Deep learning networks for capacity estimation for monitoring SOH of Li‐ion batteries for electric vehicles

Author:

Kaur Kirandeep1,Garg Akhil2,Cui Xujian3ORCID,Singh Surinder14ORCID,Panigrahi Bijaya Ketan2

Affiliation:

1. Department of Electrical Engineering Indian Institute of Technology Ropar India

2. Centre for Automotive Research and Tribology Indian Institute of Technology Delhi New Delhi India

3. Department of Mechatronics Engineering Shantou University Shantou China

4. Department of Mining, Metallurgy and Materials Engineering, Faculty of Science and Engineering Laval University Quebec Canada

Publisher

Wiley

Subject

Energy Engineering and Power Technology,Fuel Technology,Nuclear Energy and Engineering,Renewable Energy, Sustainability and the Environment

Reference42 articles.

1. Environmental and Energy Study InstituteTransportation 2050: More EVs but Conventional Vehicles Will Still Dominate| Article. 2018.https://www.eesi.org/articles/view/transportation-2050-more-evs-but-conventional-vehicles-will-still-dominate. Accessed June 18 2020.

2. An analysis on competitive strategies of electric vehicles in Japan and China;Alam CM;J Law Polit Sci,2019

3. Thomson Reuters. Will electric vehicles really create a cleaner planet?; 2019.https://www.thomsonreuters.com/en/reports/electric-vehicles.html. Accessed June 18 2020.

4. Significant role of oxygen redox reaction with O2-release in Li-excess cation-disordered rock-salt cathodes Li2+2Mn1−Ti1−O4: First-principles calculations

5. A Review of State of Health Estimation of Energy Storage Systems: Challenges and Possible Solutions for Futuristic Applications of Li-Ion Battery Packs in Electric Vehicles

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