Macroalgae-derived biofuel: A review of methods of energy extraction from seaweed biomass
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The potential of algal biomass as a source of liquid and gaseous biofuels is a highly topical theme, but as yet there is no successful economically viable commercial system producing biofuel. However, the majority of the research has focused on producing fuels from microalgae rather than from macroalgae. This article briefly reviews the methods by which useful energy may be extracted from macroalgae biomass including: direct combustion, pyrolysis, gasification, trans-esterification to biodiesel, hydrothermal liquefaction, fermentation to bioethanol, fermentation to biobutanol and anaerobic digestion, and explores technical and engineering difficulties that remain to be resolved.
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Photosynthetic active radiation (PAR) accounts for only 45-50% of energy available for photosynthesis.
“Energy losses are recorded in transferring the energy to the lower frequencies and the radiation, which is available for photosynthesis called photosynthetic active radiation (PAR) that accounts for only 45–50% of energy [25].”
From Factors Affecting Microalgae Production for Biofuels and the Potentials of Chemometric Methods in Assessing and Optimizing Productivity (2019) · cites this paper as [25]
The future applicability of algae as biofuel feedstocks is highly dependent on the development of biomass-to-fuel conversion technology that can work with wet feedstocks, or drying processes with much reduced energy requirements.
“These factors highlight the growing need for research into algae as biofuel feedstocks, with its future applicability being highly dependent on the development of biomass-to-fuel conversion technology which can work with wet feedstocks, or drying processes with much reduced energy requirements [32].”
From Investigation of Biofuel as a Potential Renewable Energy Source (2021) · cites this paper as [32]
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Chisti, Y. (2007) · Biotechnology Advances · doi:10.1016/j.biotechadv.2007.02.001 · Cited by 9,524 · see citing works
Brennan, L., & Owende, P. (2010) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2009.10.009 · Cited by 4,894 · see citing works
Review of fast pyrolysis of biomass and product upgrading
Bridgwater, A. V. (2012) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2011.01.048 · Cited by 4,856 · see citing works
Inhibition of anaerobic digestion process: A review
Chen, Y., Cheng, J. J., & Creamer, K. S. (2007) · Bioresource Technology · doi:10.1016/j.biortech.2007.01.057 · Cited by 4,847 · see citing works
Biogas production: current state and perspectives
Weiland, P. (2009) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-009-2246-7 · Cited by 2,824 · see citing works
The biorefinery concept: Using biomass instead of oil for producing energy and chemicals
Cherubini, F. (2010) · Energy Conversion and Management · doi:10.1016/j.enconman.2010.01.015 · Cited by 2,229 · see citing works
Bioactive compounds in seaweed: functional food applications and legislation
Holdt, S. L., & Kraan, S. (2011) · Journal of Applied Phycology · doi:10.1007/s10811-010-9632-5 · Cited by 2,135 · see citing works
The Fischer-Tropsch process: 1950-2000
Dry, M. E. (2002) · Catalysis Today · doi:10.1016/s0920-5861(01)00453-9 · Cited by 2,061 · see citing works
Energy production from biomass (part 2): conversion technologies
McKendry, P. (2002) · Bioresource Technology · doi:10.1016/s0960-8524(01)00119-5 · Cited by 2,043 · see citing works
Biomass resource facilities and biomass conversion processing for fuels and chemicals
Demirbaş, A. (2001) · Energy Conversion and Management · doi:10.1016/s0196-8904(00)00137-0 · Cited by 1,874 · see citing works
Sheehan, J., Dunahay, T., Benemann, J., & Roessler, P. (1998) · doi:10.2172/15003040 · Cited by 1,753 · see citing works
A review on biomass as a fuel for boilers
Saidur, R., Abdelaziz, E. A., Demirbas, A., Hossain, M. S., & Mekhilef, S. (2011) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2011.02.015 · Cited by 1,623 · see citing works
(2005) · Van Nostrand's Encyclopedia of Chemistry · doi:10.1002/0471740039.vec1045 · Cited by 1,497 · see citing works
Progress in bioethanol processing
Balat, M., Balat, H., & Öz, C. (2008) · Progress in Energy and Combustion Science · doi:10.1016/j.pecs.2007.11.001 · Cited by 1,490 · see citing works
Treatment of organic pollution in industrial saline wastewater: A literature review
Lefebvre, O., & Moletta, R. (2006) · Water Research · doi:10.1016/j.watres.2006.08.027 · Cited by 1,299 · see citing works
Energy production from biomass (part 3): gasification technologies
McKendry, P. (2002) · Bioresource Technology · doi:10.1016/s0960-8524(01)00120-1 · Cited by 1,251 · see citing works
Williams, P. J. L. B., & Laurens, L. M. L. (2010) · Energy & Environmental Science · doi:10.1039/b924978h · Cited by 1,223 · see citing works
