一种解决配电网重构降损问题的有效编码

E. M. C. Franco, R. Romero, A. P. Feltrin
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引用次数: 7

摘要

进化算法已被用于解决配电网重构降损问题,并取得了一定的成功。但是有些问题,特别是与能够表示和处理复杂的多约束和组合问题的编码相关的问题,例如这个问题,已经阻止了这些算法的全部潜力的使用,以较少的计算努力为大型系统找到高质量的解决方案。本文提出了一种解决这一问题的方法,通过一种新的编码和一种有效的方法来实现重组算子,以保证在任何时候都能产生新的径向拓扑。给出了该算法并在实际配电系统中进行了测试,结果表明该算法具有良好的计算效率。
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An efficient codification to solve distribution network reconfiguration for loss reduction problem
Evolutionary algorithms have been used to try to solve distribution network reconfiguration for loss reduction problem with a certain degree of success. But some problems, specially related to a codification that is able to represent and work with a complex multiconstraint and combinatorial problem such as this one, have prevented the use of the full potential of these algorithms to find quality solutions for large systems with minor computational effort. This paper proposes a solution to this problem, with a new codification and using an efficient way for implementing the operator of recombination to guaranty, at all times, the production of new radial topologies. The algorithm is presented and tested in a real distribution system, showing excellent results and computational efficiency.
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