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

  • 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

Selected Publications

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

  • Learning Optimal Power Flow with Infeasibility Awareness
    G. Huang, L. Liao, L. Cheng, and W. Hua
    International Conference on Machine Learning Workshop, 2021

  • Smart Grid Dispatch Powered by Deep Learning: A Survey
    G. Huang, F. Wu, and C. Guo
    Frontiers of Information Technology and Electronic Engineering, 2021

  • Serverless Distributed Learning for Smart Grid Analytics
    G. Huang, C. Wu, Y. Hu, and C. Guo
    Chinese Physics B, 2021

  • AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba
    N. Zhang, Q. Jia, S. Deng, X. Chen, H. Ye, H. Chen, H. Zhao, G. Huang, Z. Wang, N. Hua, and H. Chen
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 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

  • System Resilience Enhancement: Smart Grid and Beyond
    G. Huang, J. Wang, C. Chen, C. Guo, and B. Zhu
    Frontiers of Engineering Management, 2017

  • Frequency Dynamics Constrained Unit Commitment With Battery Energy Storage
    Y. Wen, W. Li, G. Huang, and X. Liu
    IEEE Transactions on Power Systems, 2016

  • Comprehensive Decoupled Risk-limiting Dispatch
    G. Huang, Y. Wen, Y. Bao, C. Guo, S. Ma, and Q. He
    IEEE Power and Energy Society General Meeting, 2015