Anaerobic digestion of microalgae as a necessary step to make microalgal biodiesel sustainable
Sialve, B., Bernet, N., & Bernard, O. (2009) · Biotechnology Advances · doi:10.1016/j.biotechadv.2009.03.001 · Cited by 1,187 · see citing works
Fundamentals of Salt Water Desalination
(2002) · Elsevier eBooks · doi:10.1016/b978-0-444-50810-2.x5000-3 · Cited by 1,167 · see citing works
Wastewater treatment high rate algal ponds for biofuel production
Park, J. B. K., Craggs, R. J., & Shilton, A. N. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.06.158 · Cited by 1,106 · see citing works
Biodiesel production by microalgal biotechnology
Huang, G., Chen, F., Wei, D., Zhang, X., & Chen, G. (2009) · Applied Energy · doi:10.1016/j.apenergy.2009.06.016 · Cited by 1,073 · see citing works
Biodiesel from microalgae: A critical evaluation from laboratory to large scale production
Rawat, I., Ranjith Kumar, R., Mutanda, T., & Bux, F. (2013) · Applied Energy · doi:10.1016/j.apenergy.2012.10.004 · Cited by 977 · see citing works
Tijmensen, M. J. A. (2002) · Biomass and Bioenergy · doi:10.1016/s0961-9534(02)00037-5 · Cited by 897 · see citing works
Life-cycle analysis on biodiesel production from microalgae: Water footprint and nutrients balance
Yang, J., Xu, M., Zhang, X., Hu, Q., Sommerfeld, M., & Chen, Y. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2010.07.017 · Cited by 883 · see citing works
Biofuels from algae: Challenges and potential
Hannon, M., Gimpel, J., Tran, M., Rasala, B., & Mayfield, S. (2010) · Biofuels · doi:10.4155/bfs.10.44 · Cited by 813 · see citing works
Medicinal and pharmaceutical uses of seaweed natural products: A review
Smit, A. J. (2004) · Journal of Applied Phycology · doi:10.1023/b:japh.0000047783.36600.ef · Cited by 806 · see citing works
Mechanism of Methane Fermentation
Buswell, A. M., & Mueller, H. F. (1952) · Industrial & Engineering Chemistry · doi:10.1021/ie50507a033 · Cited by 786 · see citing works
Hydrothermal liquefaction and gasification of Nannochloropsis sp.
Brown, T. M., Duan, P., & Savage, P. E. (2010) · Energy & Fuels · doi:10.1021/ef100203u · Cited by 745 · see citing works
An engineered microbial platform for direct biofuel production from brown macroalgae
Wargacki, A. J., Leonard, E., Win, M. N., Regitsky, D. D., Santos, C. N. S., Kim, P. B., Cooper, S. R., Raisner, R. M., Herman, A., Sivitz, A. B., et al. (2012) · Science · doi:10.1126/science.1214547 · Cited by 734 · see citing works
Classification of macroalgae as fuel and its thermochemical behaviour
Ross, A. B., Jones, J. M., Kubacki, M. L., & Bridgeman, T. (2008) · Bioresource Technology · doi:10.1016/j.biortech.2007.11.036 · Cited by 643 · see citing works
Miao, X., & Wu, Q. (2004) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2004.01.013 · Cited by 603 · see citing works
Marine macroalgae: an untapped resource for producing fuels and chemicals
Wei, N., Quarterman, J., & Jin, Y. (2012) · Trends in biotechnology · doi:10.1016/j.tibtech.2012.10.009 · Cited by 597 · see citing works
The influence of temperature and heating rate on the slow pyrolysis of biomass
Williams, P. T., & Beşler, S. (1996) · Renewable Energy · doi:10.1016/0960-1481(96)00006-7 · Cited by 589 · see citing works
A Realistic Technology and Engineering Assessment of Algae Biofuel Production
Lundquist, T., Woertz, I., Quinn, N. W. T., & Benemann, J. R. (2010) · DigitalCommons - CalPoly (California State Polytechnic University) · Cited by 579 · see citing works
Fast pyrolysis of microalgae to produce renewable fuels
Miao, X., Wu, Q., & Yang, C. (2004) · Journal of Analytical and Applied Pyrolysis · doi:10.1016/j.jaap.2003.11.004 · Cited by 568 · see citing works
Hamelinck, C. N., Faaij, A. P. C., DENUIL, H., & Boerrigter, H. (2004) · Energy · doi:10.1016/j.energy.2004.01.002 · Cited by 566 · see citing works
Jahangiri, H., Bennett, J. A., Mahjoubi, P., Wilson, K., & Gu, S. (2014) · Catalysis Science & Technology · doi:10.1039/c4cy00327f · Cited by 545 · see citing works
Hydrothermal Liquefaction of Macroalgae Enteromorpha prolifera to Bio-oil
Zhou, D., Zhang, L., Zhang, S., Fu, H., & Chen, J. (2010) · Energy & Fuels · doi:10.1021/ef100151h · Cited by 531 · see citing works
Oil production from algal cells of Dunaliella tertiolecta by direct thermochemical liquefaction
Minowa, T., Yokoyama, S., Kishimoto, M., & Okakura, T. (1995) · Fuel · doi:10.1016/0016-2361(95)80001-x · Cited by 522 · see citing works
Commercial application of microalgae other than as biofuels: a brief review
Milledge, J. J. (2010) · Reviews in Environmental Science and Bio/Technology · doi:10.1007/s11157-010-9214-7 · Cited by 520 · see citing works
Self-citationWood ash composition as a function of furnace temperature
Misra, M. K., Ragland, K. W., & Baker, A. J. (1993) · Biomass and Bioenergy · doi:10.1016/0961-9534(93)90032-y · Cited by 508 · see citing works
Anastasakis, K., & Ross, A. B. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2011.01.031 · Cited by 490 · see citing works
