Concepedia

Predictive Energy Management

Predictive Energy Management is a control strategy within energy management systems that distinguishes itself by utilizing forecasted information—such as future driving conditions, load demands, or energy prices—to optimize energy distribution and consumption in real-time, thereby enhancing fuel economy through proactive decision-making.

385

Publications

23.6K

Citations

1.3K

Authors

464

Institutions

Publications per year

2017–2026

291

Parents

Publications

385

Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles

Chao Sun, Scott Moura, Fengchun Sun · IEEE Transactions on Control Systems Technology · 2014 · 501 citations

, , +16

A Two-Layer Energy Management System for Microgrids With Hybrid Energy Storage Considering Degradation Costs

Chengquan Ju, Peng Wang, L. Goel et al. · IEEE Transactions on Smart Grid · 2017 · 487 citations

, , +16

Cost-Optimal Energy Management of Hybrid Electric Vehicles Using Fuel Cell/Battery Health-Aware Predictive Control

Changfu Zou, Xiaolin Tang, Teng Liu et al. · IEEE Transactions on Power Electronics · 2019 · 407 citations · Full text

, , +16

Reinforcement Learning Optimized Look-Ahead Energy Management of a Parallel Hybrid Electric Vehicle

Teng Liu, Shengbo Eben Li, Dongpu Cao · IEEE/ASME Transactions on Mechatronics · 2017 · 395 citations · Full text

, , +16

Optimal energy management strategies for energy Internet via deep reinforcement learning approach

Haochen Hua, Yuchao Qin, Chuantong Hao et al. · Applied Energy · 2019 · 329 citations

, , +15

1–5 of 385

Authors

1.3K

  1. HH
    Hongwen He

    Beijing Institute of Technology, China

    26 publications · 2.1K citations

    23

    h-index

  2. ML
    Menglin Li

    Beijing Institute of Technology, China

    9 publications · 409 citations

    9

    h-index

  3. CH
    Christoph Hametner

    TU Wien, Austria

    7 publications · 324 citations

    7

    h-index

  4. AF
    Alessandro Ferrara

    TU Wien, Austria

    7 publications · 324 citations

    7

    h-index

  5. FS
    Fengchun Sun

    Beijing Institute of Technology, China

    7 publications · 1.1K citations

    7

    h-index

1–5 of 1.3K

Institutions

464

  1. Beijing Institute of Technology

    Beijing, China

    35 h-index

    141 publications

    12.9K citations

  2. Chongqing University

    Chongqing, China

    15 h-index

    36 publications

    4.1K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    14 h-index

    49 publications

    3.4K citations

  4. Aalborg University

    Aalborg, Denmark

    10 h-index

    27 publications

    1.9K citations

  5. TU Wien

    Vienna, Austria

    9 h-index

    28 publications

    1.1K citations

  6. Tsinghua University

    Beijing, China

    9 h-index

    21 publications

    2.7K citations

  7. Jilin University

    Changchun, China

    9 h-index

    32 publications

    2.2K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    8 h-index

    16 publications

    1.3K citations

1–8 of 464

Venues

  1. Energy

    39 publications · 2.8K citations

    31

    h-index

  2. Applied Energy

    34 publications · 3.1K citations

    27

    h-index

  3. Energy Conversion and Management

    18 publications · 1.8K citations

    18

    h-index

  4. Energies

    16 publications · 448 citations

    14

    h-index

  5. IEEE Transactions on Vehicular Technology

    14 publications · 889 citations

    13

    h-index

1–5