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Reinforcement learning-based real-time power management for hybrid energy storage system in the plug-in hybrid electric vehicle

  • Published:2018-02 Issue: Volume:211 Page:538-548
  • ISSN:0306-2619
  • Container-title:Applied Energy
  • language:en
  • Short-container-title:Applied Energy

Author:

Xiong Rui,Cao Jiayi,Yu Quanqing

Funder

National Natural Science Foundation of China

Beijing Nova Program

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction

Reference38 articles.

1. Opportunities and challenges for a sustainable energy future;Chu;Nature,2012

2. Impact of the electric vehicles on the air pollution from a highway;Ferrero;Appl Energy,2016

3. A double-scale, particle-filtering, energy state prediction algorithm for lithium-ion batteries;Xiong;IEEE Trans Indust Electron,2017

4. Online parameter identification of ultracapacitor models using the extended Kalman filter;Zhang;Energies,2014

5. Composite energy storage system involving battery and ultracapacitor with dynamic energy management in microgrid applications;Zhou;IEEE Trans Power Electron,2011

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