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Imperialist Competition Algorithm for Solving Non-convex Dynamic Economic Power Dispatch

机译:求解非凸动态经济权力调度的帝国主义竞争算法

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摘要

Dynamic economic dispatch (DED) aims to schedule the committed generating units\u27 output active power economically over a certain period of time, satisfying operating constraints and load demand in each interval. Valve-point effect, the ramp rate limits, prohibited operation zones (POZs), and transmission losses make the DED a complicated, non-linear constrained problem. Hence, in this paper, imperialist competitive algorithm (ICA) is proposed to solve such complicated problem. The feasibility of the proposed method is validated on five and ten units test system for a 24 h time interval. The results obtained by the ICA are compared with other techniques of the literature. These results substantiate the applicability of the proposed method for solving the constrained DED with non-smooth cost functions. Besides, to examine the applicability of the proposed ICA on large power systems, a test case with 54 units is studied. The results confirm the suitability of the ICA for large-scale DED problem.
机译:动态经济调度(DED)旨在在一定时期内经济地调度已承诺的发电机组的输出有功功率,以满足每个时间间隔内的运行约束和负荷需求。阀点效应,斜率限制,禁止的操作区域(POZ)和传输损耗使DED成为一个复杂的非线性约束问题。因此,本文提出了帝国主义竞争算法(ICA)来解决这一复杂问题。在24小时的时间间隔内,在五台和十台测试系统上验证了该方法的可行性。将ICA获得的结果与文献中的其他技术进行比较。这些结果证实了所提出方法用于求解具有非平滑成本函数的约束DED的适用性。此外,为了检验所提出的ICA在大型电力系统上的适用性,研究了一个具有54个单元的测试案例。结果证实了ICA对于大规模DED问题的适用性。

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