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A Modified Differential Evolution approach to emission constrained thermal unit commitment problem

机译:发射约束热单元承诺问题的修改差分进化方法

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Unit commitment problem (UCP) is complicated non-linear optimization strategy for the scheduling of power generating units. The emission constrained unit commitment problem (ECUCP) is used to acquire the switching status of generating units by incorporating different equality and inequality system constraints. The equality and inequality constraints are power generating limit; maximum allowable emissions limit of the generating units; minimum up/down duration and as well as spinning reserve constraints of the generating units. In this research; Modified Differential Evolution (MODE) optimization techniques have been implemented for solving the emission constrained unit commitment problem (ECUCP). Modified Differential Evolution (MODE) is an evolutionary algorithm in which initial population of the feasible appellant is created randomly. MODE has three operators for searching the global best solution i.e. modified Gaussian mutation; crossover and selection. The result of emission constrained unit commitment problem (ECUCP) has validated on IEEE 30 bus 6 generating unit systems and numerical solution has proved MODE as efficient optimization technique.
机译:单位承诺问题(UCP)是用于发电单元的调度的复杂的非线性优化策略。排放约束单位承诺问题(ECUCP)用于通过合并不同的平等和不等式系统限制来获取生成单元的切换状态。平等和不等式约束是发电限制;发电机单元的最大允许排放限制;最小上/下持续时间以及发电机单元的旋转储备约束。在这项研究中;已经实施了修改的差分演化(模式)优化技术,用于解决排放约束单位承诺问题(ECUCP)。修改的差分演进(模式)是一种进化算法,其中随机地创建了可行的上诉人的初始群体。模式有三个操作员,用于搜索全球最佳解决方案,即改进的高斯突变;交叉和选择。发射约束单位承诺问题(ECUCP)的结果验证了IEEE 30总线6生成单元系统,数值解决方案已证明模式为高效的优化技术。

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