Xiao Liu, Youbo Liu, Yong-Dong Chen, Zhiyuan Tang, Hong-Jun Gao, Zheng-Bo Li (2026). Federated reinforcement learning based dual-level voltage regulation for PV-rich distribution grids. International Journal of Electrical Power & Energy Systems.DOI
Yu Chen, Songtao Lin, Yuhang Gao, Guo Qiang, Shaoyun Gao, Ting Du, Jinbo Zhu, Youbo Liu (2026). A Shadow Price-Guided Computational Framework for Congestion-Aware Transmission Expansion Planning. Electronics.DOI
Jun Yang, Qiao Peng, Haichuan Zhao, Tianqi Liu, Bing Ouyang, Qiang Ma, Youbo Liu (2026). Model-free reconstruction of I-V curve for global flexible power point tracking of photovoltaic systems. Solar Energy.DOI
Sashuang Sun, Youbo Liu, Zhiyuan Tang, Xili Du, Junyong Liu (2026). A data-to-decision adaptive bidding framework for wind-storage systems in coupled markets using off-policy actor–critic learning. Energy Reports.DOI
Zhiyuan Tang, Youbo Liu, Wenjie Xiong, Yue Xiang, Gao Qiu, Junyong Liu (2026). Distributed data-driven approach for robust voltage regulation in active distribution networks with switching topologies. Electric Power Systems Research.DOI
Ning Hu, Zhiyuan Tang, Shuaijia He, Yue Xiang, Youbo Liu, Junyong Liu (2026). The multi-agent reinforcement learning based bidding strategy for virtual power plants participating in the spot market under carbon trading. Electric Power Systems Research.DOI
Zhiyuan Tang, Dongjian Li, Yue Xiang, Hongjun Gao, Youbo Liu, Junyong Liu (2026). Distributed Safe Frequency Control for Networked Microgrids Using Control Barrier Functions. IEEE Transactions on Smart Grid.DOI
Zhimin Li, Gao Qiu, Zhiyuan Tang, Youbo Liu, Yang Huang, Zhen Huang, Junyong Liu, Yue Shui (2026). Switchable control barrier function-based safety-critical intelligent coordinated control for voltage-reactive power online feedback optimization. International Journal of Electrical Power & Energy Systems.DOI
Xiao Liu, Yuehua Chen, Youbo Liu, Hongjun Gao, Zhiyuan Tang (2026). Robust Voltage Regulation of PV-Rich Distribution System Based on Two-Layer Learning Framework. IEEE Systems Journal.DOI
Haolan Yang, Zhengbo Li, Ruolin Yin, Shurui Ding, Xianrui Wang, Youbo Liu (2026). Agent-Driven Topology Assembly: Trustworthy LLM Dispatch Reasoning in Distribution Networks. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Xiao Liu, Youbo Liu, Yuehua Chen, Zhiyuan Tang, Hongjun Gao, Zhengbo Li (2026). Federated Reinforcement Learning for PV Inverters Enabled Voltage Regulation of Medium-Low Voltage Unbalanced Distribution Grids. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Haoxiang Zhang, Zhen Huang, Youbo Liu, Junyong Liu (2026). Long-Term Simulation of Energy Storage Systems Based on System Dynamics and Capacity Credit Calculation. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Zirong Xu, Youbo Liu, Zhiyuan Tang, Tingjian Liu, Jiang Li, Junyong Liu (2026). Accurate and Robust Realization of DN-Aggregated VPPs for Primary Frequency Support. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Wenjie Xiong, Zhiyuan Tang, Hongjun Gao, Youbo Liu, Ao Qiao, Junyong Liu (2026). A Two-Stage Data-Driven Topology Identification in Three-Phase Distribution Networks. IEEE Transactions on Industrial Informatics.DOI
Aoyang Jiang, Gao Qiu, Qiao Peng, Youbo Liu, Junyong Liu, Zhen Huang (2026). Physics-Informed Deep Reinforcement Learning for Spatial Frequency Regulation in Power Systems With Grid-Connected Renewable Energy. IEEE Transactions on Industrial Informatics.DOI
Yue Xiang, Lingtao Li, Yu Lu, Pengfei Zhao, Youbo Liu, Xinying Wang, Tianjiao Pu, Chenghong Gu, Junyong Liu (2026). Adaptive hierarchical learning for uncertainty-aware distributed energy resource planning. Communications Engineering.DOI
Ke Xu, Chang Liu, Shijun Chen, Weiting Xu, Chuan Yuan, Dengli Jiang, Peilin Li, Youbo Liu (2025). Bi-Level Interactive Optimization of Distribution Network-Agricultural Park with Distributed Generation Support. Sustainability, Vol. 17, No. 11.DOI
Yichen Luo, Xiao Xu, Junyong Liu, Youbo Liu, Lixiong Xu, Weihao Hu (2025). Invulnerability analysis of urban power system based multi-layer heterogeneous complex network considering high-security level. Reliability Engineering & System Safety, Vol. 257.DOI
Zirong Xu, Zhiyuan Tang, Yong-Dong Chen, Youbo Liu, Hong-Jun Gao, Xiao Xu (2025). Optimal robust allocation of distributed modular energy storage system in distribution networks for voltage regulation. Applied Energy.DOI
Jun Yang, Qiao Peng, Tian-Qi Liu, Youbo Liu, Ting-Yun Gu, Jin-Hao Meng (2025). Fast Global Flexible Power Point Tracking of Photovoltaic Systems Under Partial Shading Condition with Tracking-Affiliated Environmental Parameter Estimation. Energy.DOI
Dong-Lai Tang, Zhongyuan Fan, Youbo Liu, Xiang Wan (2025). A Substation Image Inspection Method Based on Visual Communication and Combination of Normal and Abnormal Samples. Energies.DOI
Yue Xiang, Yunjie Yang, Lixiong Xu, Zhiyuan Tang, Youbo Liu, Wei Sun, Junyong Liu (2025). A dynamic meteorological correlation integrated hybrid method for photovoltaic output forecasting. Renewable Energy.DOI
Yanbing Gao, Etinosa Ekomwenrenren, Zhiyuan Tang, Hongjun Gao, Youbo Liu, Junyong Liu (2025). Corrigendum to “Data-driven local voltage control design for active distribution networks considering various operation conditions” [Electric Power Systems Research volume 248 (2025) 111902]. Electric Power Systems Research.DOI
Yanbing Gao, Etinosa Ekomwenrenren, Zhiyuan Tang, Hongjun Gao, Youbo Liu, Junyong Liu (2025). Data-driven local voltage control design for active distribution networks considering various operation conditions. Electric Power Systems Research.DOI
Yuanhan Zhong, Gao Qiu, Junyong Liu, Tingjian Liu, Youbo Liu, Wei Wei (2025). An Explicit Transient Rotor Angle Stability Criterion Involving the Fault Location Factor of Doubly Fed Induction Generator Integrated Power Systems. Electronics.DOI
Chuan Yuan, Chang Liu, Shijun Chen, Weiting Xu, Jing Gou, Ke Xu, Zhengbo Li, Youbo Liu (2025). Second-Life Battery Energy Storage System Capacity Planning and Power Dispatch via Model-Free Adaptive Control-Embedded Heuristic Optimization. Energy Engineering.DOI
Zhenyu Huang, Zhaobin Wei, Yi Wang, Youbo Liu, Zhifang Yang, Qiming Yang, Junyong Liu (2025). Mixed-integer programming embedded system dynamics model for deterministic capacity guarantee of power generation considering long-term carbon market variations. Applied Energy.DOI
Zhengbo Li, Youbo Liu, Haolan Yang, Yue Xiang, Junyong Liu (2025). Image recognition-based PV hosting capacity enhancement via distribution network retrofit. Renewable Energy.DOI
Wenwen Zhang, Gao Qiu, Junyong Liu, Youbo Liu, Hongjun Gao, Yikui Liu (2025). Emission and Economy Balanced Dispatching of Integrated Power and Hydrogen Systems via a Tri-Level Robust Optimizer Incorporating Multi-Time Resolution and Carbon Tax. IEEE Transactions on Smart Grid.DOI
