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Optimization methods applied to renewable and sustainable energy: A review

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  • Baños, R.
  • Manzano-Agugliaro, F.
  • Montoya, F.G.
  • Gil, C.
  • Alcayde, A.
  • Gómez, J.
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    Abstract

    Energy is a vital input for social and economic development. As a result of the generalization of agricultural, industrial and domestic activities the demand for energy has increased remarkably, especially in emergent countries. This has meant rapid grower in the level of greenhouse gas emissions and the increase in fuel prices, which are the main driving forces behind efforts to utilize renewable energy sources more effectively, i.e. energy which comes from natural resources and is also naturally replenished. Despite the obvious advantages of renewable energy, it presents important drawbacks, such as the discontinuity of generation, as most renewable energy resources depend on the climate, which is why their use requires complex design, planning and control optimization methods. Fortunately, the continuous advances in computer hardware and software are allowing researchers to deal with these optimization problems using computational resources, as can be seen in the large number of optimization methods that have been applied to the renewable and sustainable energy field. This paper presents a review of the current state of the art in computational optimization methods applied to renewable and sustainable energy, offering a clear vision of the latest research advances in this field.

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    Article provided by Elsevier in its journal Renewable and Sustainable Energy Reviews.

    Volume (Year): 15 (2011)
    Issue (Month): 4 (May)
    Pages: 1753-1766

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    Handle: RePEc:eee:rensus:v:15:y:2011:i:4:p:1753-1766

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    Keywords: Renewable energy systems Optimization Multi-criteria decision analysis Design Planning Control;

    References

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    1. Nigim, K.A. & Parker, Paul, 2007. "Heuristic and probabilistic wind power availability estimation procedures: Improved tools for technology and site selection," Renewable Energy, Elsevier, vol. 32(4), pages 638-648.
    2. Kongnam, C. & Nuchprayoon, S., 2010. "A particle swarm optimization for wind energy control problem," Renewable Energy, Elsevier, vol. 35(11), pages 2431-2438.
    3. Herbert, G.M. Joselin & Iniyan, S. & Goic, Ranko, 2010. "Performance, reliability and failure analysis of wind farm in a developing Country," Renewable Energy, Elsevier, vol. 35(12), pages 2739-2751.
    4. Fleten, S.-E. & Maribu, K.M. & Wangensteen, I., 2007. "Optimal investment strategies in decentralized renewable power generation under uncertainty," Energy, Elsevier, vol. 32(5), pages 803-815.
    5. Alvarez-Valdes, R. & Crespo, E. & Tamarit, J.M. & Villa, F., 2008. "GRASP and path relinking for project scheduling under partially renewable resources," European Journal of Operational Research, Elsevier, Elsevier, vol. 189(3), pages 1153-1170, September.
    6. Li, Y.F. & Li, Y.P. & Huang, G.H. & Chen, X., 2010. "Energy and environmental systems planning under uncertainty--An inexact fuzzy-stochastic programming approach," Applied Energy, Elsevier, vol. 87(10), pages 3189-3211, October.
    7. Dicorato, M. & Forte, G. & Trovato, M., 2008. "Environmental-constrained energy planning using energy-efficiency and distributed-generation facilities," Renewable Energy, Elsevier, vol. 33(6), pages 1297-1313.
    8. Hameed, Z. & Hong, Y.S. & Cho, Y.M. & Ahn, S.H. & Song, C.K., 2009. "Condition monitoring and fault detection of wind turbines and related algorithms: A review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(1), pages 1-39, January.
    9. Kowalski, Katharina & Stagl, Sigrid & Madlener, Reinhard & Omann, Ines, 2009. "Sustainable energy futures: Methodological challenges in combining scenarios and participatory multi-criteria analysis," European Journal of Operational Research, Elsevier, Elsevier, vol. 197(3), pages 1063-1074, September.
    10. Ammar, Mohsen Ben & Chaabene, Maher & Elhajjaji, Ahmed, 2010. "Daily energy planning of a household photovoltaic panel," Applied Energy, Elsevier, vol. 87(7), pages 2340-2351, July.
    11. Hepbasli, Arif, 2008. "A key review on exergetic analysis and assessment of renewable energy resources for a sustainable future," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 12(3), pages 593-661, April.
    12. Sood, Yog Raj & Singh, Randhir, 2010. "Optimal model of congestion management in deregulated environment of power sector with promotion of renewable energy sources," Renewable Energy, Elsevier, vol. 35(8), pages 1828-1836.
