Highway Load Forecasting Method Based on BP Neural Network and Monte Carlo Simulation

Author:

Zhu Yuchen1,Li Shuaibing1,Song Yufeng2,Kang Yongqiang2

Affiliation:

1. Lanzhou Jiaotong University,School of New Energy and Power Engineering,Lanzhou,China,730070

2. Lanzhou Jiaotong University,School of Automation and Electrical Engineering,Lanzhou,China,730070

Publisher

IEEE

Reference16 articles.

1. Electric vehicle charging load prediction based on multi-source information fusion and its impact on distribution network[J];lidan;Power Automation Equipment,2018

2. Electric vehicle charging load prediction model and V2G assessment based on travel simulation[J];hanyu;Power System Automation,2019

3. A prediction model for electric vehicle charging demand based on dynamic traffic information and its impact on distribution network[J];lei;Power Grid and Clean Energy,2020

4. Prediction of spatiotemporal distribution of electric vehicle charging load considering vehicle road station network integration[J];zhiqiang;Power System Automation,2022

5. Prediction of spatiotemporal distribution of electric vehicle charging load based on dynamic traffic information[J];xiaohui;Power system protection and control,2020

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