Publications

For a complete list, see Google Scholar.

Journal Papers

2026

  1. Aligning quantum kernels for detecting false data injection attacks in power systems
    Bin Huang, Jianhui Wang, and Xiaoge Huang
    Applied Energy, 2026
  2. Quantum Policy Learning for Energy Storage Arbitrage
    Bin Huang, Tianqiao Zhao, Meng Yue, and 2 more authors
    IEEE Transactions on Smart Grid, 2026
    DOI

2025

  1. Advancing energy system optimization via data-centric task-oriented forecasting: An application in PV-battery operation
    Xiaoge Huang, Tianqiao Zhao, Bin Huang, and 2 more authors
    Applied Energy, 2025

2024

  1. Bi-Level Adaptive Storage Expansion Strategy for Microgrids Using Deep Reinforcement Learning
    Bin Huang, Tianqiao Zhao, Meng Yue, and 1 more author
    IEEE Transactions on Smart Grid, 2024
    DOI
  2. Probabilistic load forecasting for integrated energy systems using attentive quantile regression temporal convolutional network
    Han Guo, Bin Huang, and Jianhui Wang
    Advances in Applied Energy, 2024
  3. Adaptive Static Equivalences for Active Distribution Networks With Massive Renewable Energy Integration: A Distributed Deep Reinforcement Learning Approach
    Bin Huang and Jianhui Wang
    IEEE Transactions on Network Science and Engineering, 2024
    DOI

2023

  1. Applications of Physics-Informed Neural Networks in Power Systems - A Review
    Bin Huang and Jianhui Wang
    IEEE Transactions on Power Systems, 2023
    DOI
  2. Quantum and Classical Learning Algorithms for Grid Integration of Energy Storage and Renewables: Operation, Modelling, and Planning
    Bin Huang
    2023

2021

  1. Deep-Reinforcement-Learning-Based Capacity Scheduling for PV-Battery Storage System
    Bin Huang and Jianhui Wang
    IEEE Transactions on Smart Grid, 2021
    DOI

2020

  1. Probabilistic active distribution network equivalence with correlated uncertain injections for grid analysis
    Bin Huang, Zhigang Li, Jiehui Zheng, and 1 more author
    IET Renewable Power Generation, 2020

2018

  1. A modified ward equivalent based on sensitivity matrices for static security analysis
    Bin Huang, Pai Li, JH Zheng, and 1 more author
    IEEJ Transactions on Electrical and Electronic Engineering, 2018

Conference Papers

2024

  1. Evidential Reasoning for Enhanced Node Selection in Power Network Reduction: a Complex Network Perspective
    Bin Huang, Jiayong Li, Han Guo, and 1 more author
    In 2024 IEEE Power & Energy Society General Meeting (PESGM), 2024
    DOI

2019

  1. Electrical network equivalent modeling method with boundary buses interconnected
    Bin Huang, XY Shang, JH Zheng, and 3 more authors
    In 2019 IEEE PES GTD Grand International Conference and Exposition Asia (GTD Asia), 2019

2018

  1. An equivalent modeling method for multi-port area load based on the extended generalized ZIP load model
    Yuan Ji, Xi Zhang, Xiangdong Wang, and 4 more authors
    In 2018 International Conference on Power System Technology (POWERCON), 2018