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Ruichao Zhou

Tianjin University

92, Weijin Road

Nankai District

Tianjin, 300072

China

  • Tianjin University

SCHOLARLY PAPERS

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Scholarly Papers (1)

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A Charging Demand Prediction Method for Individual Electric Vehicle Users Based on Dual-Layer Multisource Data Clustering and a Lightgbm

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Citation 1

A Charging Demand Prediction Method for Individual Electric Vehicle Users Based on Dual-Layer Multisource Data Clustering and a Lightgbm

Number of pages: 16 Posted: 15 Jun 2025
Yunfei Mu, Ruichao Zhou, Kangning Zhao, Hongjie Jia, Guoqiang Zu and Ye Yang
Tianjin University, Tianjin University, Tianjin University, Tianjin University - Department of Electrical Automation and Information Engineering, State Grid Tianjin Electric Power Company and affiliation not provided to SSRN
Downloads 38 (1,238,337)

Abstract:

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multisource data, dual-layer clustering, electric vehicle, individual user, charging demand prediction, LightGBM

A Charging Demand Prediction Method for Individual Electric Vehicle Users Based on Dual-Layer Multisource Data Clustering and a Lightgbm

Number of pages: 16 Posted: 18 Apr 2025
Yunfei Mu, Ruichao Zhou, Kangning Zhao, Ye Yang, Guoqiang Zu and Hongjie Jia
Tianjin University, Tianjin University, Tianjin University, affiliation not provided to SSRN, State Grid Tianjin Electric Power Company and Tianjin University - Department of Electrical Automation and Information Engineering
Downloads 33 (1,326,242)
Citation 1

Abstract:

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multisource data, dual-layer clustering, electric vehicle, individual user, charging demand prediction, LightGBM