Qihan Li, Yongqi Zhu, Zhiyuan Tang, Youbo Liu, Yang Shi (2025). Data-Based Predictive Control Based Voltage Control in Active Distribution Networks. Electronics.DOI
Dongjian Li, Zhiyuan Tang, Youbo Liu, Hongjun Gao, Weiting Xu, Zhengwei Chang (2025). Frequency Control in Microgrid Using Disturbance Observer Based Control Barrier Function. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
Ji’Ang Liu, Youbo Liu, Yongdong Chen, Xili Du, Zhaoming Guo, Zheng Wang (2025). An Optimization Method for Wind-Storage Coordinated Operation Subject to the “Two Implementation Rules” Performance Assessment. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
R H Zhai, Zhiyuan Tang, Youbo Liu, Hongjun Gao, Weiting Xu, Zhengwei Chang (2025). A Two-Stage Robust Operation Method for Microgrid Considering Charging and Discharging Control of Electric Vehicles. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
Sashuang Sun, Youbo Liu, Xili Du (2025). A Confidence-Constrained IGDT Model for Risk-Aware Market Bidding of Wind Power Systems. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
Zhengbo Li, Haolan Yang, Youbo Liu, Yue Xiang, Hongjun Gao, Jingyao Liu, Junyong Liu (2025). OptDisPro: LLM-Based Multi-Agent Framework for Flexibly Adapting Heuristic Optimal DisFlow. IEEE Transactions on Smart Grid.DOI
Yuyan Yang, Xiao Xu, Yichen Luo, Youbo Liu, Yue Xiang, Weihao Hu, Junyong Liu (2025). Enhancing Resilience of Urban Distribution Networks: Integrating Agent-Based V2G Response Model for Extreme Event Restoration. IEEE Transactions on Transportation Electrification.DOI
Yan Liu, Xian Zhang, Ziming Ma, Wenshi Ren, Yangming Xiao, Xiao Xu, Youbo Liu, Junyong Liu (2025). Risk-Aware Scheduling for Maximizing Renewable Energy Utilization in a Cascade Hydro–PV Complementary System. Energies.DOI
Youbo Liu, Xuexin Wang, Gao Qiu, Zhiyuan Tang, Ji'ang Liu, Aoyang Jiang (2025). A Nearly Hamiltonian Neural Network-Enhanced Multi-Machine Power System Excitation Control. IEEE Transactions on Power Systems.DOI
Dongjian Li, Zhiyuan Tang, Hongjun Gao, Shuaijia He, Youbo Liu, Fu Su, Junyong Liu (2025). Distributed optimal frequency control in networked microgrids using distributed energy resources. Electric Power Systems Research.DOI
Yichen Luo, Xiao Xu, Yuyan Yang, Youbo Liu, Junyong Liu (2025). Impact of electric vehicle disordered charging on urban electricity consumption. Renewable and Sustainable Energy Reviews.DOI
Yuqian Cao, Xiao Xu, Jiayuan Fan, Wenhui Zeng, Shuang Lv, Youbo Liu, Junyong Liu (2025). A two-stage decision-dependent stochastic strategy for de-icing maintenance of ice-covered transmission lines. Energy Reports.DOI
Yuqian Cao, Xiao Xu, Yichen Luo, Yue Xiang, Youbo Liu, Weihao Hu, Junyong Liu (2024). Human-safe based electric vehicle evacuation in transportation-power networks during emergencies: A two-stage response framework. International Journal Of Disaster Risk Reduction, Vol. 114.DOI
Xiaoyun Deng, Yong-Dong Chen, Dongchuan Fan, Youbo Liu, Chao Ma (2024). GRU-integrated constrained soft actor-critic learning enabled fully distributed scheduling strategy for residential virtual power plant. Global Energy Interconnection.DOI
Yi Liu, Xiao Xu, Lixiong Xu, Youbo Liu, Nan Yang, Shafqat Jawad, Yichen Luo, Junyong Liu, Weihao Hu (2024). Collaborative water-electricity operation optimization of a photovoltaic/pumped storage-based aquaculture energy system considering water evaporation effects. Renewable Energy.DOI
Chang Liu, Xiao Hui Xu, Weiting Xu, Junyong Liu, Youbo Liu (2024). A two-stage centralized energy scheduling by mining demand response potential in a renewable energy-based Industrial Park. Energy Reports.DOI
Enming Bai, Xin Wang, Peilin Li, Hongbing Liao, Youbo Liu (2024). Pre-layout and Scheduling Strategy of Mobile Emergency Resources in Distribution Network for Extreme Events. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
Yi Liu, Xiao Shuang Xu, Youbo Liu, Junyong Liu, Weihao Hu, Nan Qing Yang, Shafqat Jawad, Zhaobin Wei (2024). Operational optimization of a rural multi-energy system supported by a joint biomass-solid-waste-energy conversion system and supply chain. Energy.DOI
Yi Liu, Xiao Shuang Xu, Lixiong Xu, Youbo Liu, Junyong Liu, Weihao Hu, Nan Qing Yang, Shafqat Jawad, Yichen Luo (2024). Multi-timescale collaborative operation of renewable energy-based power system and Agri-product supply chain considering dynamic energy consumption-based crop growth. Applied Energy.DOI
Yi Liu, Xiao Shuang Xu, Youbo Liu, Junyong Liu, Weihao Hu, Nan Qing Yang, Shafqat Jawad, Zhaobin Wei (2024). Scenario-based operation of an integrated rural multi-energy system considering agent-based farmer-behavior modeling. Energy Conversion and Management.DOI
Yi Liu, Xiao Xu, Youbo Liu, Junyong Liu, Weihao Hu, Nan Qing Yang, Shafqat Jawad, Zhaobin Wei (2024). A multi-agent decision-making framework for planning and operating human-factor-based rural community. Journal of Cleaner Production.DOI
Yi Liu, Xiao Xu, Chuanjiang Deng, Junyong Liu, Lixiong Xu, Youbo Liu, Nan Yang, Yichen Luo, Shafqat Jawad (2024). Peer-to-peer Based Energy Management Framework for Enhancing Rural Electrification Level. Journal of Modern Power Systems and Clean Energy.DOI
Jiang Liu, Youbo Liu, Gao Qiu, Gang Chen, Lixiong Xu, Junyong Liu (2024). Cooperative dispatch of demand response and stability constrained transfer capability for inter-connected power systems: A hybrid learning-aided method. Applied Energy.DOI
Haoxiang Zhang, Zhenyu Huang, Xuexin Wang, Li Chen, Youbo Liu, Junyong Liu (2024). Capacity investment portfolio optimization considering EV charging flexibility: A heuristic algorithm-informed system dynamics approach. Renewable Energy.DOI
Ruoyu Liao, Youbo Liu, Xiao Xu, Zhengbo Li, Yongdong Chen, Xiaodong Shen, Junyong Liu (2024). Enhanced photovoltaic power generation forecasting for newly-built plants via Physics-Infused transfer learning with domain adversarial neural networks. Energy Conversion and Management.DOI
Kecun Li, Zhenyu Huang, Youbo Liu, Yaser Soilman Qudaih, Junyong Liu (2024). Dynamic optimal allocation of energy storage systems integrated within photovoltaic based on a dual timescale dynamics model. Global Energy Interconnection.DOI
Yongdong Chen, Youbo Liu, Hang Yin, Zhiyuan Tang, Gao Qiu, Junyong Liu (2024). Multiagent Soft Actor–Critic Learning for Distributed ESS Enabled Robust Voltage Regulation of Active Distribution Grids. IEEE Transactions on Industrial Informatics.DOI
Mei C Yang, Gao Qiu, Junyong Liu, Youbo Liu, Tingjian Liu, Zhiyuan Tang, Lijie Ding, Yue Shui, Kai Liu (2024). Topology-Transferable Physics-Guided Graph Neural Network for Real-Time Optimal Power Flow. IEEE Transactions on Industrial Informatics.DOI
