文章

• 2024年
• Z. Wu, A. Li, Q. Sun, S. Zheng, J. Zhao, P. Liu, et al. Multistage reliability-constrained stochastic planning of diamond distribution network: An approximate dynamic programming approach，International Journal of Electrical Power & Energy Systems 2024 Vol. 156 Pages 109701
• X. Zhang, Z. Wu, Q. Sun, W. Gu, etal. Application and progress of artificial intelligence technology in the field of distribution network voltage Control：A review, Renewable and Sustainable Energy Reviews, early access
• L. Abbas, Z. Wu, Multi-objective Multi-period Optimal Site and Size of Distributed Generation along with Network Reconfiguration, IET Renewable Power Generation, early access
• Q. Sun, Z. Wu, W. Gu, X. P. Zhang, Y. Lu, P. Liu, et al. Resilience Assessment for Integrated Energy System Considering Gas-Thermal Inertia and System Interdependency, IEEE Transactions on Smart Grid, early access

2023年

• P. Liu, Z. Wu, W. Gu, Y. Lu, Y. Ye and G. Strbac. Spatial Branching for Conic Non-Convexities in Optimal Electricity-Gas Flow, IEEE Transactions on Power Systems 2023 Vol. 38 Issue 1 Pages 972-975
• Q. Sun, Z. Wu, W. Gu, P. Liu, J. Wang, Y. Lu, et al. Multi-stage Co-planning Model for Power Distribution System and Hydrogen Energy System Under Uncertainties, Journal of Modern Power Systems and Clean Energy 2023 Vol. 11 Issue 1 Pages 80-93
• Q. Sun, Z. Wu, W. Gu, X. P. Zhang, P. Liu, G. Pan, et al. Tri-Level Multi-Energy System Planning Method for Zero Energy Buildings Considering Long- and Short-Term Uncertainties, IEEE Transactions on Sustainable Energy 2023 Vol. 14 Issue 1 Pages 339-355
• L. Wang, M. Rayati, M. Bozorg, R. Cherkaoui, Z. Wu and W. Gu,Hierarchical electricity-carbon trading for regional virtual federated prosumers, Electric Power Systems Research 2023 Vol. 217 Pages 109160
• Z. Wu, Y. Q. Li, W. Gu, et al.Multi-timescale voltage control for distribution system based on multi-agent deep reinforcement learning, International Journal of Electrical Power & Energy Systems 2023 Vol. 147
• 吴志, 李广焕, 张小平, 郑舒 ,周苏洋,基于单端口耦合等值的配电网静态电压稳定指标分析及应用, 电力系统自动化 2023 Vol. 47 Issue 23 Pages 44-54
• L. Wang, Z. Wu, S. Lu, H. Qiu and W. Gu, Discrimination-Based Double Auction for Maximizing Social Welfare in the Electricity and Heating Market With Incomplete Information, IEEE Systems Journal 2023 Vol. 17 Issue 4 Pages 5464-5475
• C. Wu, Z. Wu, Z. Yi and L. Yang, Strategic bidding of gas-fired units with tanks in coupled electricity and natural gas markets, Sustainable Energy, Grids and Networks 2023 Vol. 34 Pages 101021
• Y. Peng, Z. Wu, W. Gu, S. Zhou and P. Liu, Optimal Micro-PMU Placement for Improving State Estimation Accuracy via Mixed-integer Semidefinite Programming, Journal of Modern Power Systems and Clean Energy 2023 Vol. 11 Issue 2 Pages 468-478