Potentials of macroalgae as feedstocks for biorefinery
Jung, K. A., Lim, S.-R., Kim, Y., & Park, J. M. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2012.10.025 · Cited by 487 · see citing works
Garcia Alba, L., Torri, C., Samorì, C., van der Spek, J., Fabbri, D., Kersten, S. R. A., & Brilman, D. W. F. (. (2012) · Energy & Fuels · doi:10.1021/ef201415s · Cited by 477 · see citing works
Olguín, E. J. (2012) · Biotechnology Advances · doi:10.1016/j.biotechadv.2012.05.001 · Cited by 473 · see citing works
Anex, R. P., Aden, A., Kazi, F. K., Fortman, J. A., Swanson, R. M., Wright, M. M., Satrio, J. A., Brown, R. C., Daugaard, D. E., Platon, A., et al. (2010) · Fuel · doi:10.1016/j.fuel.2010.07.015 · Cited by 463 · see citing works
Vardon, D. R., Sharma, B. K., Blazina, G. V., Rajagopalan, K., & Strathmann, T. J. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.01.008 · Cited by 452 · see citing works
Photobiology of microalgae mass cultures: understanding the tools for the next green revolution
Tredici, M. R. (2010) · Biofuels · doi:10.4155/bfs.09.10 · Cited by 449 · see citing works
Bioenergy potential of Ulva lactuca: Biomass yield, methane production and combustion
Bruhn, A., Dahl, J., Nielsen, H. B., Nikolaisen, L., Rasmussen, M. B., Markager, S., Olesen, B., Arias, C. A., & Jensen, P. D. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.10.010 · Cited by 443 · see citing works
Carbon dioxide capture from flue gases using microalgae: Engineering aspects and biorefinery concept
Pires, J. C. M., Alvim-Ferraz, M. C. M., Martins, F. G., & Simões, M. V. (2012) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2012.02.055 · Cited by 430 · see citing works
Jena, U., & Das, K. C. (2011) · Energy & Fuels · doi:10.1021/ef201373m · Cited by 405 · see citing works
Microwave-assisted pyrolysis of microalgae for biofuel production
Du, Z., Li, Y., Wang, X., Wan, Y., Chen, Q., Wang, C., Lin, X., Liu, Y., Chen, P. L., & Ruan, R. R. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2011.01.055 · Cited by 391 · see citing works
Kraan, S. (2010) · Mitigation and Adaptation Strategies for Global Change · doi:10.1007/s11027-010-9275-5 · Cited by 385 · see citing works
Transgenics are imperative for biofuel crops
Gressel, J. (2007) · Plant Science · doi:10.1016/j.plantsci.2007.11.009 · Cited by 372 · see citing works
Fischer‐Tropsch Catalysts for the Biomass‐to‐Liquid (BTL)‐Process
van Steen, E., & Claeys, M. (2008) · Chemical Engineering & Technology · doi:10.1002/ceat.200800067 · Cited by 360 · see citing works
An economic, sustainability, and energetic model of biodiesel production from microalgae
Delrue, F., Setier, P.-A., Sahut, C., Cournac, L., Roubaud, A., Peltier, G., & Froment, A.-K. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.02.020 · Cited by 335 · see citing works
The Methane Fermentation of Carbohydrates1,2
Symons, G. E., & Buswell, A. M. (1933) · Journal of the American Chemical Society · doi:10.1021/ja01332a039 · Cited by 329 · see citing works
Golueke, C. G., Oswald, W. J., & Gotaas, H. B. (1957) · Applied Microbiology · doi:10.1128/am.5.1.47-55.1957 · Cited by 323 · see citing works
Catalytic pyrolysis of microalgae to high-quality liquid bio-fuels
Babich, I. V., van der Hulst, M., Lefferts, L., Moulijn, J. A., O’Connor, P., & Seshan, K. (2011) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2011.04.043 · Cited by 313 · see citing works
Microalgae: a promising tool for carbon sequestration
Singh, U. B., & Ahluwalia, A. S. (2012) · Mitigation and Adaptation Strategies for Global Change · doi:10.1007/s11027-012-9393-3 · Cited by 311 · see citing works
Ethanol production from seaweed extract
Horn, S. J., Aasen, I. M., & �stgaard, K. (2000) · Journal of Industrial Microbiology & Biotechnology · doi:10.1038/sj.jim.7000065 · Cited by 310 · see citing works
The techno-economic potential of renewable energy through the anaerobic digestion of microalgae
Zamalloa, C., Vulsteke, E., Albrecht, J., & Verstraete, W. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.09.017 · Cited by 305 · see citing works
Artopoulos, A., Coward, T. J., Jan, D., & Jan, B. (2013) · Cited by 301 · see citing works
Progress in energy from microalgae: A review
Bahadar, A., & Khan, M. B. (2013) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2013.06.029 · Cited by 282 · see citing works
Maddi, B., Viamajala, S., & Varanasi, S. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2011.09.055 · Cited by 280 · see citing works
An Overview of Algae Biofuel Production and Potential Environmental Impact
Menetrez, M. Y. (2012) · Environmental Science & Technology · doi:10.1021/es300917r · Cited by 276 · see citing works
Production of acetone, butanol, and ethanol from biomass of the green seaweed Ulva lactuca
van der Wal, H., Sperber, B. L. H. M., Houweling-Tan, B., Bakker, R. R. C., Brandenburg, W. A., & López-Contreras, A. M. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.10.094 · Cited by 271 · see citing works
Bioethanol production from the macroalgae Sargassum spp.
