基于改进DistFlow的混合整数二次规划法的径向配电网损耗最小DG优化配置

V. Pham, Duy Q. Do, Quyet D. Nguyen, Thu T.H. Nguyen
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引用次数: 1

摘要

本文研究了径向配电系统中分布式发电机组的最佳选址和机组规模问题。求最小的目标函数是配电网的实际损耗。所考虑的约束包括潮流方程、电压幅度边界、选择放置DG机组的母线数量、每个DG的有功功率限制和支路潮流限制。该优化公式是一个复杂的混合整数非线性规划(MINLP)模型。利用改进的DistFlow方法和实变量与二元变量乘积的精确线性化,将该MINLP模型转化为混合整数二次规划(MIQP)公式,可在GAMS软件下使用商用求解器CPLEX轻松求解。用有功功率和无功功率代替其与电压幅值之比作为状态变量的改进DistFlow是一个冷启动的线性支路潮流模型。以IEEE 33节点系统和实际配电网为例,利用该模型研究了DG机组对有功损耗和电压幅值的影响。计算结果表明,优化DG机组的位置和尺寸对降低径向配电系统的功率损耗和改善电压分布有重要作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal DG Placement for Power Loss Minimization in Radial Power Distribution Networks using Mixed-Integer Quadratic Programming Method based on Modified DistFlow
This paper aims at the optimal siting and sizing of distributed generation (DG) units in radial power distribution systems. The objective function to be minimized is real power losses of power distribution grids. The considered constraints encompass the power flow equations, voltage magnitude bounds, the number of buses selected to place DG units, active power limits of each DG and branch power flow confinements. This original optimization formulation is an intricate mixed-integer nonlinear programming (MINLP) model. This MINLP model is recast into mixed-integer quadratic programming (MIQP) formulation by exploiting the modified DistFlow method and exact linearization of the product of a real and binary variable, which can be easily solved with commercial solver CPLEX under GAMS software. The modified DistFlow in which the active and reactive powers are taken the place of their ratios to voltage magnitude as state variables is a cold-start linear branch power flow model. An IEEE 33-node system and a realistic distribution network are employed to study the effects of DG units on active power loss and voltage magnitudes using the proposed model. Calculated results reveal that optimally locating and sizing of DG units make a substantial contribution to decreasing power loss and improving the voltage profile in radial distribution systems.
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