Concepedia

Data-driven State Of Charge Estimation

Data-Driven State of Charge Estimation is a state of charge estimation method that relies on empirical data and statistical learning techniques rather than explicit electrochemical or physical models to infer the charge level of a battery.

147

Publications

10.5K

Citations

593

Authors

201

Institutions

Publications per year

2017–2026

130

Parents

Publications

147

Methods for state-of-charge determination and their applications

S. Piller, Marion Perrin, Andreas Jossen · Journal of Power Sources · 2001 · 1.1K citations

, , +11

Machine Learning Applied to Electrified Vehicle Battery State of Charge and State of Health Estimation: State-of-the-Art

Carlos Vidal, Pawel Malysz, Phillip J. Kollmeyer et al. · IEEE Access · 2020 · 476 citations · Full text

, , +17

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

Zhongwei Deng, Xianke Lin, Yunhong Che et al. · Energy · 2020 · 409 citations

, , +17

Data-driven state of charge estimation of lithium-ion batteries: Algorithms, implementation factors, limitations and future trends

Molla Shahadat Hossain Lipu, M. A. Hannan, Aini Hussain et al. · Journal of Cleaner Production · 2020 · 366 citations

, , +17

A data-driven based adaptive state of charge estimator of lithium-ion polymer battery used in electric vehicles

Rui Xiong, Fengchun Sun, Xianzhi Gong et al. · Applied Energy · 2013 · 229 citations

, , +16

1–5 of 147

Authors

593

  1. FS
    Fengchun Sun

    Beijing Institute of Technology, China

    6 publications · 905 citations

    6

    h-index

  2. RX
    Rui Xiong

    Beijing Institute of Technology, China

    5 publications · 877 citations

    5

    h-index

  3. ZD
    Zhongwei Deng

    Chongqing University, China

    4 publications · 847 citations

    4

    h-index

  4. JK
    Jonghoon Kim

    Chungnam National University, South Korea

    4 publications · 107 citations

    4

    h-index

  5. MS
    Molla Shahadat Hossain Lipu

    National University of Malaysia, Malaysia

    3 publications · 473 citations

    3

    h-index

1–5 of 593

Institutions

201

  1. Xi'an Jiaotong University

    Xi'an, China

    9 h-index

    30 publications

    2.5K citations

  2. Beijing Institute of Technology

    Beijing, China

    8 h-index

    22 publications

    3.3K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    31 publications

    3.7K citations

  4. Chongqing University

    Chongqing, China

    4 h-index

    12 publications

    2.3K citations

  5. Southeast University

    Nanjing, China

    4 h-index

    8 publications

    384 citations

  6. Hefei University of Technology

    Hefei, China

    4 h-index

    15 publications

    1.1K citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    11 publications

    1.4K citations

  8. Politecnico di Milano

    Milan, Italy

    3 h-index

    10 publications

    358 citations

1–8 of 201

Venues

  1. Energy

    20 publications · 2K citations

    17

    h-index

  2. Journal of Energy Storage

    19 publications · 673 citations

    16

    h-index

  3. Journal of Power Sources

    13 publications · 1.8K citations

    11

    h-index

  4. Energies

    9 publications · 322 citations

    9

    h-index

  5. Applied Energy

    6 publications · 739 citations

    6

    h-index

1–5