Borines, M. G., de Leon, R. L., & Cuello, J. L. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2013.03.108 · Cited by 271 · see citing works
Macroalgae as a Biomass Feedstock: A Preliminary Analysis
Roesijadi, G., Jones, S. B., Snowden-Swan, L. J., & Zhu, Y. (2010) · doi:10.2172/1006310 · Cited by 269 · see citing works
Environmental implications of power generation via coal-microalgae cofiring
Kadam, K. L. (2002) · Energy · doi:10.1016/s0360-5442(02)00025-7 · Cited by 258 · see citing works
Pyrolysis and gasification of food waste: Syngas characteristics and char gasification kinetics
Ahmed, I., & Gupta, A. K. (2009) · Applied Energy · doi:10.1016/j.apenergy.2009.08.032 · Cited by 258 · see citing works
Advances in the Production of High-Value Products by Microalgae
Leu, S., & Boussiba, S. (2014) · Industrial Biotechnology · doi:10.1089/ind.2013.0039 · Cited by 253 · see citing works
Liu, X., Saydah, B., Eranki, P., Colosi, L. M., Greg Mitchell, B., Rhodes, J., & Clarens, A. F. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2013.08.112 · Cited by 246 · see citing works
Energy and exergy analyses of solar drying system of red seaweed
Fudholi, A., Sopian, K., Othman, M. Y., & Ruslan, M. H. (2013) · Energy and Buildings · doi:10.1016/j.enbuild.2013.07.072 · Cited by 243 · see citing works
Neveux, N., Yuen, A. K. L., Jazrawi, C., Magnusson, M. E., Haynes, B. S., Masters, A. F., Montoya, A., Paul, N. A., Maschmeyer, T., & de Nys, R. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2013.12.083 · Cited by 243 · see citing works
Seaweed Cultivation for Renewable Resources
Bird, K. T., & Benson, P. H. (1987) · Medical Entomology and Zoology · Cited by 242 · see citing works
Adams, J. M. M., Ross, A. B., Anastasakis, K., Hodgson, E., Gallagher, J. A., Jones, J. M., & Donnison, I. S. (2010) · Bioresource Technology · doi:10.1016/j.biortech.2010.06.152 · Cited by 242 · see citing works
González‐Fernández, C., Sialve, B., Bernet, N., & Steyer, J. (2011) · Biofuels Bioproducts and Biorefining · doi:10.1002/bbb.337 · Cited by 241 · see citing works
Aresta, M., Dibenedetto, A., & Barberio, G. (2005) · Fuel Processing Technology · doi:10.1016/j.fuproc.2005.01.016 · Cited by 238 · see citing works
Yanık, J., Stahl, R., Tröger, N., & Sınağ, A. (2012) · Journal of Analytical and Applied Pyrolysis · doi:10.1016/j.jaap.2012.08.016 · Cited by 224 · see citing works
Biomass conversion to energy in India—A critique
Singh, J., & Gu, S. (2010) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2010.01.013 · Cited by 222 · see citing works
Torri, C., Alba, L. G., Samorì, C., Fabbri, D., & Brilman, D. W. F. (2011) · Energy & Fuels · doi:10.1021/ef201417e · Cited by 219 · see citing works
Aresta, M., Dibenedetto, A., Carone, M., Colonna, T., & Fragale, C. (2005) · Environmental Chemistry Letters · doi:10.1007/s10311-005-0020-3 · Cited by 217 · see citing works
Onwudili, J. A., Lea‐Langton, A., Ross, A. B., & Williams, P. T. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.10.020 · Cited by 216 · see citing works
Sawayama, S., Minowa, T., & Yokoyama, S.-Y. (1999) · Biomass and Bioenergy · doi:10.1016/s0961-9534(99)00019-7 · Cited by 211 · see citing works
Ross, A. B., Anastasakis, K., Kubacki, M. L., & Jones, J. M. (2008) · Journal of Analytical and Applied Pyrolysis · doi:10.1016/j.jaap.2008.11.004 · Cited by 208 · see citing works
Park, S., & Li, Y. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.01.160 · Cited by 206 · see citing works
Viger, M., Hancock, R. D., Miglietta, F., & Taylor, G. (2014) · GCB Bioenergy · doi:10.1111/gcbb.12182 · Cited by 203 · see citing works
A review of thermochemical conversion of microalgae
Marcilla, A., Catalá, L., García-Quesada, J. C., Valdés, F. J., & Hernández, M. R. (2013) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2013.06.032 · Cited by 202 · see citing works
Biofuels and the biorefinery concept
Taylor, G. (2008) · Energy Policy · doi:10.1016/j.enpol.2008.09.069 · Cited by 197 · see citing works
Biofuels, facts, fantasy, and feasibility
Walker, D. A. (2009) · Journal of Applied Phycology · doi:10.1007/s10811-009-9446-5 · Cited by 195 · see citing works
(2006) · Fuel and Energy Abstracts · doi:10.1016/s0140-6701(06)81807-2 · Cited by 189 · see citing works
Life cycle assessment of biofuel production from brown seaweed in Nordic conditions
Alvarado-Morales, M., Boldrin, A., Karakashev, D. B., Holdt, S. L., Angelidaki, İ., & Astrup, T. F. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.11.029 · Cited by 180 · see citing works
Potential of Micro and Macro Algae for Biofuel Production: A Brief Review
Rajkumar, R., Yaakob, Z., & Takriff, M. S. (2013) · BioResources · doi:10.15376/biores.9.1.1606-1633 · Cited by 176 · see citing works
Compositional analysis of bio-oil derived from pyrolysis of seaweed
Wang, S., Wang, Q., Jiang, X., Han, X., & Ji, H. (2013) · Energy Conversion and Management · doi:10.1016/j.enconman.2013.01.014 · Cited by 163 · see citing works