Zhiyuan Tang, Youbo Liu, Tingjian Liu, Gao Qiu, Junyong Liu (2024). Distributed Data-Driven Frequency Control in Networked Microgrids via Voltage Regulation. IEEE Transactions on Smart Grid.DOI
Dongchuan Fan, Youbo Liu, Xiao Xu, Xiao Shao, Xiaoyun Deng, Yue Xiang, Junyong Liu (2024). Economic operation of an agent-based virtual storage aggregated residential electric-heating loads in multiple electricity markets. Journal of Cleaner Production.DOI
Hang Yin, Yang Wang, Gang Wu, Youbo Liu, Yongdong Chen, Junyong Liu (2024). Distributed optimal operation of PV-storage-load micro-grid considering renewable and load uncertainties. Journal of Energy Storage.DOI
Hongjun Gao, Siyuan Jiang, Zhengmao Li, Renjun Wang, Youbo Liu, Junyong Liu (2024). A Two-Stage Multi-Agent Deep Reinforcement Learning Method for Urban Distribution Network Reconfiguration Considering Switch Contribution. IEEE Transactions on Power Systems.DOI
Huangqi Ma, Yue Xiang, Wei Ming Sun, Jiakun Dai, Shenxi Zhang, Youbo Liu, Junyong Liu (2024). Optimal Peer-to-Peer Energy Transaction of Distributed Prosumers in High-Penetrated Renewable Distribution Systems. IEEE Transactions on Industry Applications.DOI
Hang Yin, Zeqi Wang, Youbo Liu, Yaser Qudaih, Donglai Tang, Ji'ang Liu, Tingjian Liu (2023). Operational Reliability Assessment of Distribution Network With Energy Storage Systems. Ieee Systems Journal, Vol. 170, No. 10.DOI
Xiaoyu Peng, Q. Zeng, Youbo Liu, Zi-Wei Li, Chao Ma, Jun-Fang Zhong (2023). Power Internet-of-Thing B5G Networks for Differential Protection in New-Type Power Systems. 2023 IEEE 7th Conference on Energy Internet and Energy System Integration (EI2).DOI
Yi Liu, Yi Liu, Xiao Xu, Youbo Liu, Youbo Liu, Junyong Liu, Nan Yang, Shafqat Jawad, Yuyan Yang, Zhaobin Wei (2023). Grid abandonment potential of photovoltaic and storage-based system in China. International Journal of Electrical Power & Energy Systems.DOI
Yi Liu, Xiao Xu, Youbo Liu, Junyong Liu, Nan Yang, Zhaobin Wei, Shafqat Jawad (2023). An Improved ADMM-based Approach for Decentralized Planning of Distribution Network.DOI
Xiaodi Wang, Youbo Liu, Ruiguang Ma, Yunche Su, Tiannan Ma (2023). Blockchain enabled smart community for bilateral energy transaction. International Journal of Electrical Power & Energy Systems.DOI
Hong Zhou, Liang Lu, Mingkui Wei, Li Shen, Youbo Liu (2023). Robust Scheduling of a Hybrid Hydro/Photovoltaic/Pumped-Storage System for Multiple Grids Peak-Shaving and Congestion Management. IEEE Access.DOI
Yunying Qi, Xiao Xu, Youbo Liu, Pan Li, Junyong Liu, Weihao Hu (2023). Intelligent energy management for an on-grid hydrogen refueling station based on dueling double deep Q network algorithm with NoisyNet. Renewable Energy.DOI
Chenlin Ji, Qiming Yang, Jiayu Wu, Xinyang Zhou, Leyao Cong, Dengke Gu, Youbo Liu (2023). Dynamic impedance model based two‐stage customized charging–navigation strategy for electric vehicles. Energy Conversion and Economics.DOI
Zhiyuan Tang, Youbo Liu, Tingjian Liu, Xiao Xu, Junyong Liu (2023). Adaptive Weighted Ridge Regression Estimator for Time-Varying Sensitivity Identification. IEEE Transactions on Power Systems.DOI
Hongyu Lin, Wei Wang, Yajun Zou, Youbo Liu (2023). A Method for Identifying Abnormal Energy Consumption in Multi-Energy System. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
Lingyun Zhao, Zhuoyu Wang, Tingxi Chen, Shuang Lv, Chuan Yuan, Xiaodong Shen, Youbo Liu (2023). Missing interpolation model for wind power data based on the improved CEEMDAN method and generative adversarial interpolation network. Global Energy Interconnection.DOI
Zhenyu Huang, Pan Li, Youbo Liu, Zhifang Yang, Xiaohui Wang, Chuan Yuan, Junyong Liu (2023). A dual-timescale dynamics model for evaluating long-term profiles of distributed energy resources under multi-market mechanisms. Journal of Cleaner Production.DOI
Yongdong Chen, Youbo Liu, Junbo Zhao, Gao Qiu, Hang Yin, Zhengbo Li (2023). Physical-assisted multi-agent graph reinforcement learning enabled fast voltage regulation for PV-rich active distribution network. Applied Energy.DOI
Lingtao Li, Yue Xiang, Yongtao Guo, Pingliang Zeng, Weiting Xu, Youbo Liu, Junyong Liu (2023). CO 2 emission coupled power generation mix evolution with flexible energy resources. IET Smart Grid.DOI
Zhenyu Huang, Youbo Liu, Kecun Li, Jichun Liu, Hongjun Gao, Gao Qiu, Xiaodong Shen, Junyong Liu (2023). Evaluating long-term profile of demand response under different market designs: A comparison of scarcity pricing and capacity auction. Energy.DOI
Zetao Wei, Xiaodong Shen, Gao Qiu, Youbo Liu, Junyong Liu (2023). An Integrated Transfer Learning Method for Power Generation Prediction of Run-Off Small Hydropower in Data-Scarce Areas. IEEE Transactions on Smart Grid.DOI
Yunying Qi, Zhehui Dang, Pengcheng Yang, Liwei Dai, Xiao Xu, Youbo Liu (2023). TD3-based Voltage Regulation for Distribution Networks with PV and Energy Storage System.DOI
Peng Chen, Shilong Li, Xinting Yang, Peilin Li, Chenying Shao, Youbo Liu (2023). Enhancing Asset Efficiency of Active Distribution Networks Based on Maximum Power Supply Capacity Analysis.DOI
Hanzheng Xie, Ke Yin, Ziwei Li, Youbo Liu (2023). Stackelberg Game Based Pricing Mechanism for Service Provision of Cloud Energy Storage.DOI
Peilin Li, Shilong Li, Xinting Yang, Peng Chen, Chenying Shao, Youbo Liu (2023). Distributed Energy Storage Configuration for Value-added Services of Distribution Network.DOI
Kecun Li, Youbo Liu, Junyong Liu (2023). Evaluation of Photovoltaic Subsidy Policies: a System Dynamics Approach.DOI
Xiaoyun Deng, Chao Ma, Ke Yin, Ziwei Li, Weiting Xu, Youbo Liu (2023). Multi-Agent Smart Control of Virtual Power Plant Energy Storage in Active Distribution Network.DOI
Kangmin Xie, Jichun Liu, Youbo Liu (2023). A Power System Timing Data Recovery Method Based on Improved VMD and Attention Mechanism Bi-Directional CNN-GRU. Electronics.DOI
Youbo Liu, Tong Su, Gao Qiu, Hongjun Gao, Junyong Liu, Yue Shui (2023). Analytic Deep Learning and Stepwise Integrated Gradients-Based Power System Transient Stability Preventive Control. IEEE Transactions on Power Systems.DOI
Xinghao Du, Jinhao Meng, Jichang Peng, Youbo Liu (2023). A Novel Lithium-Ion Battery Impedance Fast Measurement Method With Enhanced Excitation Signal. IEEE Transactions on Industrial Electronics.DOI
Youbo Liu, Shuyu Gao, Gao Qiu, Tingjian Liu, Lijie Ding, Junyong Liu (2023). A Physics-Informed Action Network for Transient Stability Preventive Control. IEEE Transactions on Power Systems.DOI
Sirui Tang, Ting Li, Youbo Liu, Yunche Su, Yunling Wang, Fang Liu, Shuyu Gao (2022). Optimal Transmission Switching for Short-Circuit Current Limitation Based on Deep Reinforcement Learning. Energies.DOI