• 2022年
• Liu, P., Z. Wu, W. Gu and Y. Lu (2022). “An Improved Spatial Branch-and-Bound Algorithm for Non-Convex Optimal Electricity-Gas Flow.” IEEE Transactions on Power Systems: Vol. 37 Issue 2 Pages 1326-1339
• P. Liu, Z. Wu, W. Gu, Y. Lu, X. Yang, K. Sun, et al. “Security-constrained AC–DC hybrid distribution system expansion planning with high penetration of renewable energy”, International Journal of Electrical Power & Energy Systems 2022 Vol. 142 Pages 108285
• Y. Peng, Z. Wu, W. Gu, S. Zhou and P. Liu,”Optimal Micro-PMU Placement for Improving State Estimation Accuracy via Mixed-Integer Semidefinite Programming”, Journal of Modern Power Systems and Clean Energy 2022 Pages 1-11
• Z. Wu, H. Long and C. Chen,”Line Aging Assessment in Distribution Network Based on Topology Verification and Parameter Estimation”, Journal of Modern Power Systems and Clean Energy 2022 Pages 1-9
• Z. Wu, Q. Sun, Y. Lu, W. Gu, P. Liu, R. Dai, et al. “Distributed chance-constrained based total energy supply capability evaluation method for integrated power and natural gas system”, International Journal of Electrical Power & Energy Systems 2022 Vol. 141
• Z. Wu, Z. Xu, W. Gu, S. Zhou and X. Yang, “Decentralized Game-Based Robustly Planning Scheme for Distribution Network and Microgrids Considering Bilateral Energy Trading”, IEEE Transactions on Sustainable Energy 2022 Vol. 13 Issue 2 Pages 803-817
• Y. Zhao, Z. Wu, W. Gu, etal. ” Optimal Dispatch and Pricing of Industrial Parks considering CHP Mode Switching and Demand Response “, CSEE Journal of Power and Energy Systems , (Accepted)
• X. Wu, Z. Wu, W. Gu, etal. ” Mechanism Design of Ancillary Service Market Considering Social Welfare and Fairness “, (Accepted)

• 2021年
• Pei, R., J. Xie, H. Zhang, K. Sun, Z. Wu and S. Zhou (2021). “Robust Multi-Layer Energy Management and Control Methodologies for Reefer Container Park in Port Terminal.” Energies 14(15).
• Qiu, H., W. Gu, L. Wang, G. Pan, Y. Xu and Z. Wu (2021). “Trilayer Stackelberg Game Approach for Robustly Power Management in Community Grids.” Ieee Transactions on Industrial Informatics 17(6): 4073-4083.
• Qiu, H., W. Gu, X. Xu, G. Pan, P. Liu, Z. Wu and L. Wang (2021). “A Historical-Correlation-Driven Robust Optimization Approach for Microgrid Dispatch.” Ieee Transactions on Smart Grid 12(2): 1135-1148.
• Sun, Q., Z. Wu, W. Gu, T. Zhu, L. Zhong and T. Gao (2021). “Flexible expansion planning of distribution system integrating multiple renewable energy sources: An approximate dynamic programming approach.” Energy 226.
• Wang, Q., Z. Hong, F. Deng, M. Cheng, Z. Wu and G. Buja (2021). “A type of piecewise and modular energy storage topology achieved by dual carrier cross phase shift SPWM control.” Iet Power Electronics.
• Wu, Z., Z. Xu, W. Gu, S. Zhou and X. Yang (2021). “Decentralized Game-based Robustly Planning Scheme for Distribution Network and Microgrids Considering Bilateral Energy Trading.” IEEE Transactions on Sustainable Energy: 1-1.
• Yao, S., W. Gu, S. Lu, S. Zhou, Z. Wu, G. Pan and D. He (2021). “Dynamic Optimal Energy Flow in the Heat and Electricity Integrated Energy System.” Ieee Transactions on Sustainable Energy 12(1): 179-190.
• Zhang, J., Y. Li, Z. Wu, C. Rong, T. Wang, Z. Zhang and S. Zhou (2021). “Deep-Reinforcement-Learning-Based Two-Timescale Voltage Control for Distribution Systems.” Energies 14(12).
• Zhang, S., W. Gu, S. Yao, S. Lu, S. Zhou and Z. Wu (2021). “Partitional Decoupling Method for Fast Calculation of Energy Flow in a Large-Scale Heat and Electricity Integrated Energy System.” Ieee Transactions on Sustainable Energy 12(1): 501-513.
• Zhou, S., J. Chen, Z. Wu and Y. Qiu (2021). “Electrification of Online Ride-Hailing Vehicles in China: Intention Modelling and Market Prediction.” Energies 14(21).
• Zhou, S., Y. Zhuang, Z. Wu, W. Gu, P. Yu, J. Du and X. Luo (2021). “Planning and Real-time Pricing of EV Charging Stations Considering Social Welfare and Profitability Balance.” Csee Journal of Power and Energy Systems 7(6): 1289-1301.

