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Volumn 29, Issue 2, 2013, Pages 543-552

Optimizing microalgal production in raceway systems

Author keywords

Microalgae; Modeling; Optimization; Photobioreactors; Raceway

Indexed keywords

BIOMASS PRODUCTIVITY; CLOSED-LOOP CONTROL; ECONOMICALLY VIABLE; ENVIRONMENTAL VARIABLES; MICRO-ALGAE; OPTIMAL CONTROL THEORY; RACEWAY; TEMPORAL VARIATION;

EID: 84875960727     PISSN: 87567938     EISSN: 15206033     Source Type: Journal    
DOI: 10.1002/btpr.1699     Document Type: Article
Times cited : (35)

References (42)
  • 1
    • 77951960609 scopus 로고    scopus 로고
    • Microalgae as biodiesel and biomass feedstocks: review and analysis of the biochemistry, energetics and economics
    • Williams PJB, Laurens LML. Microalgae as biodiesel and biomass feedstocks: review and analysis of the biochemistry, energetics and economics. Energy Environ Sci. 2010;3:554-590.
    • (2010) Energy Environ Sci , vol.3 , pp. 554-590
    • Williams, P.J.B.1    Laurens, L.M.L.2
  • 3
    • 33947617349 scopus 로고    scopus 로고
    • Biodiesel from microalgae
    • Chisti Y. Biodiesel from microalgae. Biotechnol Adv. 2007;25:294-306.
    • (2007) Biotechnol Adv , vol.25 , pp. 294-306
    • Chisti, Y.1
  • 4
    • 43549102657 scopus 로고    scopus 로고
    • Microalgal triacylglycerols as feedstocks for biofuel production: perspectives and advances
    • Hu Q, Sommerfeld M, Jarvis E, Ghirardi M, Posewitz M, Seibert M, Darzins A. Microalgal triacylglycerols as feedstocks for biofuel production: perspectives and advances. Plant J. 2008;54:621-639.
    • (2008) Plant J , vol.54 , pp. 621-639
    • Hu, Q.1    Sommerfeld, M.2    Jarvis, E.3    Ghirardi, M.4    Posewitz, M.5    Seibert, M.6    Darzins, A.7
  • 5
    • 69949190933 scopus 로고    scopus 로고
    • Design principles of photo-bioreactors for cultivation of microalgae
    • Posten C. Design principles of photo-bioreactors for cultivation of microalgae. Eng Life Sci. 2009;9:165-177.
    • (2009) Eng Life Sci , vol.9 , pp. 165-177
    • Posten, C.1
  • 7
    • 84875957232 scopus 로고    scopus 로고
    • A look back at the US department of energy's aquatic species program: biodiesel from algae. Close out report tp-580-24190. Tech. Rep. National Renewable Energy Laboratory;
    • Sheehan J, Dunahay T, Benemann J, Roessler P. A look back at the US department of energy's aquatic species program: biodiesel from algae. Close out report tp-580-24190. Tech. Rep. National Renewable Energy Laboratory; 1998.
    • (1998)
    • Sheehan, J.1    Dunahay, T.2    Benemann, J.3    Roessler, P.4
  • 8
    • 23044436723 scopus 로고
    • A simplified monodimensional approach for modeling coupling between radiant light transfer and growth-kinetics in photobioreactors
    • Cornet JF, Dussap CG, Gros JB, Binois C, Lasseur C. A simplified monodimensional approach for modeling coupling between radiant light transfer and growth-kinetics in photobioreactors. Chem Eng Sci. 1995;50:1489-1500.
    • (1995) Chem Eng Sci , vol.50 , pp. 1489-1500
    • Cornet, J.F.1    Dussap, C.G.2    Gros, J.B.3    Binois, C.4    Lasseur, C.5
  • 9
    • 0031823087 scopus 로고    scopus 로고
    • A dynamic regulatory model of phytoplanktonic acclimation to light, nutrients, and temperature
    • Geider RJ, MacIntyre HL, Kana TM. A dynamic regulatory model of phytoplanktonic acclimation to light, nutrients, and temperature. Limnol Oceanogr. 1998;43:679-694.
    • (1998) Limnol Oceanogr , vol.43 , pp. 679-694
    • Geider, R.J.1    MacIntyre, H.L.2    Kana, T.M.3
  • 11
    • 67149123784 scopus 로고    scopus 로고
    • New cell-based model of photosynthesis and photo-acclimation: accumulation and mobilisation of energy reserves in phytoplankton
    • Ross ON, Geider RJ. New cell-based model of photosynthesis and photo-acclimation: accumulation and mobilisation of energy reserves in phytoplankton. Mar Ecol: Prog Ser. 2009;383:53-71.
    • (2009) Mar Ecol: Prog Ser , vol.383 , pp. 53-71
    • Ross, O.N.1    Geider, R.J.2
  • 12
    • 79952537141 scopus 로고    scopus 로고
    • Microalgae bulk growth model with application to industrial scale systems
