Research

Selected Grants

  • Knowledge and Data Driven Dispatch for Smart Grid Resilience Enhancement
    PI, National Natural Science Foundation of China

  • Knowledge and Data Driven Dispatch for Energy Internet Resilience Enhancement
    PI, Zhejiang Provincial Natural Science Foundation of China

  • Federated Economic Dispatch for Smart Energy Systems
    PI, Zhejiang Lab's Talent Fund for Young Professionals

  • Large-Scale Multisource Data Oriented Distributed Machine Learning Computing Engine
    Co-PI, Key Program of National Natural Science Foundation of China

  • Open Source Testing Platform for Artificial Intelligence Operating System
    Co-PI, Ministry of Industry and Information Technology of China

Selected Publications

  • Physics-Informed Time-Aware Neural Networks for Industrial Nonintrusive Load Monitoring
    G. Huang*, Z. Zhou, F. Wu, and W. Hua
    IEEE Transactions on Industrial Informatics, 2022

  • OPUPO: Defending Against Membership Inference Attacks With Order-Preserving and Utility-Preserving Obfuscation
    Y. Liu, H. Li, G. Huang*, and W. Hua
    IEEE Transactions on Dependable and Secure Computing, 2022

  • Cascading Imbalance in Coupled Gas-Electric Energy Systems
    G. Huang*, J. Wang, C. Wang, and C. Guo
    Energy, 2021

  • Cyber-Constrained Optimal Power Flow Model for Smart Grid Resilience Enhancement
    G. Huang*, J. Wang, C. Chen, and C. Guo
    IEEE Transactions on Smart Grid, 2019

  • Integration of Preventive and Emergency Responses for Power Grid Resilience Enhancement
    G. Huang*, J. Wang, C. Chen, J. Qi, and C. Guo
    IEEE Transactions on Power Systems, 2017