Fast Tuning-Free Distributed Algorithm for Solving the Network-Constrained Economic Dispatch.
IEEE Trans. Smart Grid, January, 2024
Reinforcement Learning Based Bidding Framework with High-dimensional Bids in Power Markets.
CoRR, 2024
Misaka: Interactive Swarm Testbed for Smart Grid Distributed Algorithm Test and Evaluation.
CoRR, 2024
Network-Constrained Unit Commitment with Flexible Temporal Resolution.
CoRR, 2024
Life cycle economic viability analysis of battery storage in electricity market.
CoRR, 2023
Real-time scheduling of renewable power systems through planning-based reinforcement learning.
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CoRR, 2023
Look-Ahead AC Optimal Power Flow: A Model-Informed Reinforcement Learning Approach.
CoRR, 2023
Non-Iterative Solution for Coordinated Optimal Dispatch via Equivalent Projection-Part II: Method and Applications.
CoRR, 2023
Non-Iterative Solution for Coordinated Optimal Dispatch via Equivalent Projection-Part I: Theory.
CoRR, 2023
Low-Carbon Economic Dispatch of Bulk Power Systems Using Nash Bargaining Game.
CoRR, 2023
A Projection-Based Approach for Distributed Energy Resources Aggregation.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
Transmission Congestion Management with Generalized Generation Shift Distribution Factors.
CoRR, 2022
Improving Sample Efficiency of Deep Learning Models in Electricity Market.
CoRR, 2022
Evaluation of Look-ahead Economic Dispatch Using Reinforcement Learning.
CoRR, 2022
Real-Time Distributed Economic Dispatch Adapted to General Convex Cost Functions: A Secant Approximation-Based Method.
IEEE Trans. Smart Grid, 2021
Constructing Demand-Side Bidding Curves Based on a Decoupled Full-Cycle Process.
IEEE Trans. Smart Grid, 2021
Open-Access Data and Toolbox for Tracking COVID-19 Impact on Power Systems.
CoRR, 2021
Estimating Demand Flexibility Using Siamese LSTM Neural Networks.
CoRR, 2021
Short-Term Electricity Price Forecasting based on Graph Convolution Network and Attention Mechanism.
CoRR, 2021
A Block-of-Use Electricity Retail Pricing Approach Based on the Customer Load Profile.
IEEE Trans. Smart Grid, 2020
Review of Learning-Assisted Power System Optimization.
CoRR, 2020
A Cross-Domain Approach to Analyzing the Short-Run Impact of COVID-19 on the U.S. Electricity Sector.
CoRR, 2020
On Assessment of the Scenario Clustering in Stochastic Bidding: A Full-Cycle Perspective.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020
Integrating Heterogeneous Demand Response into N-1 Security Assessment by Multi-Parametric Programming.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020
Exploring Key Weather Factors From Analytical Modeling Toward Improved Solar Power Forecasting.
IEEE Trans. Smart Grid, 2019
Reliability Value of Distributed Solar+Storage Systems Amidst Rare Weather Events.
IEEE Trans. Smart Grid, 2019
Optimal Planning Strategy for Distributed Energy Resources Considering Structural Transmission Cost Allocation.
IEEE Trans. Smart Grid, 2018
Nonintrusive Load Monitoring Based on Deep Learning.
Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 2018
Multi-stage coupon incentive-based demand response in two-settlement electricity markets.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015
A homogenized-overload model applied for infeasible security-constrained unit commitment (SCUC) problem.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015