    • Quinn J, de Winter L, Bradley T. Microalgae bulk growth model with application to industrial scale systems. Bioresour Technol. 2011;102:5083-5092.
    • (2011) Bioresour Technol , vol.102 , pp. 5083-5092
    • Quinn, J.1    de Winter, L.2    Bradley, T.3
  • 13
    • 84865564904 scopus 로고    scopus 로고
    • Validation of simple model accounting for light and temperature effect on microalgal growth
    • Bernard O, Remond B. Validation of simple model accounting for light and temperature effect on microalgal growth. Bioresour Technol. 2012;123:520-257.
    • (2012) Bioresour Technol , vol.123 , pp. 520-257
    • Bernard, O.1    Remond, B.2
  • 14
    • 80054765553 scopus 로고    scopus 로고
    • 2 mitigation and biofuel production
    • 2 mitigation and biofuel production. J Process Control. 2011;21:1378-1389.
    • (2011) J Process Control , vol.21 , pp. 1378-1389
    • Bernard, O.1
  • 15
    • 79953140324 scopus 로고    scopus 로고
    • Optimization of a photobioreactor biomass production using natural light. In: Proceedings of the 49th IEEE Conference on Decision and Control (CDC), Atlanta, USA: IEEE
    • Grognard F, Akhmetzhanov A, Masci P, Bernard O. Optimization of a photobioreactor biomass production using natural light. In: Proceedings of the 49th IEEE Conference on Decision and Control (CDC), Atlanta, USA: IEEE, 2010:4691-4696.
    • (2010) , pp. 4691-4696
    • Grognard, F.1    Akhmetzhanov, A.2    Masci, P.3    Bernard, O.4
  • 16
    • 67650853601 scopus 로고    scopus 로고
    • Adaptation strategies for real-time optimization
    • Chachuat B, Srinivasan B, Bonvin D. Adaptation strategies for real-time optimization. Comput Chem Eng. 2009;33:1557-1567.
    • (2009) Comput Chem Eng , vol.33 , pp. 1557-1567
    • Chachuat, B.1    Srinivasan, B.2    Bonvin, D.3
  • 17
    • 84655161369 scopus 로고    scopus 로고
    • Optimization of microalgal productivity using an adaptive, non-linear model based strategy
    • De la Hoz Siegler H, McCaffrey WC, Burrell RE, Ben-Zvi A. Optimization of microalgal productivity using an adaptive, non-linear model based strategy. Bioresour Technol. 2012;104:537-546.
    • (2012) Bioresour Technol , vol.104 , pp. 537-546
    • De la Hoz Siegler, H.1    McCaffrey, W.C.2    Burrell, R.E.3    Ben-Zvi, A.4
  • 18
    • 0034300621 scopus 로고    scopus 로고
    • Plantwide control: the search for the self-optimizing control structure
    • Skogestad S. Plantwide control: the search for the self-optimizing control structure. J Process Control. 2000;10:487-507.
    • (2000) J Process Control , vol.10 , pp. 487-507
    • Skogestad, S.1
  • 19
    • 1842482124 scopus 로고    scopus 로고
    • Principles for attaining maximal microalgal productivity in photobioreactors: an overview
    • Richmond A. Principles for attaining maximal microalgal productivity in photobioreactors: an overview. Hydrobiologia. 2004;512:33-37.
    • (2004) Hydrobiologia , vol.512 , pp. 33-37
    • Richmond, A.1
  • 20
    • 66149192677 scopus 로고    scopus 로고
    • A simple and reliable formula for assessment of maximum volumetric productivities in photobioreactors
    • Cornet JF, Dussap CG. A simple and reliable formula for assessment of maximum volumetric productivities in photobioreactors. Biotechnol Prog. 2009;25:424-435.
    • (2009) Biotechnol Prog , vol.25 , pp. 424-435
    • Cornet, J.F.1    Dussap, C.G.2
  • 21
    • 71849089464 scopus 로고    scopus 로고
    • Calculation of optimal design and ideal productivities of volumetrically lightened photobioreactors using the constructal approach
    • Cornet JF. Calculation of optimal design and ideal productivities of volumetrically lightened photobioreactors using the constructal approach. Chem Eng Sci. 2010;65:985-998.
    • (2010) Chem Eng Sci , vol.65 , pp. 985-998
    • Cornet, J.F.1
  • 22
    • 77950872234 scopus 로고    scopus 로고
    • Experimental and theoretical assessment of maximum productivities for the microalgae Chlamydomonas reinhardtii in two different geometries of photobioreactors