• 2020年
• Long, H., Z. Wu, C. Fang, W. Gu, X. C. Wei and H. Y. Zhan (2020). “Cyber-attack Detection Strategy Based on Distribution System State Estimation.” Journal of Modern Power Systems and Clean Energy 8(4): 669-678.
• Long, H., S. H. Xu, X. Lu, Z. J. Yang, C. Li, J. P. Jing and Z. Wu (2020). “Data-Driven Hybrid Equivalent Dynamic Modeling of Multiple Photovoltaic Power Stations Based on Ensemble Gated Recurrent Unit.” Frontiers in Energy Research 8: 12.
• Luo, L., Z. Wu, W. Gu, H. Huang, S. Gao and J. Han (2020). “Coordinated allocation of distributed generation resources and electric vehicle charging stations in distribution systems with vehicle-to-grid interaction.” Energy 192: 116631.
• Pan, G. S., W. Gu, H. F. Qiu, Y. P. Lu, S. Y. Zhou and Z. Wu (2020). “Bi-level mixed-integer planning for electricity-hydrogen integrated energy system considering levelized cost of hydrogen.” Applied Energy 270.
• Pan, G. S., W. Gu, S. Y. Zhou, Z. Wu, H. F. Qiu and Y. P. Lu (2020). “Synchronously Decentralized Adaptive Robust Planning Method for Multi-Stakeholder Integrated Energy Systems.” Ieee Transactions on Sustainable Energy 11(3): 1128-1139.
• Qiu, H., W. Gu, L. Wang, G. Pan, Y. Xu and Z. Wu (2020). “Trilayer Stackelberg Game Approach for Robustly Power Management in Community Grids.” IEEE Transactions on Industrial Informatics: 1-1.
• Qiu, H., W. Gu, X. Xu, G. Pan, P. Liu, Z. Wu and L. Wang (2020). “A Historical-Correlation-Driven Robust Optimization Approach for Microgrid Dispatch.” IEEE Transactions on Smart Grid: 1-1.
• Qiu, H. F., W. Gu, Y. L. Xu, Z. Wu, S. Y. Zhou and G. S. Pan (2020). “Robustly Multi-Microgrid Scheduling: Stakeholder-Parallelizing Distributed Optimization.” Ieee Transactions on Sustainable Energy 11(2): 988-1001.
• Suhan Zhang, Wei Gu, Shuai Yao, Shuai Lu, Suyang Zhou and Z. Wu (2020). “Partitional Decoupling Method for Fast Calculation of Energy Flow in a Large-scale Heat and Electricity Integrated Energy System.” IEEE Transactions on Sustainable Energy.
• Wang, L., W. Gu, Z. Wu, H. F. Qiu and G. S. Pan (2020). “Non-cooperative game-based multilateral contract transactions in power-heating integrated systems.” Applied Energy 268.
• Wu, C. Y., W. Gu, R. Bo, H. MehdipourPicha, P. Jiang, Z. Wu, S. Lu and S. Yao (2020). “Energy Trading and Generalized Nash Equilibrium in Combined Heat and Power Market.” Ieee Transactions on Power Systems 35(5): 3378-3387.
• Wu, Z., Q. Sun, W. Gu, Y. Chen, H. Xu and J. Zhang (2020). “AC/DC Hybrid Distribution System Expansion Planning Under Long-Term Uncertainty Considering Flexible Investment.” IEEE Access 8: 94956-94967.
• Wu, Z., Y. Zhuang, S. Zhou, S. Xu, P. Yu, J. Du, X. Luo and G. Abbas (2020). “Bi-Level Planning of Multi-Functional Vehicle Charging Stations Considering Land Use Types.” Energies 13(5): 1283.
• Zhou, S., W. Zhuang, Z. Wu, W. Gu, X. Zhan, Z. Liu and S. Cao (2020). “Optimized scheduling of multi-region Gas and Power Complementary system considering tiered gas tariff.” Energy 193: 116677.
• Zhou, S. Y., Y. Qiu, F. H. Zou, D. He, P. Yu, J. Q. Du, X. E. Luo, C. L. Wang, Z. Wu and W. Gu (2020). “Dynamic EV Charging Pricing Methodology for Facilitating Renewable Energy With Consideration of Highway Traffic Flow.” Ieee Access 8: 13161-13178.
• Zhou, S. Y., K. Y. Sun, Z. Wu, W. Gu, G. X. Wu, Z. Li and J. J. Li (2020). “Optimized operation method of small and medium-sized integrated energy system for P2G equipment under strong uncertainty.” Energy 199.
• Zhou, S. Y., F. H. Zou, Z. Wu, W. Gu, Q. T. Hong and C. Booth (2020). “A smart community energy management scheme considering user dominated demand side response and P2P trading.” International Journal of Electrical Power & Energy Systems 114.

