基于析取不等式的保护继电器协调的混合整数线性规划新公式

S. T. P. Srinivas, K. Shanti Swarup
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引用次数: 20

摘要

基于数值优化的定向过流继电器(DOCR)协调问题是近年来广泛研究的一个问题。在过去的文献中已经提出了许多基于线性(LP),非线性(NLP),混合整数非线性(MINLP),混合整数线性(MILP)和二次约束二次规划(QCQP)的公式。本文利用析取不等式提出了一种新的基于milp的公式。将原公式中存在的双线性项线性化,将非线性DOCR保护协调模型表示为MILP。每个双线性项中的一个变量在其区间内离散为固定的步长。将二元变量赋给每个离散区间后,得到的二元变量双线性项用析取不等式的形式表示。结果表明,与以往的MILP和MINLP配方相比,所提出的MILP配方获得了更好的最优解。用CPLEX求解器在GAMS封装中编写了MILP问题,并在标准3总线、9总线、15总线和30总线系统上进行了测试,结果令人满意。
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A New Mixed Integer Linear Programming Formulation for Protection Relay Coordination Using Disjunctive Inequalities
Numerical optimization-based solution to directional overcurrent relay (DOCR) coordination problem has been a widely addressed research problem in the recent past. Many linear (LP), nonlinear (NLP), mixed integer nonlinear (MINLP), mixed integer linear (MILP), and quadratically constrained quadratic programming (QCQP)-based formulations have been presented in the past literature. This paper proposes a new MILP-based formulation using disjunctive inequalities. The nonlinear DOCR protection coordination model is formulated as MILP by linearizing the bilinear terms existing in the original formulation. One of the variables in each bilinear term is discretized over its interval into a fixed number of steps. After assigning binary variables to each discrete interval, the resulting bilinear terms with binary variables are written in terms of disjunctive inequalities. The results have shown that the proposed MILP formulation fetch better optimal solutions compared with past MILP and MINLP formulations. The MILP problem is programmed in GAMS package with CPLEX solver and tested on standard 3 bus, 9 bus, 15 bus, and 30 bus systems and results are found to be satisfactory.
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