    13. Naik, S.N. & Goud, Vaibhav V. & Rout, Prasant K. & Dalai, Ajay K., 2010. "Production of first and second generation biofuels: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(2), pages 578-597, February.
    14. Hernández-Escobedo, Q. & Manzano-Agugliaro, F. & Zapata-Sierra, A., 2010. "The wind power of Mexico," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(9), pages 2830-2840, December.
    15. Ould Bilal, B. & Sambou, V. & Ndiaye, P.A. & Kébé, C.M.F. & Ndongo, M., 2010. "Optimal design of a hybrid solar–wind-battery system using the minimization of the annualized cost system and the minimization of the loss of power supply probability (LPSP)," Renewable Energy, Elsevier, vol. 35(10), pages 2388-2390.
    16. Mellit, A. & Kalogirou, S.A. & Shaari, S. & Salhi, H. & Hadj Arab, A., 2008. "Methodology for predicting sequences of mean monthly clearness index and daily solar radiation data in remote areas: Application for sizing a stand-alone PV system," Renewable Energy, Elsevier, vol. 33(7), pages 1570-1590.
    17. Nema, Pragya & Nema, R.K. & Rangnekar, Saroj, 2009. "A current and future state of art development of hybrid energy system using wind and PV-solar: A review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(8), pages 2096-2103, October.
    18. Li, Chun-Hua & Zhu, Xin-Jian & Cao, Guang-Yi & Sui, Sheng & Hu, Ming-Ruo, 2009. "Dynamic modeling and sizing optimization of stand-alone photovoltaic power systems using hybrid energy storage technology," Renewable Energy, Elsevier, vol. 34(3), pages 815-826.
    19. Peña, Rafael & Medina, Aurelio & Anaya-Lara, Olimpo & McDonald, James R., 2009. "Capacity estimation of a minihydro plant based on time series forecasting," Renewable Energy, Elsevier, vol. 34(5), pages 1204-1209.
    20. Kenisarin, Murat & Mahkamov, Khamid, 2007. "Solar energy storage using phase change materials," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 11(9), pages 1913-1965, December.
    21. Kongnam, C. & Nuchprayoon, S. & Premrudeepreechacharn, S. & Uatrongjit, S., 2009. "Decision analysis on generation capacity of a wind park," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(8), pages 2126-2133, October.
    22. Madlener, Reinhard & Antunes, Carlos Henggeler & Dias, Luis C., 2009. "Assessing the performance of biogas plants with multi-criteria and data envelopment analysis," European Journal of Operational Research, Elsevier, Elsevier, vol. 197(3), pages 1084-1094, September.
    23. Varun & Siddhartha, 2010. "Thermal performance optimization of a flat plate solar air heater using genetic algorithm," Applied Energy, Elsevier, vol. 87(5), pages 1793-1799, May.
    24. Kusiak, Andrew & Zheng, Haiyang & Song, Zhe, 2010. "Power optimization of wind turbines with data mining and evolutionary computation," Renewable Energy, Elsevier, vol. 35(3), pages 695-702.
    25. González, Javier Serrano & Gonzalez Rodriguez, Angel G. & Mora, José Castro & Santos, Jesús Riquelme & Payan, Manuel Burgos, 2010. "Optimization of wind farm turbines layout using an evolutive algorithm," Renewable Energy, Elsevier, vol. 35(8), pages 1671-1681.
    26. J. Reca & J. Martínez & C. Gil & R. Baños, 2008. "Application of Several Meta-Heuristic Techniques to the Optimization of Real Looped Water Distribution Networks," Water Resources Management, Springer, Springer, vol. 22(10), pages 1367-1379, October.
    27. Wiesenthal, Tobias & Leduc, Guillaume & Christidis, Panayotis & Schade, Burkhard & Pelkmans, Luc & Govaerts, Leen & Georgopoulos, Panagiotis, 2009. "Biofuel support policies in Europe: Lessons learnt for the long way ahead," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(4), pages 789-800, May.
    28. Emami, Alireza & Noghreh, Pirooz, 2010. "New approach on optimization in placement of wind turbines within wind farm by genetic algorithms," Renewable Energy, Elsevier, vol. 35(7), pages 1559-1564.
    29. Bozbas, Kahraman, 2008. "Biodiesel as an alternative motor fuel: Production and policies in the European Union," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 12(2), pages 542-552, February.