Youbo Liu, Hussain Hamoud Al-Kayiem (2022). Preface. Asian Conference on Frontiers of Power and Energy (ACFPE).DOI
Dongchuan Fan, Ruizhe Wang, Haonan Qi, Xiaoyun Deng, Yongdong Chen, Tingjian Liu, Youbo Liu (2022). Edge intelligence enabled optimal scheduling with distributed price-responsive load for regenerative electric boilers. Frontiers in Energy Research.DOI
Guo Yong, Qiuyan Li, Jie Ma, Shaoli Quan, Pengzhe Ren, Zhengbo Li, Youbo Liu (2022). Maximum available capacity evaluation of distribution network considering photovoltaics and electric vehicles. Energy Reports.DOI
Mengqiu Fang, Yue Xiang, Bohan Xu, Tianhao Wang, Pan Li, Youbo Liu, Junyong Liu (2022). Data-Driven Load Pattern Identification Based on R-Vine Copula and Random Forest Method. IEEE Transactions on Industry Applications.DOI
Bohan Xu, Yue Xiang, Junyong Liu, Youbo Liu, Pan Li, Mengqiu Fang, Tianhao Wang (2022). Var-Voltage Control Capability Constrained Economic Scheduling of Integrated Energy Systems. IEEE Transactions on Industry Applications.DOI
Zhongqi Cai, Kun Yang, Yong Chen, Ruixiong Yang, Yanxun Gu, Yu Zeng, Xi Zhang, Sashuang Sun, Sirong Pan, Youbo Liu, Junyong Liu (2022). Multistage Bilevel Planning Model of Energy Storage System in Urban Power Grid Considering Network Reconfiguration. Frontiers in Energy Research.DOI
Youbo Liu, Pengzhe Ren, Junbo Zhao, Tingjian Liu, Zeqi Wang, Zao Tang, Junyong Liu (2022). Real-Time Topology Estimation for Active Distribution System Using Graph-Bank Tracking Bayesian Networks. IEEE Transactions on Industrial Informatics.DOI
Youbo Liu, Mingjuan Wang, Xi Zhang, Jiajun Duan, Hongjun Gao, Junyong Liu (2022). Kriging surrogate model enabled heuristic algorithm for coordinated Volt/Var management in active distribution networks. Electric Power Systems Research.DOI
Yang Liu, Yunche Su, Ting Li, Yunling Wang, Wei Chen, Jiawei Liu, Youbo Liu (2022). Market-oriented transmission network expansion planning with consideration of wet and dry characteristics of hydropower. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Xi Zhang, Youbo Liu, Yu Zeng, Gang Wu, Junyong Liu (2022). Prosumer‐centric energy storage system and high voltage distribution network topology Co‐optimisation for urban grid congestion management. IET Smart Grid.DOI
Tianxiang Wang, Youbo Liu, Gao Qiu, Lijie Ding, Wei Wei, Junyong Liu (2022). Deep learning-driven evolutionary algorithm for power system voltage stability control. Energy Reports.DOI
Xi Zhang, Youbo Liu, Junbo Zhao, Junyong Liu, Mert Korkali, Xiao Chen (2022). Short‐circuit current constrained unit commitment and transmission switching model for improving renewable integration: An MILP formulation. IET Generation Transmission & Distribution.DOI
Jiang Liu, Youbo Liu, Gao Qiu, Xiao Shao (2022). Learning-Aided Optimal Power Flow Based Fast Total Transfer Capability Calculation. Energies.DOI
Xueqin Amy Liu, Kunyu Zuo, Junyong Liu, Javier López-Lorente, Youbo Liu, Neil Johnston, David John Morrow (2022). Simultaneous Estimation of Behind-the-Meter Solar and Wind Power at the Bulk Supply Point. IEEE Access.DOI
Hongjun Gao, Jiayi Wang, Youbo Liu, Lingfeng Wang, Junyong Liu (2021). An Improved ADMM-Based Distributed Optimal Operation Model of AC/DC Hybrid Distribution Network Considering Wind Power Uncertainties. Ieee Systems Journal, Vol. 150, No. 20.DOI
Gao Qiu, Youbo Liu, Junyong Liu, Lingfeng Wang, Tingjian Liu, Hongjun Gao, Shafqat Jawad (2021). Surrogate‐assisted optimal re‐dispatch control for risk‐aware regulation of dynamic total transfer capability. IET Generation Transmission & Distribution.DOI
Xiaodi Wang, Youbo Liu, Junbo Zhao, Junyong Liu (2021). A Hybrid Agent-based Model Predictive Control Scheme for Smart Community Energy System with Uncertain DGs and Loads. Journal of Modern Power Systems and Clean Energy.DOI
Xi Zhang, Weiqi Hua, Youbo Liu, Jiajun Duan, Zhiyuan Tang, Junyong Liu (2021). Reinforcement learning for active distribution network planning based on Monte Carlo tree search. International Journal of Electrical Power & Energy Systems.DOI
Fei Xue, Hongqiang Li, Jili Wang, Gao Qiu, Junyong Liu, Youbo Liu, Tingjian Liu, Tianxiang Wang (2021). A Deep Reinforcement Learning-Based Real-Time Control for Transfer Limits of Critical Inter-Corridors. International Conference on Electronics and Electrical Engineering Technology (EEET).DOI
Fang Liu, Yunche Su, Jing Gou, Chen Li, Weiting Xu, Youbo Liu (2021). A Bi-level transmission expansion planning model considering the electricity market. International Conference on Electrical Engineering and Control Technologies (CEECT).DOI
Yuhang Ma, Yuan Huang, Gang Wu, Junyong Liu, Yang Liu, Yue Xiang, Youbo Liu, Zao Tang (2021). Decentralized monthly generation scheduling of cascade hydropower plants in multiple time scale markets. International Journal of Electrical Power & Energy Systems.DOI
Hang Song, Youbo Liu, Junbo Zhao, Junyong Liu, Gang Wu (2021). Prioritized Replay Dueling DDQN Based Grid-Edge Control of Community Energy Storage System. IEEE Transactions on Smart Grid.DOI
Bohan Xu, Yue Xiang, Pan Li, Mengqiu Fang, Junyong Liu, Youbo Liu, Tianhao Wang (2021). Agent-Based Optimal Cooperative Operation of Multi-energy System. IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).DOI
Mengqiu Fang, Yue Xiang, Pan Li, Bohan Xu, Youbo Liu, Junyong Liu, Tianhao Wang (2021). Data-Driven Load Pattern Identification. IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).DOI
Xi Zhang, Youbo Liu, Jiajun Duan, Gao Qiu, Tingjian Liu, Junyong Liu (2021). DDPG-Based Multi-Agent Framework for SVC Tuning in Urban Power Grid With Renewable Energy Resources. IEEE Transactions on Power Systems.DOI
Wentao Zhou, Ning Zhang, Zhenbo Cao, Yi Chen, Mingjuan Wang, Youbo Liu (2021). Voltage Regulation Based on Deep Reinforcement Learning Algorithm in Distribution Network with Energy Storage System. International Conference on Energy, Electrical and Power Engineering (CEEPE).DOI
Tong Su, Youbo Liu, Junbo Zhao, Junyong Liu (2021). Deep Belief Network Enabled Surrogate Modeling for Fast Preventive Control of Power System Transient Stability. IEEE Transactions on Industrial Informatics.DOI
Jing Gou, Ao Li, Yunkai Lei, Yunche Su, Yin Liu, Youbo Liu, Fuyang Wang (2021). Collaborative expansion planning for power grid and generators enabling flexibility enhancement. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Weiting Xu, Wentao Zhang, Fang Liu, Jing Gou, Yunche Su, Youbo Liu, Chenlin Ji (2021). Research on Source-Load Coordination Improving the Flexibility of Power System with High Proportional Wind Power. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Jing Ren, Xue Chen, Shuanbao Niu, Xiaowei Ma, Xiaodong Zhang, Gao Qiu, Tianxiang Wang, Youbo Liu (2021). A learning-assisted dynamic security enabled operational planning with transferable load. Asia Conference on Power and Electrical Engineering (ACPEE).DOI
