化学反应优化在经济调度问题中的应用

Kuntal Bhattacharjee, A. Bhattacharya, S. Dey
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引用次数: 4

摘要

针对电力系统领域中涉及不同不等式约束的经济负荷调度问题,提出了一种有效的化学反应优化算法(CRO)。同时还考虑了禁止操作区域和匝道速率限制等复杂约束条件。在测试系统中还考虑了系统传输损耗。化学反应优化(CRO)是模拟化学反应中分子的相互作用,使其从高能量的不稳定状态达到低能的稳定状态。仿真结果表明,该方法在解的质量和计算效率方面优于现代现有的优化技术。结果还证明了所提出的方法在解决ELD问题方面的鲁棒性。
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 optimization applied in economic dispatch problems
This paper proposes an effective algorithm called chemical reaction optimization (CRO) in the field of power system to solve economic load dispatch (ELD) problems involving different equality and inequality constraints. Complex constraints like prohibited operating zone and ramp rate limit are also considered. System transmission loss has also been considered in the test system. Chemical Reaction Optimization (CRO) imitates the interaction of molecules in a chemical reaction to reach from a higher energy unstable state to a low energy stable state. Simulation results reveal that the proposed approach does better than modern existing optimization techniques in terms quality of solution obtained and computational efficiency. Results also establish the robustness of the proposed methodology to solve ELD problems.
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