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Multi-region dynamic economic dispatch of solar-wind-hydro-thermal power system incorporating pumped hydro energy storage

机译:包含抽水蓄能的太阳能-风-水-火热发电系统的多区域动态经济调度

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yThis paper suggests chaotic fast convergence evolutionary programming (CFCEP) for solving multi-region dynamic economic dispatch (MRDED) problem, multi-region economic dispatch (MRED) problem and economic dispatch (ED) problem. MRDED problem is based on multi-reservoir cascaded hydro plant with time delay, thermal plants with nonsmooth fuel cost function, wind and solar power units with uncertainty and pumped hydro energy storage. MRED problem deals with tie line constraints, transmission losses, valve point effect and proscribed workable area of thermal generators. ED problem deals with valve point effect, proscribed workable area and ramp rate limits of thermal generators. In the recommended technique, chaotic sequences have been pertained for acquiring the dynamic scaling factor setting in fast convergence evolutionary programming (FCEP). The efficacy of the proposed technique has been verified on convoluted three-area system for MRDED problem, four-area system for MRED problem and 140-unit Korean system for ED problem. Test results acquired from the suggested CFCEP technique have been fit to that acquired from FCEP, differential evolution (DE) and particle swarm optimization (PSO). It has been observed from the comparison that the recommended CFCEP technique has the capability to bestow with better-quality solution.
机译:y本文提出了混沌快速收敛进化规划(CFCEP)来解决多区域动态经济调度(MRDED),多区域经济调度(MRED)和经济调度(ED)问题。 MRDED问题是基于具有延时的多水库级联水力发电厂,具有不平稳燃料成本函数的热力发电厂,具有不确定性的风能和太阳能发电装置以及抽水蓄能。 MRED问题涉及联络线约束,传输损耗,阀点效应和热力发电机的规定可工作区域。 ED问题涉及阀点效应,规定的可工作区域和热发生器的斜率限制。在推荐的技术中,混沌序列已被用于在快速收敛进化编程(FCEP)中获取动态缩放因子设置。所提出的技术的有效性已在用于MRDED问题的三区卷积系统,用于MRED问题的四区系统和用于ED问题的140单位韩国系统上得到了验证。从建议的CFCEP技术获得的测试结果已与从FCEP,差分进化(DE)和粒子群优化(PSO)获得的结果相符。从比较中可以看出,推荐的CFCEP技术具有赋予更好质量的解决方案的能力。

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