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A generic modeling and development approach for WECC composite load model

机译:WECC复合负荷模型的通用建模与开发方法

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The composite load model (CLM) proposed by the Western Electricity Coordinating Council (WECC) is gaining increasing traction in industry, particularly in North America. At the same time, it has been recognized that further improvements in structure, initialization and aggregation methods are needed to enhance model accuracy and flexibility. However, the lack of a generic modeling and open-source implementation of the WECC CLM has become a roadblock for many researchers for further improvement. To bridge this gap, this paper presents a generic CLM modeling approach and the first open reference implementation of the WECC CLM. Individual load components and the CLM are first developed and tested in MATLAB, then translated to the high-performance computing (HPC) based, parallel simulation framework - GridPACK (TM). The main contributions of the paper include: (1) presenting important yet undocumented details of modeling and initializing the CLM, particularly for a parallel simulation framework like GridPACK (TM); (2) implementation details of the load components such as the single-phase air conditioner motor; (3) an improved initialization method; (4) implementing the CLM in a modular and extensible manner. The implementation has been tested at both the component and system levels, and benchmarked against commercial simulation programs with satisfactory accuracy.
机译:西方电力协调委员会(WECC)提出的复合负荷模型(CLM)正在增加工业的牵引力,特别是在北美。同时,已经认识到,需要进一步改进结构,初始化和聚合方法来提高模型精度和灵活性。然而,缺乏WECC CLM的通用建模和开源实现已成为许多研究人员的障碍,以进一步改进。为了弥合这一差距,本文提出了一种通用CLM建模方法,以及WECC CLM的第一个开放式参考实现。单个负载组件和CLM首先在MATLAB中开发和测试,然后转换为基于高性能计算(HPC)并行仿真框架 - Gridpack(TM)。本文的主要贡献包括:(1)提出了建模和初始化CLM的重要尚未证明的细节,特别是对于像网格(TM)等平行仿真框架; (2)单相空调电机等负载部件的实施细节; (3)改进的初始化方法; (4)以模块化和可伸缩的方式实施CLM。在组件和系统级别中测试了该实施,并以满意的精度为商业仿真程序基准测试。

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