• 2019年
• Luo, L., W. Gu, Z. Wu and S. Zhou (2019). “Joint planning of distributed generation and electric vehicle charging stations considering real-time charging navigation.” Applied Energy 242: 1274-1284.
• Pan, G., W. Gu, S. Zhou, Z. Wu, H. Qiu and Y. Lu (2019). “Synchronously Decentralized Adaptive Robust Planning Method for Multi-Stakeholder Integrated Energy Systems.” IEEE Transactions on Sustainable Energy: 1-1.
• Qiu, H., W. Gu, P. Li, X. Zhang, H. Long and Z. Wu (2019). “CRSO approach for microgrid power dispatching.” IET Generation, Transmission & Distribution 13(11): 2208-2215.
• Qiu, H., W. Gu, Z. Wu, S. Zhou, G. Pan, X. Yang, X. Yuan and X. Ding (2019). “Resilience-directional robust power dispatching of microgrids under meteorological disasters.” IET Renewable Power Generation 13(12): 2084-2093.
• Qiu, H., W. Gu, Y. Xu, Z. Wu, S. Zhou and G. Pan (2019). “Robustly Multi-Microgrid Scheduling: Stakeholder-Parallelizing Distributed Optimization.” IEEE Transactions on Sustainable Energy: 1-1.
• Qiu, H., W. Gu, Y. Xu, Z. Wu, S. Zhou and J. Wang (2019). “Interval-Partitioned Uncertainty Constrained Robust Dispatch for AC/DC Hybrid Microgrids With Uncontrollable Renewable Generators.” IEEE Transactions on Smart Grid 10(4): 4603-4614.
• Wu, C., W. Gu, R. Bo, P. Jiang, Z. Wu, S. Lu and S. Yao (2019). “A Two-Stage Game Model for Combined Heat and Power Trading Market.” IEEE Transactions on Power Systems 34(1): 506-517.
• Zhou, S., D. He, W. Gu, Z. Wu, G. Abbas, Q. Hong and C. Booth (2019). “Design and Evaluation of Operational Scheduling Approaches for HCNG Penetrated Integrated Energy System.” IEEE Access 7: 87792-87807.
• Zhou, S., D. He, Z. Zhang, Z. Wu, W. Gu, J. Li, Z. Li and G. Wu (2019). “A Data-Driven Scheduling Approach for Hydrogen Penetrated Energy System Using LSTM Network.” Sustainability 11(23): 6784.
• Zhou, S., Y. Zhao, W. Gu, Z. Wu, Y. Li, Z. Qian and Y. Ji (2019). “Robust Energy Management in Active Distribution Systems Considering Temporal and Spatial Correlation.” IEEE Access 7: 153635-153649.
• Zhou, S., F. Zou, Z. Wu and W. Gu (2019). “Potential of Model-Free Control for Demand-Side Management Considering Real-Time Pricing.” Energies 12(13): 2587.
• 吴志, 刘亚斐, 顾伟, 刘鹏翔, 李俊杰 and 李哲 (2019). “基于改进Benders分解的储能、分布式电源与配电网多阶段规划.” 中国电机工程学报 39(16): 4705-4715+4973.
• 赵毅, 吴志, 钱仲豪, 顾伟, 李冬辉 and 刘阳 (2019). “计及源—荷时空相关性的主动配电网分布式优化调度.” 电力系统自动化 43(19): 68-79.