Gasification of alga Nannochloropsis sp. in supercritical water
Guan, Q., Savage, P. E., & Wei, C. (2011) · The Journal of Supercritical Fluids · doi:10.1016/j.supflu.2011.09.007 · Cited by 162 · see citing works
Comparison of Lignin, Macroalgae, Wood, and Straw Fast Pyrolysis
Trinh, T. N., Jensen, P. A., Dam‐Johansen, K., Knudsen, N. O., Sørensen, H. R., & Hvilsted, S. (2013) · Energy & Fuels · doi:10.1021/ef301927y · Cited by 159 · see citing works
An Introduction to Pyrolysis and Catalytic Pyrolysis: Versatile Techniques for Biomass Conversion
Li, L., Rowbotham, J. S., Greenwell, H. C., & Dyer, P. W. (2013) · Elsevier eBooks · doi:10.1016/b978-0-444-53878-9.00009-6 · Cited by 152 · see citing works
Self-citationStrategies for the production of high concentrations of bioethanol from seaweeds
Yanagisawa, M., Kawai, S., & Murata, K. (2013) · Bioengineered · doi:10.4161/bioe.23396 · Cited by 140 · see citing works
Microalgae biofuel potentials (Review)
Ghasemi, Y., Rasoul‐Amini, S., Naseri, A. T., Montazeri‐Najafabady, N., Mobasher, M. A., & Dabbagh, F. (2012) · Applied Biochemistry and Microbiology · doi:10.1134/s0003683812020068 · Cited by 136 · see citing works
Effects of parameters affecting biomass yield and thermal behaviour of Chlorella vulgaris
Bhola, V., Ramesh, D., Santosh, S. K., Subburamu, K., Sanniyasi, E., & Bux, F. (2010) · Journal of Bioscience and Bioengineering · doi:10.1016/j.jbiosc.2010.11.006 · Cited by 136 · see citing works
Co-liquefaction of micro- and macroalgae in subcritical water
Jin, B., Duan, P., Xu, Y., Wang, F., & Fan, Y. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2013.09.045 · Cited by 133 · see citing works
Catalysis in the Refining of Fischer-Tropsch Syncrude
de Klerk, A., & Furimsky, E. (2010) · Royal Society of Chemistry eBooks · doi:10.1039/9781849732017 · Cited by 132 · see citing works
Greener Fischer-Tropsch Processes for Fuels and Feedstocks: MAITLIS:FT O-BK
Maitlis, P., & Klerk, A. D. D. (2013) · Wiley eBooks · doi:10.1002/9783527656837 · Cited by 132 · see citing works
Suganya, T., Gandhi, N. N., & Renganathan, S. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.10.068 · Cited by 127 · see citing works
Fast hydrothermal liquefaction of a Norwegian macro-alga: Screening tests
Bach, Q., Sillero, M. V., Tran, K., & Skjermo, J. (2014) · Algal Research · doi:10.1016/j.algal.2014.05.009 · Cited by 125 · see citing works
Optimization of mechanical pre-treatment of Laminariaceae spp. biomass-derived biogas
Tedesco, S., Barroso, T. M., & Olabi, A. G. (2013) · Renewable Energy · doi:10.1016/j.renene.2013.08.023 · Cited by 123 · see citing works
Optimization and kinetic studies on algal oil extraction from marine macroalgae Ulva lactuca
Suganya, T., & Renganathan, S. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2011.12.045 · Cited by 122 · see citing works
The production of butanol from Jamaica bay macro algae
Potts, T. M., Du, J., Paul, M., May, P., Beitle, R. R., & Hestekin, J. (2011) · Environmental Progress & Sustainable Energy · doi:10.1002/ep.10606 · Cited by 122 · see citing works
Kinetic model for supercritical water gasification of algae
Guan, Q., Wei, C., & Savage, P. E. (2012) · Physical Chemistry Chemical Physics · doi:10.1039/c2cp23792j · Cited by 121 · see citing works
Microalgae based biorefinery: Issues to consider
González-Delgado, Á. D., & Kafarov, V. V. (2011) · CT&F - Ciencia Tecnología y Futuro · doi:10.29047/01225383.225 · Cited by 107 · see citing works
Acetone-butanol fermentation of marine macroalgae
Huesemann, M. H., Kuo, L., Urquhart, L., Gill, G. A., & Roesijadi, G. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2011.12.148 · Cited by 106 · see citing works
Meinita, M. D. N., Marhaeni, B., Winanto, T., Jeong, G., Khan, M. N. A., & Hong, Y. (2013) · Journal of Applied Phycology · doi:10.1007/s10811-013-0041-4 · Cited by 106 · see citing works
Heaven, S., Milledge, J. J., & Zhang, Y. (2010) · Biotechnology Advances · doi:10.1016/j.biotechadv.2010.10.005 · Cited by 106 · see citing works
Self-citationThe Role of Catalysis for the Sustainable Production of Bio-fuels and Bio-chemicals
(2013) · Elsevier eBooks · doi:10.1016/c2011-0-04285-0 · Cited by 103 · see citing works
Peng, W., Wu, Q., & Tu, P. (2000) · Journal of Applied Phycology · doi:10.1023/a:1008115025002 · Cited by 101 · see citing works
Microalgae as source of biofuel, food, fodder, and medicines
Varfolomeev, S. D., & Wasserman, L. A. (2011) · Applied Biochemistry and Microbiology · doi:10.1134/s0003683811090079 · Cited by 101 · see citing works
Rizkiana, J., Guan, G., Widayatno, W. B., et al. (2014) · Fuel · doi:10.1016/j.fuel.2014.06.008 · Cited by 99 · see citing works
Steam co-gasification of brown seaweed and land-based biomass
Kaewpanha, M., Guan, G., Hao, X., Wang, Z., Kasai, Y., Kusakabe, K., & Abudula, A. (2014) · Fuel Processing Technology · doi:10.1016/j.fuproc.2013.12.013 · Cited by 97 · see citing works
