Real time optimal load dispatch of power plant based on back propagation neural network

Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control

Volumn 39, Issue 17, 2011, Pages 87-92

  Li, Yong ^a   Wang, Jian Jun ^a   Cao, Li Hua ^a  

^a NORTHEAST ELECTRIC POWER UNIVERSITY   (China)

Author keywords

Back propagation neural network; Multiple mutation adaptive genetic algorithms; Optimal load dispatch; Power plant; Real time dispatching

Indexed keywords

ADAPTIVE GENETIC ALGORITHMS; AVERAGE RELATIVE ERROR; BACK PROPAGATION NEURAL NETWORKS; BP NETWORKS; CHARACTERISTIC CURVE; COAL CONSUMPTION; COMPUTING TIME; ERROR FUNCTION; LEARNING RATES; LOAD DISPATCH; MULTIPLE MUTATIONS; OPTIMAL DISPATCH; POLLUTANT EMISSION; POWER NETWORKS; REAL TIME; REAL TIME DISPATCHING; SAMPLE DATA; TESTING SAMPLES;

ADAPTIVE ALGORITHMS; BACKPROPAGATION; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION; POWER PLANTS;

NEURAL NETWORKS;

EID: 80053084058     PISSN: 16743415     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. WANG You, MA Xiao-qian, LIU Ao. Study on plant-lever optimal load distribution based on automatic generation control[J]. Proceedings of the CSEE, 2008, 28(14): 103-107.
2. PENG Xian-gang, ZHANG Cong-hui, WANG Xing-hua, et al. Application research of optimal load distribution on LNG power plant[J]. Power System Protection and Control, 2010, 38(14): 84-87.
3. LI Wei, LIU Chang-dong, SHENG De-ren, et al. Research on optimization of unit commitment based on immune algorithm[J]. Proceedings of the CSEE, 2004, 24(7): 241-245.
4. ZHANG Jiong, LIU Tian-qi, SU Peng, et al. Unit commitment optimization based on genetic algorithm and particle swarm optimization hybrid algorithm[J]. Power System Protection and Control, 2009, 37(9): 25-29.
5. JIANG Xiu-jie, XU Man-qing, GONG Xue-hui, et al. Hybird particle swarm optimization for economic dispatch with valve-point effect[J]. Power System Protection and Control, 2009, 37(8): 10-13.
6. LI Xue-bin. Study of multi-objective optimization and multi-attribute decision making of economic load dispatch problem[J]. Proceedings of the CSEE, 2008, 28(35): 102-107.
7. FENG Shi-gang, AI Qian. Study on multi-objective load dispatch of thermal power plant and its algorithm[J]. Journal of Power Engineering, 2008, 28(3): 404-407.
8. MIAO Guo-jun, GE Xiao-xia, LIN Zhong-da. Power plant economic load dispatch based on the minimum variable cost coal consumption rate[J]. Journal of Power Engineering, 2009, 29(10): 930-935.
9. SHI Ming-xia, TAO Lin-bo, SHEN Jian-jing. Improved and application of a self-adaptive genetic algorithm[J]. Microcomputer Applications, 2006, 27(4): 405-408.
10. LI Yong, GAO Han. On-line calculation for thermal efficiency of boiler[C]. //IEEE Power and Society Asia-Pacific Power and Energy Engineering Conference, Chengdu, China, 2010.
11. LI Yong, WANG Jian-jun, CAO Li-hua. Study on the online monitoring method of main steam flow rate for steam turbines[J]. Thermal Power Generation, 2011, 40(4): 33-36.
12. ZHOU Wei-qing, QIAO Zong-liang, SI Feng-qi, et al. Multi-objective load optimal dispatch and decision-making guidance of power plant[J]. Proceedings of the CSEE, 2010, 30(2): 29-34.