A novel CUSUM-based approach for event detection in smart metering

摘要：

　　Non-intrusive load monitoring(NILM)plays such a significant role in raising consumer awareness on household electricity use to reduce overall energy consumption in the society.With regard to monitoring low power load,many researchers have introduced CUSUM into the NILM system,since the traditional event detection method is not as effective as expected.Due to the fact that the original CUSUM faces limitations given the small shift is below threshold,we therefore improve the test statistic which allows permissible deviation to gradually rise as the data size increases.This paper proposes a novel event detection and corresponding criterion that could be used in NILM systems to recognize transient states and to help the labelling task.Its performance has been tested in a real scenario where eight different appliances are connected to main line of electric power.

作者: Zhicheng Zhu Shuai Zhang Zhiqiang Wei Bo Yin Xianqing Huang

作者单位: College of Information Science and Engineering,Ocean University of China,Qingdao,China

会议类型: 国际会议

会议名称: 2017 International Symposium on Application of Materials Science and Energy Materials (SAMSE 2017) (2017材料科学应用与能源材料国际研讨会)

会议地点: 上海

会议语种:英文

页码: 1-6

在线出版日期: 2017-12-28（万方平台首次上网日期，不代表论文的发表时间）