电网技术2016，Vol.40Issue(11)：3482-3488,7.DOI:10.13335/j.1000-3673.pst.2016.11.030
模块化储能系统工况测试方法
Research of Duty Cycle Test Method for Module ESS
摘要
Abstract
ABSTRACT:Duty cycle is a charge/discharge profile representing demands associated with a specific application placed on a module energy storage system (ESS). Assessing applicability of module ESS with duty cycle hasattracted increasing attention in renewable energy. Duty cycle test curve of module ESS was constructed and analyzed in this paper. The construction included extracting common factors from module ESS operation data with factor analysis, clustering original fragments with K-means cluster analyzing common factors, constructing a typical duty cycle curves with representative testing fragments of each clusters data. Duty cycles of module ESS in scheduling output, output smoothness, combined scheduling and smoothness application, for example, were respectively constructed and analyzed. Results showed that combination of factor analysis and K-means clustering methods can effectively identify and quantify characteristic parameters of duty cycle test curve for assessing applicability of module ESS.关键词
模块化储能系统/工况测试曲线/因子分析/聚类分析Key words
module energy storage system/duty cycles test curve/factor analysis/cluster analysis分类
信息技术与安全科学引用本文复制引用
陈继忠,胡娟,武国良,侯朝勇,王坤洋,李又宁,苏涛,惠东..模块化储能系统工况测试方法[J].电网技术,2016,40(11):3482-3488,7.基金项目
国家自然科学基金项目(51377149)；国网公司科技项目“储能电池评价体系建立与检测标准研究”资助。Project Supported by National Natural Science Foundation of China(NSFC)(51377149) （51377149）
State Grid Corporation ofScience and Technology Projects （）