• 2018年
• Luo, L., W. Gu, S. Zhou, H. Huang, S. Gao, J. Han, Z. Wu and X. Dou (2018). “Optimal planning of electric vehicle charging stations comprising multi-types of charging facilities.” Applied Energy 226: 1087-1099.
• Luo, Z., W. Gu, Z. Wu, Z. Wang and Y. Tang (2018). “A robust optimization method for energy management of CCHP microgrid.” Journal of Modern Power Systems and Clean Energy 6(1): 132-144.
• Qiu, H., W. Gu, J. Pan, B. Xu, Y. Xu, M. Fan and Z. Wu (2018). “Multi-interval-uncertainty constrained robust dispatch for AC/DC hybrid microgrids with dynamic energy storage degradation.” Applied Energy 228: 205-214.
• Qiu, H., W. Gu, Y. Xu, Z. Wu, S. Zhou and J. Wang (2018). “Interval-Partitioned Uncertainty Constrained Ro-bust Dispatch for AC/DC Hybrid Microgrids With Uncontrollable Renewable Generators.” IEEE Transactions on Smart Grid: 1-1.
• Wu, Z., J. Chu, W. Gu, Q. Huang, L. Chen and X. Yuan (2018). “Hybrid Modulated Model Predictive Control in a Modular Multilevel Converter for Multi-Terminal Direct Current Systems.” Energies 11(7): 1861.
• Wu, Z., X. Du, W. Gu, P. Ling, J. Liu and C. Fang (2018). “Optimal Micro-PMU Placement Using Mutual Information Theory in Distribution Networks.” Energies 11(7): 1917.
• Wu, Z., X. Du, W. Gu, Y. Liu, P. Ling, J. Liu and C. Fang (2018). “Optimal PMU Placement Considering Load Loss and Relaying in Distribution Networks.” IEEE Access 6: 33645-33653.
• Wu, Z., X. Du, W. Gu, X. P. Zhang and J. Li (2018). “Automatic Selection Method for Candidate Lines in Transmission Expansion Planning.” IEEE Access 6: 11605-11613.
• Wu, Z., P. Liu, W. Gu, H. Huang and J. Han (2018). “A bi-level planning approach for hybrid AC-DC distribution system considering N-1 security criterion.” Applied Energy 230: 417-428.
• Wu, Z., Y. Liu, W. Gu, Y. Wang and C. Chen (2018). “Contingency-constrained robust transmission expansion planning under uncertainty.” International Journal of Electrical Power & Energy Systems 101: 331-338.
• Wu, Z., Y. Liu, W. Gu, J. Zhou, J. Li and P. Liu (2018). “Decomposition method for coordinated planning of distributed generation and distribution network.” IET Generation, Transmission & Distribution 12(20): 4482-4491.
• Wu, Z., H. Zhan, W. Gu, S. Zheng and B. Li (2018). “Interval State Estimation of Distribution Network With Power Flow Constraint.” IEEE Access 6: 40826-40835.
• Zhou, S., Y. Zhuang, W. Gu and Z. Wu (2018). “Operation and Economic Assessment of Hybrid Refueling Station Considering Traffic Flow Information.” Energies 11(8): 1991.
• Zhu, J., W. Gu, P. Jiang, Z. Wu, X. Yuan and Y. Nie (2018). “Integrated approach for optimal island partition and power dispatch.” Journal of Modern Power Systems and Clean Energy 6(3): 449-462.

• 2017年
• 1. Gu, W., S. Lu, Z. Wu, X. Zhang, J. Zhou, B. Zhao and J. Wang (2017). “Residential CCHP microgrid with load aggregator: Operation mode, pricing strategy, and optimal dispatch.” Applied Energy 205: 173-186.
• 2. Gu, W., Z. Wang, Z. Wu, Z. Luo, Y. Tang and J. Wang (2017). “An Online Optimal Dispatch Schedule for CCHP Microgrids Based on Model Predictive Control.” Ieee Transactions on Smart Grid 8(5): 2332-2342.
• 3. Luo, L., W. Gu, X.-P. Zhang, G. Cao, W. Wang, G. Zhu, D. You and Z. Wu (2017). “Optimal siting and sizing of distributed generation in distribution systems with PV solar farm utilized as STATCOM (PV-STATCOM).” Applied Energy.
• 4. Luo, Z., Z. Wu, Z. Li, H. Cai, B. Li and W. Gu (2017). “A two-stage optimization and control for CCHP microgrid energy management.” Applied Thermal Engineering 125: 513-522.

2016年

• 1 Fu, H., Z. Wu, J. Li, X. P. Zhang and J. Brandt (2016). “A Configurable $mu uVPP With Managed Energy Services: A Malmo Western Harbour Case.” IEEE Power and Energy Technology Systems Journal 3(4): 166-178.
• 2 Gu, W., Z. Wang, Z. Wu, Z. Luo, Y. Tang and J. Wang (2016). “An Online Optimal Dispatch Schedule for CCHP Microgrids Based on Model Predictive Control.” IEEE Transactions on Smart Grid PP(99): 1-11.
• 3 Wu, Z., P. Zeng and X. p. Zhang (2016). “Two-stage stochastic dual dynamic programming for transmission expansion planning with significant renewable generation and N-k criterion.” CSEE Journal of Power and Energy Systems 2(1): 3-10.
• 4 Wu, Z., P. Zeng, X. P. Zhang and Q. Zhou (2016). “A Solution to the Chance-Constrained Two-Stage Stochastic Program for Unit Commitment With Wind Energy Integration.” IEEE Transactions on Power Systems 31(6): 4185 – 4196.