The Selection of Locations and Sizes of Battery Storage Systems Using the Principle Component Analysis and Center-of-Inertia
作者： S. A. Saleh , R. J. Meng , Z. G. Sanchez , O. A. Betancourt , E. Ozkop
关键词: Topology 、 Center (category theory) 、 Sensitivity (control systems) 、 Mathematics 、 Stability (probability) 、 Type (model theory) 、 Principal component analysis 、 Electric power system 、 Transient (oscillation) 、 Inertia
摘要: This paper presents a method for selecting locations and sizes of battery storage systems in power with distributed generation. The presented is based on determining the coherency index $(\mathcal{C})$ each bus to quantify its contribution frequency equivalent center-of-inertia (COI) during post transient event. Once $\mathcal{C}$ determined bus, principle component analysis (PCA) used identify buses consistent low values . Such are identified as systems. In addition, lowest contributions COI frequency, determine adequate be connected at these buses. performance (PCA-COI) evaluated Barbados system under different events. Performance results show that (selected using proposed method) can effectively improve stability minor sensitivity levels generation, loading levels, and/or type or location
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