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Journal Articles
- 2025
[j16]Sizhe Liu
, Dezhi Xu, Yujian Ye, Tinglong Pan:
Intelligent fault diagnosis for unbalanced battery data using adversarial domain expansion and enhanced stochastic configuration networks. Inf. Sci. 687: 121399 (2025)- 2024
- [j15]Tianxiang Cui, Xiaoying Yang, Fuhua Jia, Jiahuan Jin, Yujian Ye, Ruibin Bai:
Mobile robot sequential decision making using a deep reinforcement learning hyper-heuristic approach. Expert Syst. Appl. 257: 124959 (2024) - [j14]Xiaoying Yang, Tianxiang Cui, Hongru Wang, Yujian Ye:
Multiagent Deep Reinforcement Learning for Electric Vehicle Fast Charging Station Pricing Game in Electricity-Transportation Nexus. IEEE Trans. Ind. Informatics 20(4): 6345-6355 (2024) - [j13]Pengxiang Liu, Zhi Wu, Wei Gu, Yuping Lu, Qirun Sun, Yujian Ye, Goran Strbac:
Fast Resilience Assessment of Integrated Electricity-Gas Systems Considering Non-Convex Gas Flow Dynamics. IEEE Trans. Smart Grid 15(4): 3514-3527 (2024) - 2023
- [j12]Federica Bellizio, Wangkun Xu, Dawei Qiu, Yujian Ye, Dimitrios Papadaskalopoulos, Jochen L. Cremer, Fei Teng, Goran Strbac:
Transition to Digitalized Paradigms for Security Control and Decentralized Electricity Market. Proc. IEEE 111(7): 744-761 (2023) - [j11]Yujian Ye, Dimitrios Papadaskalopoulos, Quan Yuan, Yi Tang, Goran Strbac:
Multi-Agent Deep Reinforcement Learning for Coordinated Energy Trading and Flexibility Services Provision in Local Electricity Markets. IEEE Trans. Smart Grid 14(2): 1541-1554 (2023) - [j10]Yujian Ye, Hongru Wang, Peiling Chen, Yi Tang, Goran Strbac:
Safe Deep Reinforcement Learning for Microgrid Energy Management in Distribution Networks With Leveraged Spatial-Temporal Perception. IEEE Trans. Smart Grid 14(5): 3759-3775 (2023) - 2022
- [j9]Zengji Liu, Qi Wang, Yujian Ye, Yi Tang:
A GAN-Based Data Injection Attack Method on Data-Driven Strategies in Power Systems. IEEE Trans. Smart Grid 13(4): 3203-3213 (2022) - 2021
- [j8]Jing Li, Yujian Ye, Dimitrios Papadaskalopoulos, Goran Strbac:
Computationally Efficient Pricing and Benefit Distribution Mechanisms for Incentivizing Stable Peer-to-Peer Energy Trading. IEEE Internet Things J. 8(2): 734-749 (2021) - [j7]Yujian Ye, Yi Tang, Huiyu Wang, Xiao-Ping Zhang, Goran Strbac:
A Scalable Privacy-Preserving Multi-Agent Deep Reinforcement Learning Approach for Large-Scale Peer-to-Peer Transactive Energy Trading. IEEE Trans. Smart Grid 12(6): 5185-5200 (2021) - 2020
- [j6]Yujian Ye, Dawei Qiu, Mingyang Sun, Dimitrios Papadaskalopoulos, Goran Strbac:
Deep Reinforcement Learning for Strategic Bidding in Electricity Markets. IEEE Trans. Smart Grid 11(2): 1343-1355 (2020) - [j5]Yujian Ye, Dawei Qiu, Xiaodong Wu, Goran Strbac, Jonathan Ward:
Model-Free Real-Time Autonomous Control for a Residential Multi-Energy System Using Deep Reinforcement Learning. IEEE Trans. Smart Grid 11(4): 3068-3082 (2020) - 2019
- [j4]Yujian Ye, Dawei Qiu, Jing Li, Goran Strbac:
Multi-Period and Multi-Spatial Equilibrium Analysis in Imperfect Electricity Markets: A Novel Multi-Agent Deep Reinforcement Learning Approach. IEEE Access 7: 130515-130529 (2019) - [j3]Mingyang Sun, Yi Wang, Fei Teng, Yujian Ye, Goran Strbac, Chongqing Kang:
Clustering-Based Residential Baseline Estimation: A Probabilistic Perspective. IEEE Trans. Smart Grid 10(6): 6014-6028 (2019) - 2016
- [j2]Yujian Ye, Zhihui Li, Chunxia Li, Shoufeng Shen, Wen-Xiu Ma:
A generalized Dirac soliton hierarchy and its bi-Hamiltonian structure. Appl. Math. Lett. 60: 67-72 (2016) - 2014
- [j1]Juan Hu, Yujian Ye, Shoufeng Shen, Jun Zhang:
Lie symmetry analysis of the time fractional KdV-type equation. Appl. Math. Comput. 233: 439-444 (2014)
Conference and Workshop Papers
- 2024
- [c6]Xiaoying Yang, Yujing Gu, Fuhua Jia, Yiran Li, Hongru Wang, Nanjiang Du, Tianxiang Cui, Yujian Ye, Ruibin Bai:
Evolution-Assisted Deep Reinforcement Learning for Fast Charging Station Coordinated Operation. CEC 2024: 1-9 - [c5]Tongyang Xu, Yujian Ye, Christos Masouros:
Signal Waveform Design for Resilient Integrated Sensing and Communications. CSNDSP 2024: 109-114 - [c4]Tongyang Xu, Yujian Ye, Yi Tang:
Enhancing Spectral Efficiency with Over-the-Air Multiuser-MIMO Enabled NOFS Signals. CSNDSP 2024: 466-471 - 2022
- [c3]Pengxiang Liu, Zhi Wu, Wei Gu, Yuping Lu, Yujian Ye, Goran Strbac:
A Non-Convex and Non-Iterative Approach for Fast Vulnerability Analysis of Smart Grids. ISGT-Europe 2022: 1-5 - 2020
- [c2]Yujian Ye, Dawei Qiu, Jonathan Ward, Marcin Abram:
Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach. IJCAI 2020: 339-346 - 2014
- [c1]Yujian Ye, Dimitrios Papadaskalopoulos, Goran Strbac:
Pricing flexible demand non-convexities in electricity markets. PSCC 2014: 1-7
Data and Artifacts
- 2023
- [d2]Yujian Ye, Jianxiong Hu:
dataset for "Towards Risk-Aware Real-Time Security Constrained Economic Dispatch: A Tailored Deep Reinforcement Learning Approach". IEEE DataPort, 2023
- 2022
- [d1]Jing Li, Yujian Ye, Dimitrios Papadaskalopoulos, Goran Strbac:
Supplementary Datasheet Consensus-Based Coordination Flexible Demand Energy Storage. IEEE DataPort, 2022
Informal and Other Publications
- 2024
- [i1]Shuyang Zhu, Ziqing Zhu, Linghua Zhu, Yujian Ye, Siqi Bu, Sasa Z. Djokic:
Evaluating Uncertainties in Electricity Markets via Machine Learning and Quantum Computing. CoRR abs/2407.16404 (2024)
Coauthor Index
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