基于自主可控优化求解器的实时电力市场建模与实现

Xu Zhang, Bike Xue, Xinhong Shi, Ziheng Wang, Yuyao Feng
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引用次数: 0

摘要

实时电力市场的出清模型是一个典型的线性规划问题。在目前的现货市场试点地区,相关技术支持系统使用国外CPLEX、GUROBI等商业优化求解器作为实时电力市场建模和计算的工具。近年来,国内的线性规划优化求解器发展迅速。涌现了Cardinal Operations COPT、Alibaba MindOpt等优秀产品,实现了优化求解器的自主控制。本文分析比较了自主可控优化求解器与国外主流产品在参数设置、算法功能、函数接口功能、使用方式等方面的差异,建立了适用于多个求解器的统一建模接口,从而达到一次建模可调用不同求解器的效果。其次,根据实时电力市场的数学模型,基于统一的建模接口,实现了实时电力市场出清模型的建模与计算。最后,通过实时求解器的独立测试,验证了实时求解器和可控性在国外电力市场的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling and Implementation of Real-Time Power Market Based on Autonomous Controllable Optimization Solver
The clearing model of real-time power market is a typical linear programming problem. In the current spot market pilot areas, relevant technical support systems use foreign commercial optimization solvers such as CPLEX and GUROBI as tools for real-time power market modeling and calculation. In recent years, domestic optimization solvers have developed rapidly in linear programming. Excellent products such as Cardinal Operations COPT and Alibaba MindOpt have emerged, realizing the independent control of optimization solvers. This paper analyzes and compares the differences between the autonomous controllable optimization solver and foreign mainstream products in parameter setting, algorithm function, function interface function and use mode, and establishes a unified modeling interface suitable for multiple solvers, so as to achieve the effect that different solvers can be called at one modeling. Secondly, according to the mathematical model of real-time power market, the modeling and calculation of real-time power market clearing model are realized based on the unified modeling interface. Finally, the application of real-time solver and controllability in foreign power market is verified by the independent test of real-time solver.
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