遗传算法和地理信息系统增强了大链路结构化配电系统的长期规划

M. Skok, D. Skrlec, S. Krajcar
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引用次数: 21

摘要

为了提高配电网的可维护性,本文提出了基于遗传算法和地理信息系统的配电网规划方法。所有实际问题,如成本参数(投资、线路损耗、维护)、技术限制(电压降、热极限、可靠性)以及物理路由限制(障碍物、高成本通道、现有线路段)都要考虑在内。讨论了模糊集概念和情景表示(期货树)对不确定性的建模,以及多准则风险分析范式指导下的决策。通过分析该方法在克罗地亚公用事业实际案例中的应用,讨论了该方法的优点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Genetic algorithm and GIS enhanced long term planning of large link structured distribution systems
In order to enhance the serviceability in the distribution system genetic algorithm and GIS based method is proposed in this article for planning the link distribution networks. All practical issues such as cost parameters (investments, line losses, maintenance), and technical constraints (voltage drop, thermal limit, reliability) as well as physical routing constraints (obstacles, high cost passages, existing line sections) are taken into consideration. Fuzzy set concept and scenario representation (tree of futures) to model uncertainties, as well as decision making guided by a paradigm of multi-criteria risk analysis are discussed. The merits of the approach are discussed by analyzing its application to a study case based on a real case in a Croatian utility.
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