiofuel 0.08-0.084 kg CO2 eq/MJbiofuel © OECD/IEA 2010 © OECD/IEA 2010
  • 19. Algae Costs  Little information in literature  Some technical-economic estimates (yields and oil content ad those assumed) indicate cost estimates close to:  USD 2-2.5/L of oil produced in open ponds and fermenters (algae grown in the dark)  USD 5-6/L of oil produced in PBR  The production processes are still under development  Some of the steps currently required (notably drying) lead to relatively high costs because of the important energy requirements. These are such that algal biofuels are not cost competitive at the moment  Process improvements are possible and are currently the subject of research in this area  Possible targets for improvement are: a) The development of new strains of plants, optimised for biomass production or oil synthesis, for instance b) The development of extraction and conversion processes allowing the recycling of water, little energy consumption and even the recycling of the living organisms, ideally © OECD/IEA 2010 © OECD/IEA 2010
  • 20. Algae Conclusions  Algae have the potential to be efficient organisms to produce biomass for energy use  The production of liquid fuels from algae is not easy: algae produce oily feedstocks under stressed conditions and with lower yields, and the oily feedstocks need to be extracted and separated from water  The cultivation and the drying phase are extremely relevant when the production of algae is analyzed with respect to life-cycle emissions  Currently, two main solutions for algae cultivation have been adopted: open ponds and photobioreactors. There is no clear winner at the moment amongst these solutions at the moment  The current estimates of production costs of liquid biofuels from algae are still high, especially for photobioreactirs. Costs will have to be reduced very significantly to reach competitiveness  The significant potential for research and the development of new strains is encouraging  Algae will probably lead first to the production of high-value products (like some specific proteins) before becoming a mainstream source of fuel  The combination of the growth of algae and the treatment of sewage water (wich would be providing nutrients) have the potential to offer interesting synergies © OECD/IEA 2010 © OECD/IEA 2010