In view of the long period and low accuracy of manual survey of community population,an evaluation method of population mobility based on electric power data is proposed. Firstly,the user' s historical load consumption data are obtained based on user profile,and the missing data completing and abnormal data processing are used to ensure the validity of load data. Then,the clustering method is used to mine the stable power consumption of residents in different scenarios. On this basis,load mutation criterion and population mobility criterion are defined to evaluate population mobility of residents. Finally, statistical method is employed to analyze the population mobility of the community. Taking the actual data of a residential area in Chengdu for example,the effectiveness of the proposed algorithm is verified
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刘 畅,滕予非,唐 伟,靳 旦,李赋兴.基于电力数据的居民人口流动情况评估[J].四川电力技术,2020,43(3):33-37. Liu Chang, Teng Yufei, Tang Wei, Jin Dan, Li Fuxin. Population Mobility Evaluation of Residents Based on Electric Power Data[J]. SICHUAN ELECTRIC POWER TECHNOLOGY,2020,43(3):33-37.