Xiaodi Wang, Youbo Liu, Junbo Zhao, Chang Liu, Junyong Liu, Jinyue Yan (2021). Surrogate model enabled deep reinforcement learning for hybrid energy community operation. Applied Energy.DOI
Gao Qiu, Youbo Liu, Junbo Zhao, Junyong Liu, Chi Yung Chung (2021). Hybrid Deep Learning for Dynamic Total Transfer Capability Control. IEEE Transactions on Power Systems.DOI
Shuaijia He, Hongjun Gao, Hao Tian, Lingfeng Wang, Youbo Liu, Junyong Liu (2021). A Two-stage Robust Optimal Allocation Model of Distributed Generation Considering Capacity Curve and Real-time Price Based Demand Response. Journal of Modern Power Systems and Clean Energy.DOI
Hongjun Gao, Lei Zhong, Cheng Wang, Lingzhu Zhang, Shafqat Jawad, Youbo Liu, Junyong Liu (2021). Interactive game based peak shaving management in the AC/DC hybrid distribution network. CSEE Journal of Power and Energy Systems.DOI
Juhua Hong, LI Jin-bo, Linyao Zhang, Xianan Huang, Xiazhe Tu, Youbo Liu (2020). The Application of Blockchain for the Management of Engineering Projects in Power System. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Jing Ren, Xiaowei Ma, Youbo Liu, Xiaodi Wang (2020). Peak Regulation Market Design for End-users in the Presence of Load Aggregators. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Yuan Huang, Ying Yang, Youbo Liu, Junyong Liu, Mengpin Gao, Chenxi Yang (2020). Study on the Configuration of Clean Energy Substitution for APU in Green Airport. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Lili Wang, Qiuyan Li, Jie Ma, Guo Xinzhi -, Tong Su, Youbo Liu (2020). Deep Learning Driven Rolling Evaluation and Optimization Method of Distribution Network Asset Utilization Efficiency. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Hongjun Gao, Youbo Liu, Zhenyu Liu, Song Xu, Renjun Wang, Enmin Xiang, Jie Yang, Mohan Qi, Yinbo Zhao, Hongjin Pan, Wang Ma (2020). Optimal Planning of Distribution Network Based on K-means Clustering. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Jie Yang, Hongjun Gao, Shengyong Ye, Lin Lv, Youbo Liu, Junyong Liu (2020). Applying multiple types of demand response to optimal day‐ahead stochastic scheduling in the distribution network. IET Generation Transmission & Distribution.DOI
Chang Liu, Xiaodi Wang, Yuan Huang, Youbo Liu, Ran Li, Li Yang, Junyong Liu (2020). A Moving Shape-based Robust Fuzzy K-modes Clustering Algorithm for Electricity Profiles. Electric Power Systems Research.DOI
Xiaodi Wang, Youbo Liu, Lixiong Xu, Junyong Liu, Hongjian Sun (2020). A chance-constrained stochastic model predictive control for building integrated with renewable resources. Electric Power Systems Research.DOI
Runqi Deng, Yue Xiang, Da Huo, Youbo Liu, Yuan Huang, Cheng Huang, Junyong Liu (2020). Exploring flexibility of electric vehicle aggregators as energy reserve. Electric Power Systems Research.DOI
Hongjun Gao, Song Xu, Youbo Liu, Lingfeng Wang, Yingmeng Xiang, Junyong Liu (2020). Decentralized optimal operation model for cooperative microgrids considering renewable energy uncertainties. Applied Energy.DOI
Tong Su, Youbo Liu, Junbo Zhao, Junyong Liu (2020). Probabilistic Stacked Denoising Autoencoder for Power System Transient Stability Prediction With Wind Farms. IEEE Transactions on Power Systems.DOI
Gao Qiu, Youbo Liu, Junbo Zhao, Junyong Liu, Lingfeng Wang, Tingjian Liu, Hongjun Gao (2020). Analytic Deep Learning-Based Surrogate Model for Operational Planning With Dynamic TTC Constraints. IEEE Transactions on Power Systems.DOI
Chunqi Zhou, Yue Xiang, Yuan Huang, Xiangyu Wei, Youbo Liu, Junyong Liu (2020). Economic analysis of auxiliary service by V2G: City comparison cases. Energy Reports.DOI
Fang Liu, Jing Gou, Ting Li, Yunling Wang, Yunkai Lei, Youbo Liu, Fuyang Wang (2020). Bi-level Collaborative Expansion Planning for Power Grid and Plants Considering Operational Flexibility. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Jing Ren, Xiaowei Ma, Xiaodong Zhang, Tingting Guo, Youbo Liu (2020). Joint Optimal Deep Peak Regulation of Renewable-rich Power System with Responsive Load Heating Storage Enabled CHP and Flexible Thermal Llants. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Youbo Liu, Hang Yin, Qiang Li, Mingjuan Wang, Hongjun Gao, Junyong Liu (2020). Distributed Optimal Operation of AC/DC Hybrid Distribution Network Considering Wind Power Uncertainty. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Jie Ma, Lili Wang, Qiuyan Li, Haozheng Yu, Youbo Liu, Zao Tang (2020). A Data-Driven Approach for Fast Reliability Calculation Under a Given Investment Strategy. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Hang Yin, Youbo Liu, Qiang Li, Xianglong Liu, Hongjun Gao, Junyong Liu (2020). Optimal Configuration for Power Electronic Transformer Ports Considering the Optimization of Transfer Paths. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Gao Qiu, Youbo Liu, Junyong Liu, Lixiong Xu (2020). Deep Learning Based TTC Predictor for Power Systems with Wind Energy Integration. IEEE PES Innovative Smart Grid Technologies Europe.DOI
Tingting Guo, Yuwei Zhu, Youbo Liu, Chenghong Gu, Junyong Liu (2020). Two‐stage optimal MPC for hybrid energy storage operation to enable smooth wind power integration. IET Renewable Power Generation.DOI
Jiang Liu, Youbo Liu, Gao Qiu, Yujia Gu, Hongqiang Li, Junyong Liu (2020). Deep-Q-Network-Based Intelligent Reschedule for Power System Operational Planning. IEEE PES Asia-Pacific Power and Energy Engineering Conference.DOI
Ming He, Jian Gao, Jie Wu, Xiangxi Duan, Shilin Feng, Tong Su, Youbo Liu (2020). Data Driven Surrogate Model Based Operation Quality Optimization Algorithm of Urban Transmission Network. IEEE PES Asia-Pacific Power and Energy Engineering Conference.DOI
Liang Zhao, Youbo Liu, Junbo Zhao, Yingchen Y.C. Zhang, Lixiong Xu, Yue Xiang, Junyong Liu (2020). Robust PCA-deep belief network surrogate model for distribution system topology identification with DERs. International Journal of Electrical Power & Energy Systems.DOI
Xiaodi Wang, Youbo Liu, Junyong Liu (2020). Energy Management for Coordinated Energy Hubs: From a Transaction Perspective. IEEE Power & Energy Society General Meeting (PESGM).DOI
Hang Yin, Qiang Li, Youbo Liu, Xianglong Liu, Yue Xiang, Junyong Liu (2020). Power flow calculation for a distribution system with multi-port PETs:an improved AC-DC decoupling iterative method. Global Energy Interconnection.DOI
Zao Tang, Junyong Liu, Youbo Liu, Lixiong Xu (2020). Stochastic reserve scheduling of energy storage system in energy and reserve markets. International Journal of Electrical Power & Energy Systems.DOI
