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Guangchun (Grant) Ruan
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A cross-domain approach to analyzing the short-run impact of Covid-19 on the U.S. electricity sector
G Ruan, D Wu, X Zheng, H Zhong, C Kang, MA Dahleh, S Sivaranjani, ...
Joule 4 (11), 2322-2337, 2020
177*2020
Quantitative assessment of U.S. bulk power systems and market operations during the Covid-19 pandemic
G Ruan, J Wu, H Zhong, Q Xia, L Xie
Applied Energy 286, 116354, 2021
672021
Review of learning-assisted power system optimization
G Ruan, H Zhong, G Zhang, Y He, X Wang, T Pu
CSEE Journal of Power and Energy Systems 7 (2), 221-231, 2021
662021
Neural-network-based Lagrange multiplier selection for distributed demand response in smart grid
G Ruan, H Zhong, J Wang, Q Xia, C Kang
Applied Energy 264, 114636, 2020
572020
Strategic retail pricing and demand bidding of retailers in electricity market: A data-driven chance-constrained program
D Qiu, Z Dong, G Ruan, H Zhong, G Strbac, C Kang
Advances in Applied Energy 7, 100100, 2022
272022
Estimating demand flexibility using Siamese LSTM neural networks
G Ruan, DS Kirschen, H Zhong, Q Xia, C Kang
IEEE Transactions on Power Systems 37 (3), 2360-2370, 2022
232022
Hierarchical collaborative expansion planning for transmission and distribution networks considering transmission cost allocation
H Zhong, G Zhang, Z Tan, G Ruan, X Wang
Applied Energy 307, 118147, 2022
212022
Constructing demand-side bidding curves based on a decoupled full-cycle process
G Ruan, H Zhong, B Shan, X Tan
IEEE Transactions on Smart Grid 12 (1), 502-511, 2021
212021
Short-term electricity price forecasting based on graph convolution network and attention mechanism
Y Yang, Z Tan, H Yang, G Ruan, H Zhong
IET Renewable Power Generation 16 (12), 2481-2492, 2022
162022
Security pre-check method of bilateral trading adapted to independence of power exchange
Z Tan, G Ruan, H Zhong, Q Xia
Automation of Electric Power Systems 42 (10), 106-113, 2018
152018
Data-driven energy management of virtual power plants: A review
G Ruan, D Qiu, S Sivaranjani, ASA Awad, G Strbac
Advances in Applied Energy, 100170, 2024
142024
Data-driven aggregation of thermal dynamics within building virtual power plants
X Cui, S Liu, G Ruan, Y Wang
Applied Energy 353, 122126, 2024
102024
A two-level coordination strategy for distribution network balancing
X Cui, G Ruan, F Vallee, JF Toubeau, Y Wang
IEEE Transactions on Smart Grid 15 (1), 529-544, 2024
82024
Life cycle economic viability analysis of battery storage in electricity market
Y Yang, Y Ye, Z Cheng, G Ruan, Q Lu, X Wang, H Zhong
Journal of Energy Storage 70, 107800, 2023
82023
Embed neural network in optimization model: An application of demand response aggregation under information asymmetry
G Ruan, H Zhong, Q Xia, Q Huang, C Zhou
2019 IEEE PES General Meeting, 1-5, 2019
72019
Multi-objective sizing optimization method of microgrid considering cost and carbon emissions
X Zhu, G Ruan, H Geng, H Liu, M Bai, C Peng
IEEE Transactions on Industry Applications, 2024
62024
Adaptive look-ahead economic dispatch based on deep reinforcement learning
X Wang, H Zhong, G Zhang, G Ruan, Y He, Z Yu
Applied Energy 353, 122121, 2024
62024
Integrating heterogeneous demand response into N-1 security assessment by multi-parametric programming
G Ruan, H Zhong, Q Xia, C Kang, Q Wang, X Cao
2020 IEEE PES ISGT-North America, 1-5, 2020
62020
Centralized charging station planning for battery electric trucks considering the impacts on electricity distribution systems
B Li, D Jing, H Zhong, G He, Z Ma, G Ruan, M Chen, DM Kammen
Energy Reports 9, 346-357, 2023
52023
Improving sample efficiency of deep learning models in electricity market
G Ruan, J Wang, H Zhong, Q Xia, C Kang
IEEE Transactions on Power Systems 38 (5), 4761-4773, 2023
52023
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