    • Takache H, Christophe G, Cornet JF, Pruvost J. Experimental and theoretical assessment of maximum productivities for the microalgae Chlamydomonas reinhardtii in two different geometries of photobioreactors. Biotechnol Prog. 2010;26:431-440.
    • (2010) Biotechnol Prog , vol.26 , pp. 431-440
    • Takache, H.1    Christophe, G.2    Cornet, J.F.3    Pruvost, J.4
  • 23
    • 79958739239 scopus 로고    scopus 로고
    • Modeling dynamic functioning of rectangular photobioreactors in solar conditions
    • Pruvost J, Cornet JF, Goetz V, Legrand J. Modeling dynamic functioning of rectangular photobioreactors in solar conditions. AIChE J. 2011;57:1947-1960.
    • (2011) AIChE J , vol.57 , pp. 1947-1960
    • Pruvost, J.1    Cornet, J.F.2    Goetz, V.3    Legrand, J.4
  • 24
    • 79960838647 scopus 로고    scopus 로고
    • Luminostat operation: a tool to maximize microalgae photosynthetic efficiency in photobioreactors during the daily light cycle?
    • Cuaresma M, Janssen M, van den End EJ, Vílchez C, Wijffels RH. Luminostat operation: a tool to maximize microalgae photosynthetic efficiency in photobioreactors during the daily light cycle? Bioresour Technol. 2011;102:7871-7878.
    • (2011) Bioresour Technol , vol.102 , pp. 7871-7878
    • Cuaresma, M.1    Janssen, M.2    van den End, E.J.3    Vílchez, C.4    Wijffels, R.H.5
  • 25
    • 84866759799 scopus 로고    scopus 로고
    • Modelling microalgae growth in nitrogen limited photobiorector for estimating biomass, carbohydrate and neutral lipid productivities. In: Proceeding of the 18th World Congress The International Federation of Automatic Control, Milano, Italy: IFAC
    • Mairet F, Bernard O, Lacour T, Sciandra A. Modelling microalgae growth in nitrogen limited photobiorector for estimating biomass, carbohydrate and neutral lipid productivities. In: Proceeding of the 18th World Congress The International Federation of Automatic Control, Milano, Italy: IFAC, 2011:10591-10596.
    • (2011) , pp. 10591-10596
    • Mairet, F.1    Bernard, O.2    Lacour, T.3    Sciandra, A.4
  • 26
    • 77957369036 scopus 로고    scopus 로고
    • Modelling neutral lipid production by the microalga Isochrysis aff. galbana under nitrogen limitation
    • Mairet F, Bernard O, Masci P, Lacour T, Sciandra A. Modelling neutral lipid production by the microalga Isochrysis aff. galbana under nitrogen limitation. Bioresour Technol. 2011;102:142-149.
    • (2011) Bioresour Technol , vol.102 , pp. 142-149
    • Mairet, F.1    Bernard, O.2    Masci, P.3    Lacour, T.4    Sciandra, A.5
  • 27
    • 84875966399 scopus 로고    scopus 로고
    • Temperature effect on microalgae: a crucial factor for outdoor production
    • In press.
    • Ras M, Steyer JP, Bernard O. Temperature effect on microalgae: a crucial factor for outdoor production. Rev Environ Sci Biotechnol. In press.
    • Rev Environ Sci Biotechnol.
    • Ras, M.1    Steyer, J.P.2    Bernard, O.3
  • 28
    • 84982619729 scopus 로고
    • Light and temperature dependence of the carbon to chlorophyll a ratio in microalgae and cyanobacteria: implications for physiology and growth of phytoplankton
    • Geider RJ. Light and temperature dependence of the carbon to chlorophyll a ratio in microalgae and cyanobacteria: implications for physiology and growth of phytoplankton. New Phytol. 1987;106:1-34.
    • (1987) New Phytol , vol.106 , pp. 1-34
    • Geider, R.J.1
  • 29
    • 84974142363 scopus 로고
    • Vitamin B12 and marine ecology. IV. The kinetics of uptake, growth and inhibition in Monochrysis lutheri
    • Droop MR. Vitamin B12 and marine ecology. IV. The kinetics of uptake, growth and inhibition in Monochrysis lutheri. J Mar Biol Assoc UK. 1968;48:689-733.
    • (1968) J Mar Biol Assoc UK , vol.48 , pp. 689-733
    • Droop, M.R.1
  • 30
    • 0001250652 scopus 로고
    • The relationship between light intensity and photosynthesis-a simple mathematical model
    • Peeters JCH, Eilers P. The relationship between light intensity and photosynthesis-a simple mathematical model. Hydrobiol Bull. 1978;12:134-136.
    • (1978) Hydrobiol Bull , vol.12 , pp. 134-136
    • Peeters, J.C.H.1    Eilers, P.2
  • 31
    • 0035909792 scopus 로고    scopus 로고