Biofuel Production in Ireland-An Approach to 2020 Targets with a Focus on Algal Biomass
Murphy, F., Devlin, G., Deverell, R., & McDonnell, K. (2013) · Energies · doi:10.3390/en6126391 · Cited by 95 · see citing works
Methods of energy extraction from microalgal biomass: A review
Milledge, J. J., & Heaven, S. (2014) · Reviews in Environmental Science and Bio/Technology · doi:10.1007/s11157-014-9339-1 · Cited by 92 · see citing works
Self-citationChoi, J.-H., Choi, J.-W., Suh, D. J., Ha, J., Hwang, J. W., Jung, H. W., Lee, K., & Woo, H.-C. (2014) · Energy Conversion and Management · doi:10.1016/j.enconman.2014.04.094 · Cited by 91 · see citing works
Rowbotham, J. S., Dyer, P. W., Greenwell, H. C., & Theodorou, M. K. (2012) · Biofuels · doi:10.4155/bfs.12.29 · Cited by 88 · see citing works
Self-citationThe Role of Catalysis for the Sustainable Production of Bio-fuels and Bio-chemicals
(2013) · Focus on Catalysts · doi:10.1016/s1351-4180(13)70431-8 · Cited by 88 · see citing works
Samson, R., & LeDuy, A. (1983) · Biotechnology Letters · doi:10.1007/bf01386361 · Cited by 87 · see citing works
Anaerobic digestion of a sulfate‐rich molasses wastewater: Inhibition of hydrogen sulfide production
Hilton, M. G., & Archer, D. B. (1988) · Biotechnology and Bioengineering · doi:10.1002/bit.260310817 · Cited by 82 · see citing works
Sustainable Strategies for the Upgrading of Natural Gas: Fundamentals, Challenges, and Opportunities
Derouane, É. G., Ribeiro, F. R., Lemos, F., & Parmon, V. V. (2005) · NATO science series. Series II, Mathematics, physics and chemistry · doi:10.1007/1-4020-3310-9 · Cited by 80 · see citing works
Kwon, E. E., Jeon, Y. J., & Yi, H. (2012) · Bioresource Technology · doi:10.1016/j.biortech.2012.07.035 · Cited by 77 · see citing works
Modelling sodium inhibition on the anaerobic digestion process
Hierholtzer, A., & Akunna, J. C. (2012) · Water Science & Technology · doi:10.2166/wst.2012.345 · Cited by 74 · see citing works
Ventura, J.-R. S., Yang, B., Lee, Y., Lee, K., & Jahng, D. (2013) · Bioresource Technology · doi:10.1016/j.biortech.2013.02.104 · Cited by 72 · see citing works
Hydrocracking of Iron-Catalyzed Fischer−Tropsch Waxes
Leckel, D. (2005) · Energy & Fuels · doi:10.1021/ef050085v · Cited by 72 · see citing works
Algal Fermentation^|^mdash;The Seed for a New Fermentation Industry of Foods and Related Products
Uchida, M., & Miyoshi, T. (2013) · Japan Agricultural Research Quarterly JARQ · doi:10.6090/jarq.47.53 · Cited by 72 · see citing works
Biofuels from Pyrolysis in Perspective: Trade-offs between Energy Yields and Soil-Carbon Additions
Woolf, D., Lehmann, J. C., Fisher, E. M., & Angenent, L. T. (2014) · Environmental Science & Technology · doi:10.1021/es500474q · Cited by 70 · see citing works
Detoxification of acidic catalyzed hydrolysate of Kappaphycus alvarezii (cottonii)
Meinita, M. D. N., Hong, Y., & Jeong, G. (2011) · Bioprocess and Biosystems Engineering · doi:10.1007/s00449-011-0608-x · Cited by 65 · see citing works
Sodium Inhibition of Thermophilic Methanogens
Chen, W., Han, S.-K., & Sung, S. (2003) · Journal of Environmental Engineering · doi:10.1061/(asce)0733-9372(2003)129:6(506 · Cited by 63 · see citing works
Thermal analysis studies on combustion characteristics of seaweed
Yu, L. J., Wang, S., Jiang, X., Wang, N., & Zhang, C. Q. (2008) · Journal of Thermal Analysis and Calorimetry · doi:10.1007/s10973-007-8274-6 · Cited by 59 · see citing works
Horn, S. J. (2000) · BIBSYS Brage (BIBSYS (Norway)) · Cited by 59 · see citing works
Hayashi, J., Kudo, S., Kim, H., Norinaga, K., Matsuoka, K., & Hosokai, S. (2013) · Energy & Fuels · doi:10.1021/ef401617k · Cited by 59 · see citing works
Energy input, carbon intensity and cost for ethanol produced from farmed seaweed
Philippsen, A., Wild, P. M., & Rowe, A. M. (2014) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2014.06.010 · Cited by 57 · see citing works
Golberg, A., Vitkin, E. I., Linshiz, G., Khan, S. A., Hillson, N. J., Zohar Yakhini, B., & Yarmush, M. L. (2013) · Biofuels Bioproducts and Biorefining · doi:10.1002/bbb.1438 · Cited by 57 · see citing works
The analysis of macroalgae biomass found around Hawaii for bioethanol production
Yoza, B. A., & Masutani, E. (2013) · Environmental Technology · doi:10.1080/09593330.2013.781232 · Cited by 52 · see citing works
Catalytic conversion of Laminaria japonica over microporous zeolites
Lee, H. W., Choi, S. J., Park, S. H., et al. (2013) · Energy · doi:10.1016/j.energy.2013.05.023 · Cited by 51 · see citing works
Sutherland, A. D., & Varela, J. C. S. (2014) · BMC Biotechnology · doi:10.1186/1472-6750-14-7 · Cited by 50 · see citing works
Rowbotham, J. S., Dyer, P. W., Greenwell, H. C., Selby, D. S., & Theodorou, M. K. (2012) · Interface Focus · doi:10.1098/rsfs.2012.0046 · Cited by 48 · see citing works
Self-citationBiofuels – for better or worse?
