| Privacy-Functionality Trade-Off: A privacy-preserving multi-channel smart metering system XY Zhang, S Kuenzel, JR Córdoba-Pachón, C Watkins Energies 13 (12), 3221, 2020 | 21 | 2020 |
| A Hybrid ConvLSTM-Based Anomaly Detection Approach for Combating Energy Theft HX Gao, S Kuenzel, XY Zhang IEEE Transactions on Instrumentation and Measurement 71, 2022 | 20 | 2022 |
| Hybrid short-term load forecasting method based on empirical wavelet transform and bidirectional long short-term memory neural networks X Zhang, S Kuenzel, N Colombo, C Watkins Journal of Modern Power Systems and Clean Energy 10 (5), 1216-1228, 2022 | 20 | 2022 |
| Multi-quantile recurrent neural network for feeder-level probabilistic energy disaggregation considering roof-top solar energy XY Zhang, C Watkins, S Kuenzel Engineering Applications of Artificial Intelligence 110, 104707, 2022 | 14 | 2022 |
| Differential privacy for deep learning-based online energy disaggregation system XY Zhang, S Kuenzel 2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 904-908, 2020 | 11 | 2020 |
| Privacy-Preserving Federated Learning for Value-Added Service Model in Advanced Metering Infrastructure XY Zhang, JR Córdoba-Pachón, P Guo, C Watkins, S Kuenzel IEEE Transactions on Computational Social Systems, 2022 | 9 | 2022 |
| Feeder-level deep learning-based photovoltaic penetration estimation scheme XY Zhang, S Kuenzel, C Watkins 2020 12th IEEE PES Asia-Pacific Power and Energy Engineering Conference …, 2020 | 3 | 2020 |
| Low‐voltage DC building distribution and utilization system and its implementation in China southern grid P Guo, XY Zhang, Z Yuan, Y Zhao, Y Wang, G Liu, J Man, Y Wang, ... IET Renewable Power Generation 18 (3), 558-569, 2024 | 2 | 2024 |
| Graph multi-agent reinforcement learning for inverter-based active voltage control C Mu, Z Liu, J Yan, H Jia, X Zhang IEEE Transactions on Smart Grid, 2023 | 2 | 2023 |
| A hybrid data-driven online solar energy disaggregation system from the grid supply point XY Zhang, S Kuenzel, P Guo, L Yin, C Watkins Complex & Intelligent Systems 9 (4), 3695-3716, 2023 | 2 | 2023 |
| Privacy boundary determination of smart meter data using an artificial intelligence adversary XY Zhang, C Watkins, CC Took, S Kuenzel International Transactions on Electrical Energy Systems 31 (9), 1-1, 2021 | 2 | 2021 |
| Ultra-Short-Term Photovoltaic Power Forecasting Based on Transformer Model M Guo, C Mu, X Zhang, Z Ding 2023 38th Youth Academic Annual Conference of Chinese Association of …, 2023 | | 2023 |
| Review of Home Energy Management Systems Based on Deep Reinforcement Learning R Sheng, C Mu, X Zhang, Z Ding, C Sun 2023 38th Youth Academic Annual Conference of Chinese Association of …, 2023 | | 2023 |
| Research on symmetric bipolar MMC-M2Tdc-based flexible railway traction power supply system P Guo, Z Tian, Z Yuan, XY Zhang, D Sharifi IEEE Transactions on Transportation Electrification, 2023 | | 2023 |
| Path planning of power line inspection based on DDPG for obstacle avoidance with UAV X Zheng, Z Ding, X Zhang, C Mu 2023 IEEE 6th International Electrical and Energy Conference (CIEEC), 2919-2923, 2023 | | 2023 |
| Behind-the-Meter Energy Storage System Operation via Hindsight Experience Replay Z Ding, W Li, X Zhang, Q Zhang 2023 IEEE 6th International Electrical and Energy Conference (CIEEC), 2913-2918, 2023 | | 2023 |
| Electricity Theft Detection Based on SMOTE Oversampling and Logistic Regression Classifier J Wang, X Zhang 2023 IEEE 6th International Electrical and Energy Conference (CIEEC), 2571-2576, 2023 | | 2023 |
| UAV Transmission Line Inspection Algorithm Based on Cross-scale Feature Fusion and Attention Mechanism Y Xuan, C Mu, X Zhang, Z Ding, C Sun 2023 IEEE 6th International Electrical and Energy Conference (CIEEC), 737-742, 2023 | | 2023 |
Dr. José-Rodrigo Córdoba-PachónRoyal Holloway, University of LondonVerified email at rhul.ac.uk
