Fuzzy constraint enforcement and control action curtailment in an optimal power flow

W.-H. Edwin Liu, X. Guan
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引用次数: 44

Abstract

Conventional power system optimal power flow (OPF) solutions utilize standard optimization techniques. These techniques limit the practical value and scope of OPF applications. Realistic OPF solutions require special attention to the constraint enforcement and control action curtailment. From a practical point of view, an OPF does not need to find a rigid minimum solution. Certain trade-offs among: (1) minimizing the objective function; (2) satisfying constraints; and (3) moving control variables would be desirable. In this paper, a fuzzy set method is applied to the OPF problem to model these considerations. The method has been implemented in a successive linear programming OPF software package. Test results based on the PG&E network are promising.
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最优潮流中的模糊约束执行与控制动作缩减
传统的电力系统最优潮流(OPF)解决方案采用标准的优化技术。这些技术限制了OPF应用的实际价值和范围。现实的OPF解决方案需要特别注意约束的执行和控制动作的缩减。从实际的角度来看,OPF不需要找到刚性最小解。(1)最小化目标函数;(2)满足约束条件;(3)移动控制变量是可取的。本文将模糊集方法应用于OPF问题,对这些考虑因素进行建模。该方法已在连续线性规划OPF软件包中实现。基于PG&E网络的测试结果令人满意。
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Development of the Intercontrol Center Communications Protocol (ICCP) [power system control] Hydropower generation management under uncertainty via scenario analysis and parallel computation Optimal fuzzy inference for short-term load forecasting Long-term/mid-term resource optimization of a hydro-dominant power system using interior point method The design of next generation SCADA systems
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