    • A novel airlift photobioreactor with baffles for improved light utilization through the flashing light effect
    • Degen J, Uebele A, Retze A, Schmidt-Staigar U, Trosch W. A novel airlift photobioreactor with baffles for improved light utilization through the flashing light effect. J Biotechnol. 2001;92:89-94.
    • (2001) J Biotechnol , vol.92 , pp. 89-94
    • Degen, J.1    Uebele, A.2    Retze, A.3    Schmidt-Staigar, U.4    Trosch, W.5
  • 32
    • 0027337862 scopus 로고
    • An unexpected correlation between cardinal temperatures of microbial growth highlighted by a new model
    • Rosso L, Lobry JR, Flandrois JP. An unexpected correlation between cardinal temperatures of microbial growth highlighted by a new model. J Theor Biol. 1993;162:447-463.
    • (1993) J Theor Biol , vol.162 , pp. 447-463
    • Rosso, L.1    Lobry, J.R.2    Flandrois, J.P.3
  • 33
    • 36549074499 scopus 로고    scopus 로고
    • Multiscale computation of solar radiation for predictive vegetation modelling
    • Piedallu C, Gégout JG. Multiscale computation of solar radiation for predictive vegetation modelling. Ann For Sci. 2007;64: 899-909.
    • (2007) Ann For Sci , vol.64 , pp. 899-909
    • Piedallu, C.1    Gégout, J.G.2
  • 35
    • 68349101376 scopus 로고    scopus 로고
    • DOTcvpSB, a software toolbox for dynamic optimization in systems biology
    • Hirmajer T, Balsa-Canto E, Banga JR. DOTcvpSB, a software toolbox for dynamic optimization in systems biology. BMC Bioinform. 2009;10:199-213.
    • (2009) BMC Bioinform , vol.10 , pp. 199-213
    • Hirmajer, T.1    Balsa-Canto, E.2    Banga, J.R.3
  • 36
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R, Price K. Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. J Global Optim. 1997;11:341-329.
    • (1997) J Global Optim , vol.11 , pp. 341-329
    • Storn, R.1    Price, K.2
  • 37
    • 0034266683 scopus 로고    scopus 로고
    • Stochastic ranking for constrained evolutionary optimization
    • Runarsson TP, Yao X. Stochastic ranking for constrained evolutionary optimization. IEEE Trans Evolut Comput. 2000;4:284-294.
    • (2000) IEEE Trans Evolut Comput , vol.4 , pp. 284-294
    • Runarsson, T.P.1    Yao, X.2
  • 39
    • 79952534504 scopus 로고    scopus 로고
    • Horizontal or vertical photobioreactors? How to improve microalgae photosynthetic efficiency
    • Cuaresma M, Janssen M, Vílchez C, Wijffels RH. Horizontal or vertical photobioreactors? How to improve microalgae photosynthetic efficiency. Bioresour Technol. 2011;102:5129-5137.
    • (2011) Bioresour Technol , vol.102 , pp. 5129-5137
    • Cuaresma, M.1    Janssen, M.2    Vílchez, C.3    Wijffels, R.H.4
  • 40
    • 81155162527 scopus 로고    scopus 로고
    • NCO tracking and self-optimizing control in the context of real-time optimization
    • Jäschke J, Skogestad S. NCO tracking and self-optimizing control in the context of real-time optimization. J Process Control. 2011;21:1407-1416.
    • (2011) J Process Control , vol.21 , pp. 1407-1416
    • Jäschke, J.1    Skogestad, S.2
  • 41
    • 17744392625 scopus 로고    scopus 로고
    • Use of measurements for enforcing the necessary conditions of optimality in the presence of constraints and uncertainty
    • Francois G, Srinivasan B, Bonvin D. Use of measurements for enforcing the necessary conditions of optimality in the presence of constraints and uncertainty. J Process Control. 2005;15:701-712.
    • (2005) J Process Control , vol.15 , pp. 701-712
    • Francois, G.1    Srinivasan, B.2    Bonvin, D.3
  • 42
    • 80051866385 scopus 로고    scopus 로고
    • Microalgal biomass surface productivity optimization based on a photobioreactor model. In: Proceedings of the 11th International Symposium on Computer Applications in Biotechnology, Leuven, Belgium: IFAC
    • Masci P, Grognard F, Bernard O. Microalgal biomass surface productivity optimization based on a photobioreactor model. In: Proceedings of the 11th International Symposium on Computer Applications in Biotechnology, Leuven, Belgium: IFAC, 2010:180-185.
    • (2010) , pp. 180-185
    • Masci, P.1    Grognard, F.2    Bernard, O.3


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