电力系统自动化2011，Vol.35Issue(9)：30-35,6.
一种适用于非侵入式负荷监测的暂态事件检测算法
Transient Event Detection Algorithm for Non-intrusive Load Monitoring
摘要
Abstract
Non-intrusive load monitoring (NILM) is one of the most promising technologies for load monitoring. Different classes of loads have unique observable transient profiles during the turn on/off process. With these transient profiles, NILM will be able to overcome the limitations of the algorithm in identifying the operation of the loads with the steady state load information, realizing decomposition and analysis of the cluster loads in the entire substation or a building. NILM should be able to capture the transients automatically and trigger the related program to save the transient data for further analysis. A novel sliding window version two-sided cumulative sum (CUSUM) algorithm is proposed for detecting the transients. Simulation results show the feasibility of the algorithm proposed.关键词
非侵入式负荷监测/暂态事件检测/双边累积和/负荷辨识Key words
non-intrusive load monitoring/ transient event detection/ two-sided cumulative sum/ load identification引用本文复制引用
牛卢璐,贾宏杰..一种适用于非侵入式负荷监测的暂态事件检测算法[J].电力系统自动化,2011,35(9):30-35,6.基金项目
国家重点基础研究发展计划(973计划)资助项目(2010CB234600) （973计划）
天津市科技发展计划项目(09JCZDJC25000) （09JCZDJC25000）
博士学科点专项科研基金资助项目(20090032110064). （20090032110064）