Hang Yin, Youbo Liu, Qiang Li, Xianglong Liu, Hongjun Gao, Junyong Liu (2020). Power Flow Calculation for Distribution System with Multi-port PETs An Improved AC/DC Decoupling Iterative Method. IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia).DOI
Hebin Ruan, Hongjun Gao, Youbo Liu, Lingfeng Wang, Junyong Liu (2020). Distributed Voltage Control in Active Distribution Network Considering Renewable Energy: A Novel Network Partitioning Method. IEEE Transactions on Power Systems.DOI
Hongjun Gao, Zhenyu Liu, Youbo Liu, Lingfeng Wang, Junyong Liu (2020). A data-driven distributionally robust operation model for urban integrated energy system. CSEE Journal of Power and Energy Systems.DOI
Xiaodi Wang, Youbo Liu, Chang Liu, Junyong Liu (2020). Coordinating energy management for multiple energy hubs: From a transaction perspective. International Journal of Electrical Power & Energy Systems.DOI
Chenlin Ji, Youbo Liu, Lin Lyu, Xuecheng Li, Chang Liu, Yuxiang Peng, Yue Xiang (2020). A Personalized Fast-Charging Navigation Strategy Based on Mutual Effect of Dynamic Queuing. IEEE Transactions on Industry Applications.DOI
Tingjian Liu, Youbo Liu, Junyong Liu, Lingfeng Wang, Lixiong Xu, Gao Qiu, Hongjun Gao (2020). A Bayesian Learning Based Scheme for Online Dynamic Security Assessment and Preventive Control. IEEE Transactions on Power Systems.DOI
Xuecheng Li, Yue Xiang, Lin Lyu, Chenlin Ji, Qian Zhang, Fei Teng, Youbo Liu (2020). Price Incentive-Based Charging Navigation Strategy for Electric Vehicles. IEEE Transactions on Industry Applications.DOI
Hongjun Gao, Renjun Wang, Youbo Liu, Lingfeng Wang, Yingmeng Xiang, Junyong Liu (2020). Data‐driven distributionally robust joint planning of distributed energy resources in active distribution network. IET Generation Transmission & Distribution.DOI
Chenlin Ji, Qiming Yang, Ning Nan, Youbo Liu, Lin Lyu (2020). Mitigating Downward Reserve Deficiency of Power System via Coordinating EV Demand Response at Valley Period. IEEE Access.DOI
Xiaodi Wang, Youbo Liu, Junyong Liu, Youwei Jia, Yue Xiang (2019). Thermally controllable demand response with multiple load aggregators. Electric Power Systems Research.DOI
Youbo Liu, Mingjuan Wang, Xianglong Liu, Yue Xiang (2019). Evaluating investment strategies for distribution networks based on yardstick competition and DEA. Electric Power Systems Research.DOI
Youbo Liu, Junyong Liu, Xiaodi Wang, Hongjun Gao (2019). Bi-level Demand Response Scheme in the Presence of Aggregators with Thermally Responsive Loads. IEEE Innovative Smart Grid Technologies-Asia.DOI
Gao Qiu, Junyong Liu, Youbo Liu, Tingjian Liu, Gang Mu (2019). Ensemble Learning for Power Systems TTC Prediction With Wind Farms. IEEE Access.DOI
Xizhang Xizhang, Youbo liu, Xinran Yang, Fangfang Liu, Chengzhi Zhu, Yiyang Yao (2019). Optimal Locating and Sizing the Energy Storage System Considering the Reconfigurability of the High Voltage Distribution Network in Urban Grids. IEEE Innovative Smart Grid Technologies-Asia.DOI
Xi Zhang, Youbo Liu, Hongjun Gao, Lingfeng Wang, Junyong Liu (2019). A Bi-Level Corrective Line Switching Model for Urban Power Grid Congestion Mitigation. IEEE Transactions on Power Systems.DOI
Wang Mingjuan, Youbo Liu, Junyong Liu, Yuxuan Tao, Weiting Xu, Jing Gou (2019). Mobile Energy Storage Scheduling for AC-DC Microgrids Enabling Low-carbon Airport. IEEE PES Asia-Pacific Power and Energy Engineering Conference.DOI
Ming He, Xiaopeng Li, Shilong Li, Rongsen Luo, Xiangxi Duan, Hang Yin, Youbo Liu (2019). Quality Evaluation Method for Coordination of Power Grid Development Considering Diversity of Generation-Demand Pattern. IEEE PES Asia-Pacific Power and Energy Engineering Conference.DOI
Chang Liu, Gang Chen, Yang Huang, Tingting Guo, Youbo Liu, Junyong Liu (2019). Determining deep peak-regulation reserve for power system with high-share of renewable energy based on virtual energy storage. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Xi Zhang, Xinran Yang, Youbo Liu, Junyong Liu, Qing Wang, Liang Zhao (2019). Elastic Operation of High Voltage Distribution Network for Urban Power Grid Robust Restoration Under Physical Attacks. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Kunyu Zuo, Youbo Liu, Xueqin Amy Liu, Junyong Liu, Hang Yin (2019). Approach to Identifying Behind-The-Meter Wind Power: A Case Study in Northern Ireland. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Xianglong Liu, Youbo Liu, Hang Yin, Zhiyu Yang (2019). Optimal Planning of AC/DC hybrid system with Renewable Generations: An Expansion Planning Modle. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Xuetong Ouyang, Ao Li, Weiting Xu, Jing Gou, Ting Li, Youbo Liu (2019). Long-term Demand Forecasting in Sichuan Province in the Presence of Electricity Transaction. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Yunche Su, Mi Zhu, Ying Liu, Fang Liu, Quan Tang, Youbo Liu (2019). Expansion Planning of Transmission Grid Considering Congestion Surplus. IEEE Sustainable Power and Energy Conference (iSPEC).DOI
Tingting Guo, Youbo Liu, Junbo Zhao, Yuwei Zhu, Junyong Liu (2019). A dynamic wavelet-based robust wind power smoothing approach using hybrid energy storage system. International Journal of Electrical Power & Energy Systems.DOI
Xianglong Liu, Youbo Liu (2019). Optimal planning of AC-DC hybrid transmission and distributed energy resource system: Review and prospects. CSEE Journal of Power and Energy Systems.DOI
Zao Tang, Junyong Liu, Yafei Yang, Lei Wu, Youbo Liu, Jichun Liu (2019). Tight Mixed-Integer Linear Programming Formulation for Energy Storage Assets in NCUC Problem. IEEE Power & Energy Society General Meeting (PESGM).DOI
Zao Tang, Junyong Liu, Youbo Liu, Yuan Huang, Shafqat Jawad (2019). Risk awareness enabled sizing approach for hybrid energy storage system in distribution network. IET Generation Transmission & Distribution.DOI
Youbo Liu, Xi Zhang, Hongjun Gao, Chengzhi Zhu, Yiyang Yao (2019). Data-driven Heuristic Optimization to Manage Congestion of Urban Power Grid. IEEE Innovative Smart Grid Technologies-Asia.DOI
Youbo Liu, Yue Xiang, Zao Tang, Mingjuan Wang, Quan Tang, Weiting Xu (2019). Sizing Approach of Distributed Energy Storage System in the Presence of Aggregators. IEEE Innovative Smart Grid Technologies-Asia.DOI
Xianglong Liu, Youbo Liu, Junyong Liu, Xi Zhang (2018). Coordinating voltage regulation for an AC–DC hybrid distribution network with multiple SSTs. The Journal of Engineering.DOI
Qian Xiong, Yong Li, Hai Peng, Xi Zhang, Youbo Liu, Xianglong Liu (2018). Alleviating congestion of hybrid urban grid by VSC‐control and AC‐line switching. The Journal of Engineering.DOI
Yue Xiang, Shuai Hu, Youbo Liu, Xin Zhang, Junyong Liu (2018). Electric vehicles in smart grid: a survey on charging load modelling. IET Smart Grid.DOI
