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Stealing and leakage of electricity has always been challenging power supply enterprises. Detecting abnormal electricity consumption behavior provides a new way by conducting data mining on the information system. This paper systematically studies the power-consumption data, analyzes the characteristics of the behavior of the power-stealing users, and constructs a working process to detect abnormal electricity consumption. This study of the abnormal electricity consumption detection systemdoi:10.12783/dteees/icepe2017/11861 fatcat:gukpkevdgfdvljkxqpognhzxum