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Chemical reaction optimization applied in economic dispatch problems

机译:化学反应优化在经济调度中的应用

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摘要

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.
机译:本文提出了一种在电力系统领域中称为化学反应优化(CRO)的有效算法,以解决涉及不同平等和不平等约束的经济负荷分配(ELD)问题。还考虑了复杂的约束条件,例如禁止的操作区域和斜坡速率限制。测试系统中还考虑了系统传输损耗。化学反应优化(CRO)模拟了化学反应中分子的相互作用,从而从较高的能量不稳定状态变为较低的能量稳定状态。仿真结果表明,所提出的方法在解决方案质量和计算效率方面都优于现代现有的优化技术。结果还建立了所提出方法解决ELD问题的鲁棒性。

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