Intelligent power monitoring systems for battery-powered electric vehicles

Yu Heng Lin, Dian Rong Li, Jhih Kai Chuang, Yih-Guang Leu

研究成果: 書貢獻/報告類型會議論文篇章

1 引文 斯高帕斯(Scopus)

摘要

An intelligent power monitoring system is studied and implemented in a two-wheeled battery-powered electric vehicle. The power monitoring system utilizes a neural network to estimate the state of charge for the battery-powered electric vehicle. The neural network is trained by the internal loss data of the battery of the vehicle in order to approximate its energy characteristic. The trained neural network is implemented on a tablet computer and provides the real time estimate of remainder energy which denotes the remainder distance. Some experiments are performed to verify the accuracy of the energy estimate for the two-wheeled battery-powered electric vehicle.

原文英語
主出版物標題2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
發行者Institute of Electrical and Electronics Engineers Inc.
頁面133-137
頁數5
ISBN(電子)9781467391047
DOIs
出版狀態已發佈 - 2015 九月 28
事件2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics - Yunnan, 中国
持續時間: 2015 八月 82015 八月 10

出版系列

名字2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics

其他

其他2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
國家/地區中国
城市Yunnan
期間2015/08/082015/08/10

ASJC Scopus subject areas

  • 電腦網路與通信
  • 人機介面
  • 計算機理論與數學
  • 控制與系統工程
  • 電腦視覺和模式識別
  • 電腦科學應用

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