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
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