Due to gradually diminution of fossil fuel, the cost-effective utilization of available fuel for power gen-eration has turn out to be a vital concern of electric power utilities. Thermal power plants have to operate within their fuel confines and contractual constraints. This work suggests social group entropy optimi-zation (SGEO) technique to solve short-term generation scheduling of a power system consisting of fuel constrained thermal generating units, cascaded hydro power plants, solar PV plants, wind turbine generators and pumped storage hydro (PSH) plants with demand side management (DSM). Simulation results of the test system have been compared with those acquired by self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients (HPSO-TVAC), fast convergence evolutionary programming (FCEP) and differential evolution (DE). Numerical results show that fuel consumption can be adequately controlled for fulfilling constraints imposed by suppliers and total cost with fuel constraints is more than the cost without fuel constraints. It has been also observed from the comparison that the suggested SGEO has the ability to bestow with superior-quality solution. (c) 2021 Elsevier Ltd. All rights reserved.
机构:
Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Yin, Hao
Wu, Fei
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Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Wu, Fei
Meng, Xin
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Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Meng, Xin
Lin, Yicheng
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China Southern Power Grid Co Ltd, CSG Power Generat Co, Guangzhou 510630, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Lin, Yicheng
Fan, Jingmin
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Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
Fan, Jingmin
Meng, Anbo
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Guangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R ChinaGuangdong Univ Technol, Sch Automat, Guangzhou 510006, Peoples R China
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Siksha O Anusandhan Univ, Multidisciplinary Res Cell, Bhubaneswar 751030, Orissa, IndiaSiksha O Anusandhan Univ, Multidisciplinary Res Cell, Bhubaneswar 751030, Orissa, India
Krishnanand, K. R.
Mohapatra, Ankita
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BPUT, Dept Elect Engn, Coll Engn & Technol, Rourkela 751003, Orissa, IndiaSiksha O Anusandhan Univ, Multidisciplinary Res Cell, Bhubaneswar 751030, Orissa, India
Mohapatra, Ankita
Panigrahi, B. K.
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IIT, Dept Elect Engn, Delhi 110016, IndiaSiksha O Anusandhan Univ, Multidisciplinary Res Cell, Bhubaneswar 751030, Orissa, India
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Ho Chi Minh City Univ Technol, Dept Power Syst, Ho Chi Minh City, VietnamTon Duc Thang Univ, Fac Elect & Elect Engn, Ho Chi Minh City, Vietnam
Dieu Ngoc Vo
Anh Viet Truong
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Univ Tech Educ Ho Chi Minh City, Fac Elect & Elect Engn, Ho Chi Minh City, VietnamTon Duc Thang Univ, Fac Elect & Elect Engn, Ho Chi Minh City, Vietnam
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S China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaS China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
Chen, J. J.
Zheng, J. H.
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S China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R ChinaS China Univ Technol, Sch Elect Power Engn, Guangzhou 510641, Peoples R China
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SINTEF Energy Res, Energy Syst, N-7491 Trondheim, NorwaySINTEF Energy Res, Energy Syst, N-7491 Trondheim, Norway
Helseth, Arild
Jaehnert, Stefan
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SINTEF Energy Res, Energy Syst, N-7491 Trondheim, NorwaySINTEF Energy Res, Energy Syst, N-7491 Trondheim, Norway
Jaehnert, Stefan
Diniz, Andre Luiz
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Brazilian Elect Energy Res Ctr, CEPEL, DEA Optimizat & Environm Dept, BR-22220040 Rio De Janeiro, BrazilSINTEF Energy Res, Energy Syst, N-7491 Trondheim, Norway