Study on Classification of Electricity Consumption Behavior of Power Users Based on ACO-ELM

• Published in: 2019 11th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC) Vol. 1; pp. 72 - 75
• Main Authors: zhai, guangxin, Chunguang, He, Hua, Shao, Jiakun, An, Jinglin, Han, Shiyao, Hu, Pengfei, Sun
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.08.2019
• Subjects: ant colony optimization; big data; extreme learning machine; user electricity behavior

Aiming at the classification problem of power users' behavior under the background of big data, a classification method of power users' behavior based on ant colony optimize extreme learning machine (ACO-ELM) was proposed. First, the problem of optimizing the initial input weight and hidde...