Walker, D. A. (2010) · Annals of Applied Biology · doi:10.1111/j.1744-7348.2010.00404.x · Cited by 46 · see citing works
Yang, J., Xu, M., Zhang, X., Hu, Q., Sommerfeld, M. R., & Chen, Y. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2011.03.029 · Cited by 45 · see citing works
Cherad, R., Onwudili, J. A., Ekpo, U., Williams, P. T., Lea‐Langton, A., Carmargo‐Valero, M., & Ross, A. B. (2013) · Environmental Progress & Sustainable Energy · doi:10.1002/ep.11814 · Cited by 43 · see citing works
Improving the performance of enzymes in hydrolysis of high solids paper pulp derived from MSW
Puri, D. J., Heaven, S., & Banks, C. J. (2013) · Biotechnology for Biofuels · doi:10.1186/1754-6834-6-107 · Cited by 42 · see citing works
Seaweed Bioethanol Production in Japan - The Ocean Sunrise Project
AIZAWA, M., Asaoka, K., Atsumi, M., & Sakou, T. (2007) · MTS/IEEE OCEANS Conference (OCEANS) · doi:10.1109/oceans.2007.4449162 · Cited by 41 · see citing works
Seaweed cultivation: Traditional way and its reformation
Xiugeng, F., Ying, B., & Shan, L. (1999) · Chinese Journal of Oceanology and Limnology · doi:10.1007/bf02842595 · Cited by 41 · see citing works
Zhao, H. C., Yan, H. X., Liu, M., Sun, B.-B., Zhang, Y., Dong, S., Qi, L., & Qin, S. (2013) · Energy Sources Part A Recovery Utilization and Environmental Effects · doi:10.1080/15567036.2012.680000 · Cited by 38 · see citing works
Experiment and grey relational analysis of seaweed particle combustion in a fluidized bed
Wang, S., Jiang, X., Wang, Q., Han, X., & Ji, H. (2012) · Energy Conversion and Management · doi:10.1016/j.enconman.2012.10.006 · Cited by 37 · see citing works
Service, R. F. (2011) · Science · doi:10.1126/science.333.6047.1238 · Cited by 37 · see citing works
Wang, Y., Li, X., Lu, Y., Wang, J., & Suo, B. (2019) · Food Science and Technology International · doi:10.1177/1082013219867190 · Cited by 33 · see citing works
Biofuels from Microalgae and Seaweeds
Huesemann, M. H., Roesijadi, G., Benemann, J. R., & Metting, F. B. (2010) · doi:10.1002/9780470750025.ch8 · Cited by 32 · see citing works
Hydrogen from Mosses and Algae via Pyrolysis and Steam Gasification
Demirbaş, A. (2009) · Energy Sources Part A Recovery Utilization and Environmental Effects · doi:10.1080/15567030802464388 · Cited by 32 · see citing works
The preservation of seaweed by ensiling and bactericides
Black, W. A. P. (1955) · Journal of the Science of Food and Agriculture · doi:10.1002/jsfa.2740060104 · Cited by 28 · see citing works
ter Veld, F. (2012) · Energy & Fuels · doi:10.1021/ef3004569 · Cited by 27 · see citing works
Microalgae: commercial potential for fuel, food and feed
Milledge, J. J. (2012) · ePrints Soton (University of Southampton) · Cited by 22 · see citing works
Self-citationde Klerk, P. A. (2011) · doi:10.1002/9783527635603.ch4 · Cited by 21 · see citing works
Modeling Approaches to Predict Biomass Co-firing with Pulverized Coal
Belosevic, S. V. (2010) · The Open Thermodynamics Journal · doi:10.2174/1874396x01004010050 · Cited by 20 · see citing works
Thermal cracking of Enteromorpha prolifera with solvents to bio-oil
Song, L., Hu, M., Liu, D., et al. (2013) · Energy Conversion and Management · doi:10.1016/j.enconman.2013.09.020 · Cited by 19 · see citing works
Effect of various anionic species on net methane production in flooded rice soils
Ramakrishnan, B., Kumaraswamy, S., Mallick, K., Adhya, T. K., Rao, V. R., & Sethunathan, N. (1998) · World Journal of Microbiology and Biotechnology · doi:10.1023/a:1008814925481 · Cited by 16 · see citing works
Stratford, J. P., Hutchings, T. R., & Leij, F. A. A. M. D. (2014) · Bioresource Technology · doi:10.1016/j.biortech.2014.02.064 · Cited by 16 · see citing works
The challenge of algal fuel: Economic processing of the entire algal biomass
Milledge, J. J. (2010) · ePrints Soton (University of Southampton) · Cited by 16 · see citing works
Self-citationBelosevic, S. (2010) · The Open Thermodynamics Journal · doi:10.2174/1874396x01004020050 · Cited by 15 · see citing works
Economic aspects of open ocean seaweed cultivation