Jun Xiong, Zhixuan Liu, Yue Xiang, Yanxin Chai, Junyong Liu, Youbo Liu (2018). An Investment Decision Model of Distribution Network Planning Based on Correlation Mining of Reconstruction Measures and Loss Load Index. IOP Conference Series Materials Science and Engineering.DOI
Xi Zhang, Youbo Liu, Junyong Liu, Lin Lv, Xinran Yang, Chengzhi Zhu (2018). HVDN Line Switching for Alleviating Transmission Congestion with the Integration of Electric Vehicles and Wind Farms. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Qian Xiong, Fangfang Liu, Lin Lv, Youbo Liu, Yong Li, Chengzhi Zhu (2018). Urban Power Grids Dynamic Control Model With Photovoltaic and Electric Vehicles. China International Conference on Electricity Distribution (CICED).DOI
Xinran Yang, Lin Lü, Youbo Liu, Qian Xiong, Yong Li, Yiyang Yao (2018). Probabilistic Evaluation of Urban Transmission Security Margin Considering Flexible HVDN Topological Structure. China International Conference on Electricity Distribution (CICED).DOI
Youbo Liu, Junbo Zhao, Lixiong Xu, Tingjian Liu, Gao Qiu, Junyong Liu (2018). Online TTC Estimation Using Nonparametric Analytics Considering Wind Power Integration. IEEE Transactions on Power Systems.DOI
Youbo Liu, Kunyu Zuo, Xueqin Amy Liu, Junyong Liu, Jason M. Kennedy (2018). Dynamic pricing for decentralized energy trading in micro-grids. Applied Energy.DOI
Youbo Liu, Yunche Su, Yue Xiang, Junyong Liu, Lingfeng Wang, Weiting Xu (2018). Operational Reliability Assessment for Gas-Electric Integrated Distribution Feeders. IEEE Transactions on Smart Grid.DOI
Juhua Hong, Yue Xiang, Youbo Liu, Junyong Liu, Ran Li, Furong Li, Gou Jing (2018). Development of EV charging templates: an improved K‐prototypes method. IET Generation Transmission & Distribution.DOI
Yue Xiang, Zipeng Liu, Jichun Liu, Youbo Liu, Chenghong Gu (2018). Integrated traffic-power simulation framework for electric vehicle charging stations based on cellular automaton. Journal of Modern Power Systems and Clean Energy.DOI
Youbo Liu, Yue Xiang, Yangyang Tan, Bin Wang, Junyong Liu, Zhiyu Yang (2018). Optimal Allocation Model for EV Charging Stations Coordinating Investor and User Benefits. IEEE Access.DOI
Yang Liu, Yang Liu, Youbo Liu, Youbo Liu, Junyong Liu, Maozhen Li, Tingjian Liu, Gareth Anthony Taylor, Kunyu Zuo (2017). A MapReduce Based High Performance Neural Network in Enabling Fast Stability Assessment of Power Systems. Mathematical Problems in Engineering.DOI
Youbo Liu, Yuwei Zhu, Weiting Xu, Jing Gou, Yue Xiang, Junyong Liu (2017). Dynamic wavelet decomposition based multi-objective operation model for HESS enabling wind power output smoothing. Energy Procedia.DOI
Qian Xiong, Yong Li, Hai Peng, Shichao Ning, Shuoya Tang, Youbo Liu (2017). Load transfer optimizer for high-voltage distribution network enabling high penetration of wind energy. IEEE Conference on Energy Internet and Energy System Integration (EI2).DOI
Yi Zhang, Bin Chen, Yue Xiang, Wei Yang, Junyong Liu, Youbo Liu (2017). Long-term charging demand modeling and analysis. IEEE Electrical Power and Energy Conference (EPEC).DOI
Chengjia Zhang, Junyong Liu, Yue Xiang, Youbo Liu, Tingjian Liu, Yi Zhang (2017). A coordinated charging strategy for electric vehicle considering three-phase load unbalance. IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific).DOI
Jing Gou, Youbo Liu, Junyong Liu, Gareth Anthony Taylor, Mohsen Mohammadi Alamuti (2017). Novel pair‐wise relative energy function for transient stability analysis and real‐time emergency control. IET Generation Transmission & Distribution.DOI
Yunche Su, Junyong Liu, Youbo Liu, Gareth Anthony Taylor (2017). A novel demand transition procedure for outage risk reduction in distribution networks. IEEE Power & Energy Society General Meeting (PESGM).DOI
Honghao Wu, Junyong Liu, Youbo Liu, Gao Qiu, Gareth Anthony Taylor (2017). Power system transmission line fault diagnosis based on combined data analytics. IEEE Power & Energy Society General Meeting (PESGM).DOI
Youbo Liu, Junyong Liu, Gareth Anthony Taylor, Ting-jian Liu, Jing Gou, Xi Zhang (2016). Situational awareness architecture for smart grids developed in accordance with dispatcher’s thought process: a review. Frontiers of Information Technology & Electronic Engineering.DOI
Hongjun Gao, Junyong Liu, Lingfeng Wang, Youbo Liu (2016). Cutting planes based relaxed optimal power flow in active distribution systems. Electric Power Systems Research.DOI
Zao Tang, Youbo Liu, Junyong Liu, Ran Li, Lili Wen, Guofang ZHANG (2016). Multi-stage sizing approach for development of utility-scale BESS considering dynamic growth of distributed photovoltaic connection. Journal of Modern Power Systems and Clean Energy.DOI
Chuang Deng, Junyong Liu, Youbo Liu, Zhen Yu (2016). A fuzzy comprehensive evaluation for metropolitan power grid risk assessment. International Conference on Smart Grid and Clean Energy Technologies.DOI
Tingjian Liu, Youbo Liu, Junyong Liu, Yue Quan Yang, Gareth Anthony Taylor, Zhengwen Huang (2016). Multi-indicator inference scheme for fuzzy assessment of power system transient stability. CSEE Journal of Power and Energy Systems.DOI
Youbo Liu, Zhuoyi Li, Yue Quan Yang, Junyong Liu (2016). A novel on-line identification for Thevenin equivalent parameters of power system regarding persistent disturbance condition. China International Conference on Electricity Distribution (CICED).DOI
Chuang Deng, Youbo Liu, Yangyang Tan, Junyong Liu (2016). The power system risk assessment under rainfall weather and subsequent geological disasters. China International Conference on Electricity Distribution (CICED).DOI
Youbo Liu, Yang Liu, Junyong Liu, Maozhen Li, Junyong Liu, Maozhen Li, Zhibo Ma, Gareth Anthony Taylor (2016). High-performance predictor for critical unstable generators based on scalable parallelized neural networks. Journal of Modern Power Systems and Clean Energy.DOI
Yue Xiang, Junyong Liu, Furong Li, Yong Liu, Youbo Liu, Rui Xu, Yunche Su, Lei Ding (2016). Optimal Active Distribution Network Planning: A Review. Electric Power Components and Systems.DOI
Yue Xiang, Youbo Liu, Junyong Liu, Wei Yang (2016). A Chance-constrained Optimization Model for Determining Renewables Penetration Limit in Power Systems. Electric Power Components and Systems.DOI
Youbo Liu, Tingjian Liu, Yue Xiang, Jing Gou, Junyong Liu (2016). Estimating TTC for wind farm integrated power systems based on nonparametric regression analytics. IEEE Power and Energy Society General Meeting (PESGM).DOI
Hongjun Gao, Junyong Liu, Youbo Liu, Zhenbo Wei, Shan Huang, Fang Zhang, Xia Li (2015). A robust model for multistage distribution network planning. International Symposium on Smart Electric Distribution Systems and Technologies (EDST).DOI
Youbo Liu, Su Diao, Jing Gou, Junyong Liu, Gareth Anthony Taylor (2015). Power system blackout model embedded with AC power flow and time-varying operational states. International Universities Power Engineering Conference (UPEC).DOI
