Chemical reaction optimisation for different economic dispatch problems

被引:59
作者
Bhattacharjee, Kuntal [1 ]
Bhattacharya, Aniruddha [2 ]
Dey, Sunita Halder Nee [3 ]
机构
[1] Dr BC Roy Engn Coll, Dept Elect Engn, Durgapur 713206, W Bengal, India
[2] Natl Inst Technology Agartala, Dept Elect Engn, Agartala 799055, Tripura, India
[3] Jadavpur Univ, Dept Elect Engn, Kolkata 700032, W Bengal, India
关键词
PARTICLE SWARM OPTIMIZATION; EVOLUTIONARY PROGRAMMING TECHNIQUES; GENETIC ALGORITHM;
D O I
10.1049/iet-gtd.2013.0122
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
This study presents a real coded chemical reaction algorithm to solve economic load dispatch (ELD) problems involving different constraints such as power balance, ramp rate limits and prohibited operating zone constraints. Effects of valve-point loading and multi-fuel options of large-scale thermal plants are also studied. System transmission loss has also been considered in a few cases. Chemical reaction optimisation mimics the interactions of molecules in a chemical reaction to reach from a higher energy unstable state to a low energy stable state. A real coded version, known as real-coded chemical reaction optimisation is implemented here to solve ELD problems. The simulation results establish that the proposed approach outperforms several other existing optimisation techniques in terms of quality of solution obtained and computational efficiency. The results also prove the robustness of the proposed methodology to solve ELD problems.
引用
收藏
页码:530 / 541
页数:12
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