Reith, J. H., van Hal, J. W., & Lenstra, W. J. (2011) · TNO Repository · Cited by 13 · see citing works
Harvey, P. J., Psycha, M., Kokossis, A. C., Abubakar, A. L., Trivedi, V. S. J., Swamy, R., Cowan, A. K., Schroeder, D. C., Highfield, A. C., Reinhardt, G. A., et al. (2012) · ETA Florence · doi:10.5071/20theubce2012-1bo.2.2 · Cited by 9 · see citing works
Self-citationThe mechanism of hydrocarbon synthesis from CO and H2 on cobalt catalysts
Лапидус, А. Л. (2013) · Solid Fuel Chemistry · doi:10.3103/s0361521913060074 · Cited by 8 · see citing works
Solar energy conversion through seaweed photosynthesis and zero emissions power generation
Yantovski, E. I. (2008) · Surface Engineering and Applied Electrochemistry · doi:10.3103/s1068375508020117 · Cited by 6 · see citing works
Milledge, J. J. (2013) · Cited by 1 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 8
- Hughes, A. Scottish seaweed aquaculture; research, development and commercialisation. In Proceedings of the Seaweed for Biofuel: Towards a Sustainable Seaweed Supply Chain, Oban, UK, 21 May 2014.
- Bruton, T.; Lyons, H.; Lerat, Y.; Stanley, M.; Rasmussen, M.B. A Review of the Potential of Marine Algae as a Source of Biofuel in Ireland; Sustainable Energy Ireland: Dublin, Ireland, 2009.
- Nikolaison, L.; Dahl, J.; Bech, K.S.; Bruhn, A.; Rasmussen, M.B.; Bjerre, A.B.; Nielsen, H.B.; Ambus, P.; Rost, K.A.; Kadar, Z.; et al. Energy production fom macroalgae. In Proceedings of the 20th European Biomass Conference, Milan, Italy, 18-22 June 2012.
- Milledge, J.J.; Staple, A.; Harvey, P. Pyrolysis of Invasive Seaweed Species. In Proceedings of the British Phycological Society Annual Meeting, Galway, Ireland, 25-27 June 2014.
- Salter, A.; Banks, C. Anaerobic digestion: Overall energy balances-parasitic inputs & beneficial outputs. In Proceedings of the Sustainable Organic Resources Partnership-Advances in Biological Processes for Organics and Energy Recycling, Birmingham, UK, 15 May 2008.
- Ozkurt, I. Qualifying of safflower and algae for energy. Energy Educ. Sci. Technol.-Part A 2009, 23, 145-151.
- Maitlis, P.M.; de Klerk, A. Greener Fischer-Tropsch Processes for Fuels and Feedstocks; Wiley-VCH: Weinheim, Germany, 2013. 111.
- Beal, C.M. Algal Biofuels: Energy and Water. In WEG Symposium; University of Texas: Austin, TX, USA, 2011. 150.
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Gao, G., Burgess, J. G., Wu, M., Wang, S., & Gao, K. (2020) · Botanica Marina · doi:10.1515/bot-2019-0065 · Cited by 99 · see citing works
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- Authors
- Milledge, J., Smith, B., Dyer, P., & Harvey, P.
- Affiliations
- University of Greenwich (GB)
- Durham University (GB)
- Corresponding author
- Milledge, John
- Venue
- Energies
- Publisher
- MDPI AG
- Published
- 2014-11-07
- Volume
- 7
- Issue
- 11
- Pages
- 7194-7222
- ISSN
- 1996-1073 (ISSN-L)
- OpenAlex
- W2169242236
- Cited by
- 327
- References
- 171
- Citations by year
- 2026: 14 · 2025: 16 · 2024: 30 · 2023: 37 · 2022: 42 · 2021: 33 · 2020: 26 · 2019: 36 · 2018: 26 · 2017: 28 · 2016: 26 · 2015: 11 · 2012: 1
- FWCI
- 7.15
- Type
- journal article
- Language
- en
- Open access
- gold
- dx.doi.org
- Licence
- Locations
- Energies (publishedVersion, cc-by)
- Durham Research Online (Durham University) (publishedVersion, other-oa)
- Greenwich Academic Literature Archive (University of Greenwich) (acceptedVersion)
- Durham Research Online (Durham University) (acceptedVersion, other-oa)
- Durham Research Online (Durham University) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- EPSRC (EP/K014900/1)
- Topics
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Algal biology and biofuel production
- Physical Sciences › Engineering › Biomedical Engineering › Thermochemical Biomass Conversion Processes
- Physical Sciences › Engineering › Biomedical Engineering › Biofuel production and bioconversion
- Keywords
- seaweed, seaweed biomass, biofuels, direct combustion, pyrolysis, gasification, transesterification, biodiesel, hydrothermal liquefaction, bioethanol, biobutanol, fermentation, anaerobic digestion
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