Yiyan Li
Works (9)
Updated: May 3rd, 2023 05:01
2023 journal article
A Secure and Adaptive Hierarchical Multi-Timescale Framework for Resilient Load Restoration Using a Community Microgrid
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 14(2), 1057–1075.
author keywords: Active distribution networks; community microgrids; hybrid PV systems; load restoration; high-impact low-frequency events; secure operation; uncertainty; resiliency
Sources: Web Of Science, ORCID
Added: March 2, 2023
2022 journal article
A Reinforcement-learning-based Bidding Strategy for Power Suppliers with Limited Information
JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 10(4), 1032–1039.
author keywords: Power market; bidding strategy; limited information; repeated game; continuous action reinforcement learning automata
ieeexplore.ieee.org (publisher PDF)
Source: Web Of Science
Added: September 6, 2022
2022 journal article
Bidding strategy of energy storage in imperfectly competitive flexible ramping market via system dynamics method
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 136.
author keywords: Bidding strategy; Energy storage; Flexible ramping product; Imperfect competition; System dynamics method
Source: Web Of Science
Added: November 23, 2021
2022 journal article
Deviation insurance for Risk-Averse wind power producers in the Nordic power market
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 134.
author keywords: Wind power deviation; Insurance; Risk management; Nordic power market
Source: Web Of Science
Added: September 27, 2021
2022 journal article
Machine learning analytics for virtual bidding in the electricity market
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 143.
author keywords: Virtual bidding; Markov decision process; Deep reinforcement learning; Conditional value at risk; Sharpe ratio
Source: Web Of Science
Added: August 15, 2022
2022 journal article
Optimal Incentive Strategy in Cloud-Edge Integrated Demand Response Framework for Residential Air Conditioning Loads
IEEE TRANSACTIONS ON CLOUD COMPUTING, 10(1), 31–42.
author keywords: Residential air conditioning loads; incentive-based demand response; reinforcement learning; cloud computing
Source: Web Of Science
Added: April 4, 2022
2022 journal article
ProfileSR-GAN: A GAN Based Super-Resolution Method for Generating High-Resolution Load Profiles
IEEE TRANSACTIONS ON SMART GRID, 13(4), 3278–3289.
author keywords: Generative adversarial networks; Superresolution; Load modeling; Generators; Meteorology; Fluctuations; Data models; Generative adversarial networks; load profile generation; machine learning; non-intrusive load monitoring; super-resolution; synthetic data
Sources: Web Of Science, ORCID
Added: June 22, 2022
2021 article
A Load Switching Group based Feeder-level Microgrid Energy Management Algorithm for Service Restoration in Power Distribution System
2021 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM).
author keywords: distributed energy resource; energy management; microgrid; power distribution system; service restoration
Sources: Web Of Science, ORCID
Added: July 26, 2022
2021 journal article
A meta-learning based distribution system load forecasting model selection framework
APPLIED ENERGY, 294.
author keywords: Distribution system; Load forecasting; Machine learning; Meta-learning; Model selection; Ensemble learning
Sources: Web Of Science, ORCID
Added: June 28, 2021
