An improvement crossover operation method in genetic algorithm and spatial optimization of heliostat field

Energy - Tập 155 - Trang 15-28 - 2018
Jianxing Wang1, Liqiang Duan1, Yongping Yang1
1School of Energy, Power and Mechanical Engineering, National Thermal Power Engineering & Technology Research Center, Key Laboratory of Condition Monitoring and Control for Power Plant Equipment of Ministry of Education, North China Electric Power University, Beijing, 102206, China

Tài liệu tham khảo

World Energy Outlook, 2016 2012, Renewable energy technologies: cost analysis series, 1 Behar, 2013, A review of studies on central receiver solar thermal power plants, Renew Sustain Energy Rev, 23, 12, 10.1016/j.rser.2013.02.017 Köberle, 2015, Assessing current and future techno-economic potential of concentrated solar power and photovoltaic electricity generation, Energy, 89, 739, 10.1016/j.energy.2015.05.145 Pfahl, 2017, Progress in heliostat development, Sol Energy, 152, 3, 10.1016/j.solener.2017.03.029 Piroozmand, 2016, A computational method for optimal design of the multi-tower heliostat field considering heliostats interactions, Energy, 106, 240, 10.1016/j.energy.2016.03.049 Lata, 2010, 21 Wei, 2010, A new code for the design and analysis of the heliostat field layout for power tower system, Sol Energy, 84, 685, 10.1016/j.solener.2010.01.020 Collado, 2012, Campo: generation of regular heliostat fields, Renew Energy, 46, 49, 10.1016/j.renene.2012.03.011 Besarati, 2014, A computationally efficient method for the design of the heliostat field for solar power tower plant, Renew Energy, 69, 226, 10.1016/j.renene.2014.03.043 Collado, 2013, A review of optimized design layouts for solar power tower plants with campo code, Renew Sustain Energy Rev, 20, 142, 10.1016/j.rser.2012.11.076 Kolb, 2007, Heliostat cost reduction, vol. 8, 1077 Lipps, 1978, A cell wise method for the optimization of large central receiver systems, Sol Energy, 20, 505, 10.1016/0038-092X(78)90067-1 KB, 1986 Noone, 2012, Heliostat field optimization: a new computationally efficient model and biomimetic layout, Sol Energy, 86, 792, 10.1016/j.solener.2011.12.007 Mutuberria, 2015, Comparison of heliostat field layout design methodologies and impact on power plant efficiency, Energy Procedia, 69, 1360, 10.1016/j.egypro.2015.03.135 Barberena, 2016, State-of-the-art of heliostat field layout algorithms and their comparison, Energy Procedia, 93, 31, 10.1016/j.egypro.2016.07.146 Cruz, 2017, Review of software for optical analyzing and optimizing heliostat fields, Renew Sustain Energy Rev, 72, 1001, 10.1016/j.rser.2017.01.032 Garcia, 2008, Codes for solar flux calculation dedicated to central receiver system applications: a comparative review, Sol Energy, 82, 189, 10.1016/j.solener.2007.08.004 Collado, 2016, Two-stages optimised design of the collector field of solar power tower plants, Sol Energy, 135, 884, 10.1016/j.solener.2016.06.065 Collado, 2009, Preliminary design of surrounding heliostat fields, Renew Energy, 34, 1359, 10.1016/j.renene.2008.09.003 Bradshaw, 2002, Final test and evaluation results from the solar two project, Energy Storage Blanco-Muriel, 2001, Computing the solar vector, Sol Energy, 70, 431, 10.1016/S0038-092X(00)00156-0 Cruz, 2016, High performance computing for the heliostat field layout evaluation, J Supercomput, 73, 259, 10.1007/s11227-016-1698-7 Schwarzbözl, 2009 Collado, 1986, An analytic function for the flux density due to sunlight reflected from a heliostat, Sol Energy, 37, 215, 10.1016/0038-092X(86)90078-2 Collado, 1989, Calculation of the annual thermal energy supplied by a defined heliostat field, Sol Energy, 42, 149, 10.1016/0038-092X(89)90142-4 Collado, 2010, One-point fitting of the flux density produced by a heliostat, Sol Energy, 84, 673, 10.1016/j.solener.2010.01.019 Schramek, 2003, Multi-tower solar array, Sol Energy, 75, 249, 10.1016/j.solener.2003.07.004 Belhomme, 2009, A new fast ray tracing tool for high-precision simulation of heliostat fields, J Sol Energy Eng, 131, 031002, 10.1115/1.3139139 Sassi, 1983, Some notes on shadow and blockage effects, Sol Energy, 31, 331, 10.1016/0038-092X(83)90022-1 Yao, 2015, Heliostat field layout methodology in central receiver systems based on efficiency-related distribution, Sol Energy, 117, 114, 10.1016/j.solener.2015.04.029 Goswami, 1978 SoDa, 2004 ASHREA handbook, 2001 2008 Atif, 2015, Development of a mathematical model for optimizing a heliostat field layout using differential evolution method, Int J Energy Res, 39, 1241, 10.1002/er.3325 Chipperfield Spears, 1991, An analysis of multi-point crossover, Found Genetic Algorithms, 1, 301 Surjanovic, 2013 Amadei, 2013, Simulation of GEMASOLAR-based solar tower plants for the Chinese energy market: influence of plant downsizing and location change, Renew Energy, 55, 366, 10.1016/j.renene.2012.12.022 Sargent, 2003