    30. Niknam, Taher & Meymand, Hamed Zeinoddini & Nayeripour, Majid, 2010. "A practical algorithm for optimal operation management of distribution network including fuel cell power plants," Renewable Energy, Elsevier, vol. 35(8), pages 1696-1714.
    31. Sadegheih, A., 2010. "A novel formulation of carbon emissions costs for optimal design configuration of system transmission planning," Renewable Energy, Elsevier, vol. 35(5), pages 1091-1097.
    32. Soroudi, Alireza & Ehsan, Mehdi & Zareipour, Hamidreza, 2011. "A practical eco-environmental distribution network planning model including fuel cells and non-renewable distributed energy resources," Renewable Energy, Elsevier, vol. 36(1), pages 179-188.
    33. Mustafa Omer, Abdeen, 2008. "Ground-source heat pumps systems and applications," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 12(2), pages 344-371, February.
    34. Niknam, Taher & Firouzi, Bahman Bahmani, 2009. "A practical algorithm for distribution state estimation including renewable energy sources," Renewable Energy, Elsevier, vol. 34(11), pages 2309-2316.
    35. Sareni, B. & Abdelli, A. & Roboam, X. & Tran, D.H., 2009. "Model simplification and optimization of a passive wind turbine generator," Renewable Energy, Elsevier, vol. 34(12), pages 2640-2650.
    36. Varun & Prakash, Ravi & Bhat, Inder Krishnan, 2009. "Energy, economics and environmental impacts of renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(9), pages 2716-2721, December.
    37. Thiaux, Y. & Seigneurbieux, J. & Multon, B. & Ben Ahmed, H., 2010. "Load profile impact on the gross energy requirement of stand-alone photovoltaic systems," Renewable Energy, Elsevier, vol. 35(3), pages 602-613.
    38. Lagorse, Jeremy & Paire, Damien & Miraoui, Abdellatif, 2009. "Sizing optimization of a stand-alone street lighting system powered by a hybrid system using fuel cell, PV and battery," Renewable Energy, Elsevier, vol. 34(3), pages 683-691.
    39. Zervas, P.L. & Sarimveis, H. & Palyvos, J.A. & Markatos, N.C.G., 2008. "Prediction of daily global solar irradiance on horizontal surfaces based on neural-network techniques," Renewable Energy, Elsevier, vol. 33(8), pages 1796-1803.
    40. Puig-Arnavat, Maria & Bruno, Joan Carles & Coronas, Alberto, 2010. "Review and analysis of biomass gasification models," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(9), pages 2841-2851, December.
    41. R. Baños & C. Gil & J. Reca & J. Martínez, 2009. "Implementation of scatter search for multi-objective optimization: a comparative study," Computational Optimization and Applications, Springer, Springer, vol. 42(3), pages 421-441, April.
    42. Jurado, Francisco & Saenz, José R, 2002. "Neuro-fuzzy control for autonomous wind–diesel systems using biomass," Renewable Energy, Elsevier, vol. 27(1), pages 39-56.
    43. Franco, Alessandro & Salza, Pasquale, 2011. "Strategies for optimal penetration of intermittent renewables in complex energy systems based on techno-operational objectives," Renewable Energy, Elsevier, vol. 36(2), pages 743-753.
    44. Tselepidou, K. & Katsifarakis, K.L., 2010. "Optimization of the exploitation system of a low enthalpy geothermal aquifer with zones of different transmissivities and temperatures," Renewable Energy, Elsevier, vol. 35(7), pages 1408-1413.
    45. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(9), pages 2263-2278, December.
    46. Hongling, Liu & Chuanwen, Jiang & Yan, Zhang, 2008. "A review on risk-constrained hydropower scheduling in deregulated power market," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 12(5), pages 1465-1475, June.
    47. Kusiak, Andrew & Song, Zhe, 2010. "Design of wind farm layout for maximum wind energy capture," Renewable Energy, Elsevier, vol. 35(3), pages 685-694.
    48. Fernández-García, A. & Zarza, E. & Valenzuela, L. & Pérez, M., 2010. "Parabolic-trough solar collectors and their applications," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(7), pages 1695-1721, September.
    49. Paul, D. & Mandal, S.N. & Mukherjee, D. & Bhadra Chaudhuri, S.R., 2010. "Optimization of significant insolation distribution parameters – A new approach towards BIPV system design," Renewable Energy, Elsevier, vol. 35(10), pages 2182-2191.
