Robust Reactive Power Scheduling of Distribution Networks Based on Modified Bootstrap Technique Wenlong Liao, Shouxiang Wang, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Zhe Yang Journal of Modern Power Systems and Clean Energy (2023)
Simple Data Augmentation Tricks for Boosting Performance on Electricity Theft Detection Tasks Wenlong Liao, Zhe Yang, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Leandro Von Krannichfeldt, Yuse Wang, Dechang Yang IEEE Transactions on Industry Applications (2023)
Ultra-Short-Term Interval Prediction of Wind Power Based on Graph Neural Network and Improved Bootstrap Technique Wenlong Liao, Shouxiang Wang, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Zhe Yang, Kuangpu Liu Journal of Modern Power Systems and Clean Energy (2023)
Short-term power prediction for renewable energy using hybrid graph convolutional network and long short-term memory approach Wenlong Liao, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Zhe Yang, Kuangpu Liu Electric Power Systems Research (2022)
Electricity theft detection using Euclidean and graph convolutional neural networks Wenlong Liao, Zhe Yang, Kuangpu Liu, Bin Zhang, Xinxin Chen, Runan Song IEEE Transactions on Power Systems (2022)
Scenario Generations for Renewable Energy Sources and Loads Based on Implicit Maximum Likelihood Estimations Wenlong Liao, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Zhe Yang, Yusen Wang, Kuangpu Liu Journal of Modern Power Systems and Clean Energy (2022)
Scenario generation for cooling, heating, and power loads using generative moment matching networks Wenlong Liao, Yusen Wang, Yuelong Wang, Kody Powell, Qi Liu, Zhe Yang CSEE Journal of Power and Energy Systems (2022)
WindGMMN: Scenario forecasting for wind power using generative moment matching networks Wenlong Liao, Zhe Yang, Xinxin Chen, Yaqi Li IEEE Transactions on Artificial Intelligence (2022)
Data-driven reactive power optimization for distribution networks using capsule networks Wenlong Liao, Jiejing Chen, Qi Liu, Ruijin Zhu, Like Song, Zhe Yang Journal of Modern Power Systems and Clean Energy (2021)
A review of graph neural networks and their applications in power systems Wenlong Liao, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Yuelong Wang, Yusen Wang Journal of Modern Power Systems and Clean Energy (2021)
Data-driven missing data imputation for wind farms using context encoder Wenlong Liao, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Dechang Yang, Yusen Wang Journal of Modern Power Systems and Clean Energy (2021)
Fault diagnosis of power transformers using graph convolutional network Wenlong Liao, Dechang Yang, Yusen Wang, Xiang Ren CSEE Journal of Power and Energy Systems (2020)