Combined heat and power dynamic economic dispatch with demand side management incorporating renewable energy sources and pumped hydro energy storage

被引:22
|
作者
Basu, Mousumi [1 ]
机构
[1] Jadavpur Univ, Dept Power Engn, Kolkata 700098, India
关键词
power generation economics; pumped-storage power stations; power generation dispatch; renewable energy sources; demand side management; power system security; evolutionary computation; cogeneration; power dynamic economic dispatch; Tent equation; pumped-storage-hydraulic unit; valve point effect; proscribed workable area; solar wind power uncertainty; CHPDED problem; recommended CFCEP technique; chaotic sequences; dynamic scaling factor; FCEP; pumped hydro energy storage; chaotic fast convergence evolutionary programming; DSM programmes; combined heat and power dynamic economic dispatch problem; PARTICLE SWARM OPTIMIZATION; ALGORITHM; WIND; STRATEGY; SYSTEM;
D O I
10.1049/iet-gtd.2019.0216
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This study suggests chaotic fast convergence evolutionary programming (CFCEP) rooted in Tent equation for solving intricate actual world combined heat and power dynamic economic dispatch (CHPDED) problem with demand side management (DSM) incorporating renewable energy sources and pumped-storage-hydraulic unit. The valve point effect and proscribed workable area of thermal generators and solar and wind power uncertainty have been pondered. DSM programmes decrease cost and boost up power system security. To investigate the upshot of DSM, the CHPDED problem is solved with and without DSM. In the recommended CFCEP technique, chaotic sequences have been pertained for acquiring the dynamic scaling factor setting in fast convergence evolutionary programming (FCEP). Introduction of chaotic sequences helps FCEP to avoid premature convergence. The efficiency of the recommended technique is revealed in a test system. Simulation outcomes of the recommended technique have been evaluated with those attained by FCEP and differential evolution. It has been examined from the assessment that the recommended CFCEP has the capability to bestow with a better-quality solution.
引用
收藏
页码:3771 / 3781
页数:11
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