    50. Roy, Anindita & Kedare, Shireesh B. & Bandyopadhyay, Santanu, 2009. "Application of design space methodology for optimum sizing of wind-battery systems," Applied Energy, Elsevier, vol. 86(12), pages 2690-2703, December.
    51. Zangeneh, Ali & Jadid, Shahram & Rahimi-Kian, Ashkan, 2009. "Promotion strategy of clean technologies in distributed generation expansion planning," Renewable Energy, Elsevier, vol. 34(12), pages 2765-2773.
    52. Kusiak, Andrew & Li, Wenyan & Song, Zhe, 2010. "Dynamic control of wind turbines," Renewable Energy, Elsevier, vol. 35(2), pages 456-463.
    53. Kahraman, Cengiz & Kaya, İhsan & Cebi, Selcuk, 2009. "A comparative analysis for multiattribute selection among renewable energy alternatives using fuzzy axiomatic design and fuzzy analytic hierarchy process," Energy, Elsevier, vol. 34(10), pages 1603-1616.
    54. Cirre, Cristina M. & Berenguel, Manuel & Valenzuela, Loreto & Klempous, Ryszard, 2009. "Reference governor optimization and control of a distributed solar collector field," European Journal of Operational Research, Elsevier, Elsevier, vol. 193(3), pages 709-717, March.
    55. McCabe, A.P. & Aggidis, G.A. & Widden, M.B., 2010. "Optimizing the shape of a surge-and-pitch wave energy collector using a genetic algorithm," Renewable Energy, Elsevier, vol. 35(12), pages 2767-2775.
    56. Deshmukh, M.K. & Deshmukh, S.S., 2008. "Modeling of hybrid renewable energy systems," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 12(1), pages 235-249, January.
    57. Hiremath, R.B. & Shikha, S. & Ravindranath, N.H., 2007. "Decentralized energy planning; modeling and application--a review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 11(5), pages 729-752, June.
    58. Cormio, C. & Dicorato, M. & Minoia, A. & Trovato, M., 2003. "A regional energy planning methodology including renewable energy sources and environmental constraints," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 7(2), pages 99-130, April.
    59. Kishor, Nand & Saini, R.P. & Singh, S.P., 2007. "A review on hydropower plant models and control," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 11(5), pages 776-796, June.
    60. Zhou, Wei & Lou, Chengzhi & Li, Zhongshi & Lu, Lin & Yang, Hongxing, 2010. "Current status of research on optimum sizing of stand-alone hybrid solar-wind power generation systems," Applied Energy, Elsevier, vol. 87(2), pages 380-389, February.
    61. Anagnostopoulos, J.S. & Papantonis, D.E., 2008. "Simulation and size optimization of a pumped–storage power plant for the recovery of wind-farms rejected energy," Renewable Energy, Elsevier, vol. 33(7), pages 1685-1694.
    62. Senjyu, Tomonobu & Hayashi, Daisuke & Yona, Atsushi & Urasaki, Naomitsu & Funabashi, Toshihisa, 2007. "Optimal configuration of power generating systems in isolated island with renewable energy," Renewable Energy, Elsevier, vol. 32(11), pages 1917-1933.
    63. Ahadi-Oskui, T. & Alperin, H. & Nowak, I. & Cziesla, F. & Tsatsaronis, G., 2006. "A relaxation-based heuristic for the design of cost-effective energy conversion systems," Energy, Elsevier, vol. 31(10), pages 1346-1357.
    64. Løken, Espen, 2007. "Use of multicriteria decision analysis methods for energy planning problems," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 11(7), pages 1584-1595, September.
    65. Diakaki, Christina & Grigoroudis, Evangelos & Kabelis, Nikos & Kolokotsa, Dionyssia & Kalaitzakis, Kostas & Stavrakakis, George, 2010. "A multi-objective decision model for the improvement of energy efficiency in buildings," Energy, Elsevier, vol. 35(12), pages 5483-5496.
    66. Bosch, J.L. & López, G. & Batlles, F.J., 2008. "Daily solar irradiation estimation over a mountainous area using artificial neural networks," Renewable Energy, Elsevier, vol. 33(7), pages 1622-1628.
    67. Hakimi, S.M. & Moghaddas-Tafreshi, S.M., 2009. "Optimal sizing of a stand-alone hybrid power system via particle swarm optimization for Kahnouj area in south-east of Iran," Renewable Energy, Elsevier, vol. 34(7), pages 1855-1862.
