Study on power consumption load forecast based on K-means clustering and FCM–BP model

Study on power consumption load forecast based on K-means clustering and FCM–BP model

With the development of smart power distribution networks, the demand of smart grid user-side management is increasingly urgent. To improve the accuracy of short-term electric load forecasting for individual users, this study proposes a short-term power load forecasting model based on K-means and FC...

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Bibliographic Details
Main Authors: Haihong Bian, Yiqun Zhong, Jianshuo Sun, Fangchu Shi
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:Energy Reports
Subjects:
Clustering
Electricity consumption behavior
Fuzzy C mean clustering
FCM–BP
Load forecasting
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484720315730

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http://www.sciencedirect.com/science/article/pii/S2352484720315730

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