Youbo Liu, Hongjun Gao, Junyong Liu, Zhao Ma, Jinxiang Chen, Yang Yang (2015). Multi-agent based hierarchical power scheduling strategy for active distribution network. International Symposium on Smart Electric Distribution Systems and Technologies (EDST).DOI
Wei Yang, Hao Zhou, Junyong Liu, Songling Dai, Zhao Ma, Youbo Liu (2015). Market evolution modeling for electric vehicles based on system dynamics and multi-agents. International Symposium on Smart Electric Distribution Systems and Technologies (EDST).DOI
Tingjian Liu, Youbo Liu, Junyong Liu, Jing Gou, Gareth Anthony Taylor, Maozhen Li (2015). Transient stability awareness based on regression analysis of stability margins. International Universities Power Engineering Conference (UPEC).DOI
Christopher S. Saunders, Mohsen Mohammadi Alamuti, Gareth Anthony Taylor, Youbo Liu, Jing Gou, Junyong Liu (2015). Utilizing generator pair-wise potential energy functions for critical generator estimation. IEEE Power & Energy Society General Meeting (PESGM).DOI
Youbo Liu, Yang Liu, Junyong Liu, Christopher S. Saunders, Gareth Anthony Taylor, Bazargan Masoud, Wuxing Liang (2014). A cloud computing framework for cascading failure simulation and analysis of large-scale transmission systems. International Conference on Power System Technology (POWERCON).DOI
Bo Lin, Lin Lv, Liu Junyong, Youbo Liu, Zhao Wei, Tian Jun-Jie (2014). An identification method for critical low frequency oscillation mode based on inter-area oscillation relevant generator contribution factor. International Conference on Power System Technology (POWERCON).DOI
Jing Gou, Junyong Liu, Gareth Anthony Taylor, Christopher S. Saunders, Youbo Liu (2014). Complexity analysis of power system energy flow. International Conference on Power System Technology (POWERCON).DOI
Wei Hsuin Yang, Junyong Liu, Youbo Liu, Songling Dai (2014). Multi-agent based simulation architecture for distribution system regarding PEVs. International Conference on Power System Technology (POWERCON).DOI
Mohsen Mohammadi Alamuti, Ronak Rabbani, Shadi Khaleghi Kerahroudi, Gareth Anthony Taylor, Youbo Liu, Junyong Liu (2014). A critical evaluation of the application of HVDC supplementary control for system stability improvement. International Conference on Power System Technology (POWERCON).DOI
Tingjian Liu, Liu Junyong, Youbo Liu, Yang Jia-shi, Yaqi Ni (2014). Multi-performance criterion evaluation for severe disturbance screening regarding transient impacts. International Conference on Power System Technology (POWERCON).DOI
Christopher S. Saunders, Gareth Anthony Taylor, Youbo Liu, Junyong Liu (2014). Analyzing the impacts of data quality and availability on system stability analysis using single machine equivalents. International Universities Power Engineering Conference (UPEC).DOI
Zhaoou Song, Junyong Liu, Youbo Liu, Masoud Bazargan, Wuxing Liang (2013). A Method for the Design of UFLS Scheme with Dynamic Correction. Energy and Power Engineering.DOI
Xing Tang, Lin Lv, Youbo Liu, Yue Xiang, Lingzhu Zhang (2012). Researches on Electric Vehicles Access in Demonstration District Considering Network Losses. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Wei Ma, Lin Lv, Junyong Liu, Jiyu Deng, Youbo Liu, Masoud Bazargan (2012). A Research on Power System Adaptive Load Shedding Based on WAMS Assisted Prediction. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Youbo Liu (2012). Research on development of new interruptible load with renewable energy access. Power System Protection and Control.
Youbo Liu, Junyong Liu, Weiting Xu, Gareth Anthony Taylor (2011). Vulnerability analysis of power grid considering the different stages with faults evolution.DOI
Limin Liu, Junyong Liu, Youbo Liu, Jun Li (2011). Complex Network Characteristic of Power System Based on Energy Information in the Steady Transition Process. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Youbo Liu (2011). Research on Optimization of Electric Power System Load-shedding Based on WAMS Prediction. East China Electric Power.
Youbo Liu (2011). Review of wind power development and dispatching experience in the UK. Dianli kexue yu jishu xuebao.
Wei Wu, Junyong Liu, Youbo Liu, Yong Gang Tang (2010). Revolution brought by DER to intelligent marketing.
Junyu Yao, Junyong Liu, Youbo Liu, Weiting Xu, Yan Zhao, Lei Li (2010). Research on optimization of trading for different objective in Shanghai power grid considering demand side participation.
Weiting Xu, Junyong Liu, Mai He, Youbo Liu, Jianming Zhang (2010). Notice of Retraction: A Matching Model of the Direct Power Transaction Based on the Bilateral Patterns. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Youbo Liu, Junyong Liu, Lifeng Tian, Zhu Kang (2009). Pareto Improvement of Large Customer Direct Power-Purchase by Use of Multi-Objective Optimization. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
Qi Zeng, ,-Liu-You Bo, ,-Ma Chao, ,-Zhong Jun, ,-Liu Xing, Zeng Qi, Youbo Liu, Zi-Wei Li, Chao Ma, Jun-Fang Zhong, Xing Liu. Design and Analysis of 5G/6G Power Internet-of-thing Communications With High-reliability and Low-latency for Supporting New Type Power Systems.
预印本
Xi Liu, Youbo Liu, Yongdong Chen, Zhiyuan Tang, Hongjun Gao (2026). Leader-Follower Safe Reinforcement Learning Enabled Fair Operational Security Regulation for Active Distribution Networks. SSRN Electronic Journal.DOI
XP Du, Haochen Gong, Sashuang Sun, Yuben Tang, Jianrong He, Youbo Liu (2026). Balancing Inter-Temporal Physical Compliance and Cross-Market Profit: A Multi-TimeScale Sequential Decision Framework for Wind-Storage Systems. SSRN Electronic Journal.DOI
Youbo Liu, XP Du, Yongdong Chen, Mengfu Tu, Yue Leng (2026). Risk-Averse Distributional Deep Reinforcement Learning for Strategic Bidding of Renewable-Storage System in Joint Energy-Ancillary Markets. SSRN Electronic Journal.DOI
Hang Yin, Zirong Xu, Ji'ang Liu, Xiao Liu, Youbo Liu (2026). An autonomous decomposition strategy for fairness-aware edge control of multi-area EV charging loads under feeder constraints. SSRN Electronic Journal.DOI
Qiu, Gao, Haojin Peng, Youbo Liu, Tingjian Liu, Junyong Liu (2024). Renewable energy exporting consumption-oriented transfer limit switching control: A unsupervised learning-based method. arXiv (Cornell University).DOI
Yi Liu, Xiao Xu, Youbo Liu, Junyong Liu, Weihao Hu, Nan Yang, Shafqat Jawad, Zhaobin Wei (2023). Adaptive Admm-Based Decentralized Optimal Energy Management for Rural Electrification. SSRN Electronic Journal.DOI
J.C. Liu, J.C. Liu, Jianhua Li, junyong liu, junyong liu, Youbo Liu (2023). Two–Layer Optimization Model of Time-of-Use Transmission Pricing Based on the Clearing of Spot Markets at Both Ends. SSRN Electronic Journal.DOI