Deep Reinforcement Learning for Strategic Bidding in Electricity Markets Y Ye, D Qiu, M Sun, D Papadaskalopoulos, G Strbac IEEE Transactions on Smart Grid 11 (2), 1343-1355, 2020 | 217 | 2020 |
Model-Free Real-Time Autonomous Control for A Residential Multi-Energy System Using Deep Reinforcement Learning Y Ye, D Qiu, X Wu, G Strbac, J Ward IEEE Transactions on Smart Grid 11 (4), 3068-3082, 2020 | 159 | 2020 |
Scalable coordinated management of peer-to-peer energy trading: A multi-cluster deep reinforcement learning approach D Qiu, Y Ye, D Papadaskalopoulos, G Strbac Applied Energy 292, 116940, 2021 | 103 | 2021 |
A Scalable Privacy-Preserving Multi-agent Deep Reinforcement Learning Approach for Large-Scale Peer-to-Peer Transactive Energy Trading Y Ye, T Yi, W Huiyu, Z Xiao-Ping, G Strbac IEEE Transactions on Smart Grid 12 (6), 5185-5200, 2021 | 90 | 2021 |
Clustering-based residential baseline estimation: A probabilistic perspective M Sun, Y Wang, F Teng, Y Ye, G Strbac, C Kang IEEE Transactions on Smart Grid 10 (6), 6014-6028, 2019 | 87 | 2019 |
A Deep Reinforcement Learning Method for Pricing Electric Vehicles with Discrete Charging Levels D Qiu, Y Ye, D Papadaskalopoulos, G Strbac IEEE Transactions on Industry Applications 56 (5), 5901-5912, 2020 | 82 | 2020 |
Multi-Period and Multi-Spatial Equilibrium Analysis in Imperfect Electricity Markets: A Novel Multi-Agent Deep Reinforcement Learning Approach Y Ye, D Qiu, J Li, G Strbac IEEE Access 7, 130515-130529, 2019 | 71 | 2019 |
Investigating the ability of demand shifting to mitigate electricity producers’ market power Y Ye, D Papadaskalopoulos, G Strbac IEEE Transactions on Power Systems 33 (4), 3800-3811, 2017 | 67 | 2017 |
Computationally Efficient Pricing and Benefit Distribution Mechanisms for Incentivizing Stable Peer-to-Peer Energy Trading J Li, Y Ye, D Papadaskalopoulos, G Strbac IEEE Internet of Things Journal 8 (2), 734-749, 2020 | 57 | 2020 |
Cost-Effective Decarbonization in a Decentralized Market: The Benefits of Using Flexible Technologies and Resources G Strbac, D Pudjianto, M Aunedi, D Papadaskalopoulos, P Djapic, Y Ye, ... IEEE Power and Energy Magazine 17 (2), 25-36, 2019 | 53 | 2019 |
Real-time autonomous residential demand response management based on twin delayed deep deterministic policy gradient learning Y Ye, D Qiu, H Wang, Y Tang, G Strbac Energies 14 (3), 531, 2021 | 44 | 2021 |
Incorporating Non-Convex Operating Characteristics into Bi-Level Optimization Electricity Market Models Y Ye, D Papadaskalopoulos, J Kazempour, G Strbac IEEE Transactions on Power Systems 35 (1), 163-176, 2019 | 41 | 2019 |
Multi-Agent Deep Reinforcement Learning for Coordinated Energy Trading and Flexibility Services Provision in Local Electricity Markets Y Ye, D Papadaskalopoulos, Q Yuan, T Yi, G Strbac IEEE Transactions on Smart Grid 14 (2), 1541 - 1554, 2023 | 31 | 2023 |
An MPEC approach for analysing the impact of energy storage in imperfect electricity markets Y Ye, D Papadaskalopoulos, G Strbac 2016 13th International Conference on the European Energy Market (EEM), 1-5, 2016 | 28 | 2016 |
Factoring flexible demand non-convexities in electricity markets Y Ye, D Papadaskalopoulos, G Strbac IEEE Transactions on Power Systems 30 (4), 2090-2099, 2014 | 28 | 2014 |
Exploring the Effects of Local Energy Markets on Electricity Retailers and Customers D Qiu, Y Ye, D Papadaskalopoulos Electric Power Systems Research 189, 106761, 2020 | 24 | 2020 |
A Novel Deep-learning Based Surrogate Modeling of Stochastic Electric Vehicle Traffic User Equilibrium in Low-Carbon Electricity-Transportation Nexus Q Yuan, Y Ye, Y Tang, Y Liu, G Strbac Applied Energy, 2022 | 21 | 2022 |
Investigating the effects of demand flexibility on electricity retailers’ business through a tri-level optimisation model D Qiu, D Papadaskalopoulos, Y Ye, G Strbac IET Generation, Transmission & Distribution 14 (9), 1739-1750, 2020 | 20 | 2020 |
Distributed Consensus-Based Coordination of Flexible Demand and Energy Storage Resources J Li, Y Ye, D Papadaskalopoulos, G Strbac IEEE Transactions on Power Systems 36 (4), 3053 - 3069, 2020 | 19 | 2020 |
Strategic capacity withholding by energy storage in electricity markets Y Ye, D Papadaskalopoulos, R Moreira, G Strbac 2017 IEEE Manchester PowerTech, 1-6, 2017 | 19 | 2017 |