采用基于化学反应的优化方法解决短期热液生成调度问题

Subhajit Roy, S. Rani, Kuntal Bhattacharjee, A. Bhattacharya
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引用次数: 4

摘要

提出了一种基于化学反应(CRO)的热液短期调度算法。由于使用了不同的非线性问题变量,热液系统非常复杂。该系统的主要目标是确定不同热液发电系统在一定时间间隔内的最佳小时发电计划,以使发电总成本最小。化学反应优化(Chemical Reaction Optimization, CRO)是指在化学反应中模拟封闭容器壁与一个分子(或多个分子)之间的相互碰撞或碰撞,以达到较低能量的稳定状态。为了验证CRO的有效性,对热液测试系统进行了测试,使其适合解决短期热液调度问题。结果证实,与所有现有的优化方法相比,该方法在效率和鲁棒性方面都优于所有优化方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Chemical reaction based optimization implemented to solve short-term hydrothermal generation scheduling problems
This paper presents a chemical reaction based (CRO) algorithm to solve the short-term hydrothermal scheduling (STHS) problem. Due to the use of different non-linear problem variables, the Hydrothermal System is very complicated. The main objective of the STHS is to determine the optimal hourly schedule of power generation for different hydrothermal power system for certain intervals of time to minimize the total cost of power generations. Chemical Reaction Optimization (CRO) imitates the inter-collision or the collision between a closed container's wall and a molecule (or more than one molecule) in terms of chemical reaction to reach a lower energy stable state. For verification the effectiveness of the CRO, a hydrothermal test system has been tested to make it fitting for solving short-term hydrothermal scheduling problem. Results confirm that the proposed approach is better than in all terms of efficiency and robustness compare to all existing optimization to solve STHS problems.
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