    68. Diaf, S. & Belhamel, M. & Haddadi, M. & Louche, A., 2008. "Technical and economic assessment of hybrid photovoltaic/wind system with battery storage in Corsica island," Energy Policy, Elsevier, vol. 36(2), pages 743-754, February.
    69. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2010. "Sustainability considerations for electricity generation from biomass," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(5), pages 1419-1427, June.
    70. Kumar, Atul & Kandpal, Tara C., 2007. "Renewable energy technologies for irrigation water pumping in India: A preliminary attempt towards potential estimation," Energy, Elsevier, vol. 32(5), pages 861-870.
    71. Alarcon-Rodriguez, Arturo & Ault, Graham & Galloway, Stuart, 2010. "Multi-objective planning of distributed energy resources: A review of the state-of-the-art," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(5), pages 1353-1366, June.
    72. Pohekar, S. D. & Ramachandran, M., 2004. "Application of multi-criteria decision making to sustainable energy planning--A review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 8(4), pages 365-381, August.
    73. Kusiak, Andrew & Zheng, Haiyang, 2010. "Optimization of wind turbine energy and power factor with an evolutionary computation algorithm," Energy, Elsevier, vol. 35(3), pages 1324-1332.
    74. Skoglund, Annika & Leijon, Mats & Rehn, Alf & Lindahl, Marcus & Waters, Rafael, 2010. "On the physics of power, energy and economics of renewable electric energy sources - Part II," Renewable Energy, Elsevier, vol. 35(8), pages 1735-1740.
    75. Mahor, Amita & Prasad, Vishnu & Rangnekar, Saroj, 2009. "Economic dispatch using particle swarm optimization: A review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(8), pages 2134-2141, October.
    76. Lund, Henrik, 2007. "Renewable energy strategies for sustainable development," Energy, Elsevier, vol. 32(6), pages 912-919.
    77. Bernal-Agustín, José L. & Dufo-López, Rodolfo & Rivas-Ascaso, David M., 2006. "Design of isolated hybrid systems minimizing costs and pollutant emissions," Renewable Energy, Elsevier, vol. 31(14), pages 2227-2244.
    78. Fridleifsson, Ingvar B., 2001. "Geothermal energy for the benefit of the people," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 5(3), pages 299-312, September.
    79. Connolly, D. & Lund, H. & Mathiesen, B.V. & Leahy, M., 2010. "A review of computer tools for analysing the integration of renewable energy into various energy systems," Applied Energy, Elsevier, vol. 87(4), pages 1059-1082, April.
    80. Boqiang, Ren & Chuanwen, Jiang, 2009. "A review on the economic dispatch and risk management considering wind power in the power market," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(8), pages 2169-2174, October.
    81. Courtecuisse, Vincent & Sprooten, Jonathan & Robyns, Benoît & Petit, Marc & Francois, Bruno & Deuse, Jacques, 2010. "A methodology to design a fuzzy logic based supervision of Hybrid Renewable Energy Systems," Mathematics and Computers in Simulation (MATCOM), Elsevier, Elsevier, vol. 81(2), pages 208-224.
    82. Dagdas, Ahmet, 2007. "Heat exchanger optimization for geothermal district heating systems: A fuel saving approach," Renewable Energy, Elsevier, vol. 32(6), pages 1020-1032.
    83. Ma, Tieju & Nakamori, Yoshiteru, 2009. "Modeling technological change in energy systems – From optimization to agent-based modeling," Energy, Elsevier, vol. 34(7), pages 873-879.
    84. Strupczewski, A., 2003. "Accident risks in nuclear-power plants," Applied Energy, Elsevier, vol. 75(1-2), pages 79-86, May.
    85. Kalantar, M. & Mousavi G., S.M., 2010. "Dynamic behavior of a stand-alone hybrid power generation system of wind turbine, microturbine, solar array and battery storage," Applied Energy, Elsevier, vol. 87(10), pages 3051-3064, October.
    86. Sharma, Y.C. & Singh, B., 2009. "Development of biodiesel: Current scenario," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(6-7), pages 1646-1651, August.
    87. Moura, Pedro S. & de Almeida, Aníbal T., 2010. "Multi-objective optimization of a mixed renewable system with demand-side management," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(5), pages 1461-1468, June.
    88. Mellit, A. & Kalogirou, S.A. & Hontoria, L. & Shaari, S., 2009. "Artificial intelligence techniques for sizing photovoltaic systems: A review," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(2), pages 406-419, February.
