电力系统保护与控制Issue(6)：135-144,10.
卡尔曼滤波理论在电力系统中的应用综述
A survey on the application of Kalman filtering method in power system
摘要
Abstract
In the modern power system, its state parameters are often mixed with noise since the existing of output power of renewable energy, load changing and other stochastic processes. Therefore, taking the appropriate method is needed to extract the valid system state parameters from observed signal involving stochastic disturbance. An outline of Kalman filtering method is described and the basic process of Kalman filter is given;then Kalman filter and its extended form on the application of short-term load forecasting, dynamic state estimation, power quality analysis, relay protection, wind speed forecasting, motor state and parameters estimation are surveyed;finally, the relevant conclusions of Kalman filter in the application of power system are pointed out and its development trend is proposed.关键词
卡尔曼滤波/扩展卡尔曼滤波/无迹卡尔曼滤波/电力系统/风电场Key words
Kalman filter/extended Kalman filter/unscented Kalman filter/power system/wind farm分类
信息技术与安全科学引用本文复制引用
李江,王义伟,魏超,张鹏..卡尔曼滤波理论在电力系统中的应用综述[J].电力系统保护与控制,2014,(6):135-144,10.基金项目
国家自然科学基金资助项目(51307018) （51307018）
吉林省科技发展计划青年基金(201201108) （201201108）
国家留学基金委资助(201207790009) （201207790009）
东北电力大学优秀青年骨干教师资助项目This work is supported by National Natural Science Foundation of China (No.51307018) （No.51307018）