    89. Abdel-Aal, R.E. & Elhadidy, M.A. & Shaahid, S.M., 2009. "Modeling and forecasting the mean hourly wind speed time series using GMDH-based abductive networks," Renewable Energy, Elsevier, vol. 34(7), pages 1686-1699.
    90. Kuo, Cheng-Chien, 2010. "Wind energy dispatch considering environmental and economic factors," Renewable Energy, Elsevier, vol. 35(10), pages 2217-2227.
    91. Cai, Y.P. & Huang, G.H. & Yang, Z.F. & Lin, Q.G. & Tan, Q., 2009. "Community-scale renewable energy systems planning under uncertainty--An interval chance-constrained programming approach," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(4), pages 721-735, May.
    92. Vera, David & Carabias, Julio & Jurado, Francisco & Ruiz-Reyes, Nicolás, 2010. "A Honey Bee Foraging approach for optimal location of a biomass power plant," Applied Energy, Elsevier, vol. 87(7), pages 2119-2127, July.
    93. Mustakerov, Ivan & Borissova, Daniela, 2010. "Wind turbines type and number choice using combinatorial optimization," Renewable Energy, Elsevier, vol. 35(9), pages 1887-1894.
    94. Grady, S.A. & Hussaini, M.Y. & Abdullah, M.M., 2005. "Placement of wind turbines using genetic algorithms," Renewable Energy, Elsevier, vol. 30(2), pages 259-270.
    95. Jebaraj, S. & Iniyan, S., 2006. "A review of energy models," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 10(4), pages 281-311, August.
    96. Kalogirou, Soteris A., 2004. "Optimization of solar systems using artificial neural-networks and genetic algorithms," Applied Energy, Elsevier, vol. 77(4), pages 383-405, April.
    97. Cai, Y.P. & Huang, G.H. & Tan, Q. & Yang, Z.F., 2009. "Planning of community-scale renewable energy management systems in a mixed stochastic and fuzzy environment," Renewable Energy, Elsevier, vol. 34(7), pages 1833-1847.
    98. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2009. "Assessment of sustainability indicators for renewable energy technologies," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 13(5), pages 1082-1088, June.
    99. Mellit, Adel & Kalogirou, Soteris A. & Drif, Mahmoud, 2010. "Application of neural networks and genetic algorithms for sizing of photovoltaic systems," Renewable Energy, Elsevier, vol. 35(12), pages 2881-2893.
    100. Dufo-López, Rodolfo & Bernal-Agustín, José L. & Contreras, Javier, 2007. "Optimization of control strategies for stand-alone renewable energy systems with hydrogen storage," Renewable Energy, Elsevier, vol. 32(7), pages 1102-1126.
    101. Kornelakis, Aris & Marinakis, Yannis, 2010. "Contribution for optimal sizing of grid-connected PV-systems using PSO," Renewable Energy, Elsevier, vol. 35(6), pages 1333-1341.
    102. Szargut, J. & Stanek, W., 2007. "Thermo-ecological optimization of a solar collector," Energy, Elsevier, vol. 32(4), pages 584-590.
    103. Mahmoudi, Hacene & Spahis, Nawel & Goosen, Mattheus F. & Ghaffour, Noreddine & Drouiche, Nadjib & Ouagued, Abdellah, 2010. "Application of geothermal energy for heating and fresh water production in a brackish water greenhouse desalination unit: A case study from Algeria," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 14(1), pages 512-517, January.
    104. Leijon, Mats & Skoglund, Annika & Waters, Rafael & Rehn, Alf & Lindahl, Marcus, 2010. "On the physics of power, energy and economics of renewable electric energy sources – Part I," Renewable Energy, Elsevier, vol. 35(8), pages 1729-1734.
    105. Khanmohammadi, S. & Amiri, M. & Haque, M. Tarafdar, 2010. "A new three-stage method for solving unit commitment problem," Energy, Elsevier, vol. 35(7), pages 3072-3080.
    106. Hernandez-Escobedo, Quetzalcoatl & Manzano-Agugliaro, Francisco & Gazquez-Parra, Jose Antonio & Zapata-Sierra, Antonio, 2011. "Is the wind a periodical phenomenon? The case of Mexico," Renewable and Sustainable Energy Reviews, Elsevier, Elsevier, vol. 15(1), pages 721-728, January.
    107. AlRashidi, M.R. & EL-Naggar, K.M., 2010. "Long term electric load forecasting based on particle swarm optimization," Applied Energy, Elsevier, vol. 87(1), pages 320-326, January.
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