Power System Resilience Enhancement in Typhoons Using a Three-Stage Day-Ahead Unit Commitment

We propose a three-stage resilient unit commitment model which considers uncertain typhoon paths and line outages to improve the power system resilience against typhoon events. The proposed solution coordinates resources in response to the worst-case scenario for each possible typhoon path. The optimal decision is based on the characterization of the power system schedule into three stages of preventive control, emergency control, and restoration. Preventive control is performed before the typhoon occurs by quickly adjusting the three-stage resilient unit commitment schedule; emergency control is conducted during the typhoon by shedding local loads to meet the power balance, while other control strategies are assumed to be unavailable due to possible interruptions in the communication system; restoration is realized after the typhoon, when resources are optimally dispatched to repair the outages of critical devices and recover the normal operation state of the power system quickly. Considering the typhoon path uncertainty, we have introduced a stochastic model for possible typhoon paths where all possible affected lines along each typhoon path are assumed to be on outage during the typhoon. Accordingly, we explore the strategy for co-optimizing the three stages in unit commitment. The proposed model is tested on the IEEE 118-bus system and the real-world provincial system to verify its effectiveness.

[1]  Q. H. Wu,et al.  Co-Ordinated Multiloop Switching Control of DFIG for Resilience Enhancement of Wind Power Penetrated Power Systems , 2016, IEEE Transactions on Sustainable Energy.

[2]  Jamshid Aghaei,et al.  Robust n–k contingency constrained unit commitment with ancillary service demand response program , 2014 .

[3]  T. Genji,et al.  Comparative Study of Modern Heuristic Algorithms to Service Restoration in Distribution Systems , 2001, IEEE Power Engineering Review.

[4]  Ping-yuan Liu,et al.  Investigation of 2008' frozen disaster and research on de-icing in Guangdong power grid , 2008, 2008 China International Conference on Electricity Distribution.

[5]  Mohammad Shahidehpour,et al.  Integrated Planning of Electricity and Natural Gas Transportation Systems for Enhancing the Power Grid Resilience , 2017, IEEE Transactions on Power Systems.

[6]  Pierluigi Mancarella,et al.  Integrated Dispatch Model for Combined Heat and Power Plant With Phase-Change Thermal Energy Storage Considering Heat Transfer Process , 2018, IEEE Transactions on Sustainable Energy.

[7]  Zhaoyu Wang,et al.  Resilience Enhancement Strategy for Distribution Systems Under Extreme Weather Events , 2018, IEEE Transactions on Smart Grid.

[8]  Jianhui Wang,et al.  Power Distribution System Outage Management With Co-Optimization of Repairs, Reconfiguration, and DG Dispatch , 2018, IEEE Transactions on Smart Grid.

[9]  Masood Parvania,et al.  Stochastic Spatio-Temporal Hurricane Impact Analysis for Power Grid Resilience Studies , 2019, 2019 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

[10]  Ruiwei Jiang,et al.  Distributionally Robust Contingency-Constrained Unit Commitment , 2018, IEEE Transactions on Power Systems.

[11]  Chong Wang,et al.  Markov Decision Process-Based Resilience Enhancement for Distribution Systems: An Approximate Dynamic Programming Approach , 2019, IEEE Transactions on Smart Grid.

[12]  Yongpei Guan,et al.  Two-stage robust optimization for N-k contingency-constrained unit commitment , 2012, IEEE Transactions on Power Systems.

[13]  Jianhui Wang,et al.  Self-Healing Resilient Distribution Systems Based on Sectionalization Into Microgrids , 2015, IEEE Transactions on Power Systems.

[14]  K. Takadama,et al.  Support system for transportation under disaster circumstance , 2011, SICE Annual Conference 2011.

[15]  Zhao Yang Dong,et al.  The 2015 Ukraine Blackout: Implications for False Data Injection Attacks , 2017, IEEE Transactions on Power Systems.

[16]  Alireza Shahsavari,et al.  Situational Awareness in Distribution Grid Using Micro-PMU Data: A Machine Learning Approach , 2019, IEEE Transactions on Smart Grid.

[17]  Tao Ding,et al.  Defense Strategy for Resilient Shipboard Power Systems Considering Sequential Attacks , 2020, IEEE Transactions on Information Forensics and Security.

[18]  Wei Sun,et al.  Optimal Generator Start-Up Strategy for Bulk Power System Restoration , 2011, IEEE Transactions on Power Systems.

[19]  Peng Wang,et al.  Resilient Unit Commitment for Day-Ahead Market Considering Probabilistic Impacts of Hurricanes , 2019, IEEE Transactions on Power Systems.

[20]  Roshanak Nateghi,et al.  Multi-Dimensional Infrastructure Resilience Modeling: An Application to Hurricane-Prone Electric Power Distribution Systems , 2018, IEEE Access.

[21]  Pierluigi Mancarella,et al.  Power System Resilience to Extreme Weather: Fragility Modeling, Probabilistic Impact Assessment, and Adaptation Measures , 2017, IEEE Transactions on Power Systems.

[22]  Javier Contreras,et al.  A Chance-Constrained Unit Commitment With an $n-K$ Security Criterion and Significant Wind Generation , 2013, IEEE Transactions on Power Systems.

[23]  Jianhui Wang,et al.  Resilient Distribution System by Microgrids Formation After Natural Disasters , 2016, IEEE Transactions on Smart Grid.

[24]  Zachary A. Collier,et al.  Metrics for energy resilience , 2014 .

[25]  Yong Fu,et al.  Reliability Assessment of Smart Grid Considering Direct Cyber-Power Interdependencies , 2012, IEEE Transactions on Smart Grid.

[26]  Tao Ding,et al.  Coordinated VAR Planning for Voltage Stability Enhancement of a Wind-Energy Power System Considering Multiple Resilience Indices , 2020, IEEE Transactions on Sustainable Energy.

[27]  Jianhui Wang,et al.  Integration of Preventive and Emergency Responses for Power Grid Resilience Enhancement , 2017, IEEE Transactions on Power Systems.

[28]  Tao Ding,et al.  A New Model for Resilient Distribution Systems by Microgrids Formation , 2017, IEEE Transactions on Power Systems.

[29]  J. M. Arroyo,et al.  Contingency-Constrained Unit Commitment With $n - K$ Security Criterion: A Robust Optimization Approach , 2011, IEEE Transactions on Power Systems.

[30]  Chong Wang,et al.  Resilience Enhancement With Sequentially Proactive Operation Strategies , 2017, IEEE Transactions on Power Systems.

[31]  Ge Guo,et al.  Resilience Enhancement of Distribution Grids Against Extreme Weather Events , 2018, IEEE Transactions on Power Systems.

[32]  Feng Qiu,et al.  Resilience-Oriented Design of Distribution Systems , 2019, IEEE Transactions on Power Systems.

[33]  Xu Wang,et al.  Resilience Enhancement Strategies for Power Distribution Network Coupled With Urban Transportation System , 2019, IEEE Transactions on Smart Grid.

[34]  Pierluigi Siano,et al.  A Survey on Power System Blackout and Cascading Events: Research Motivations and Challenges , 2019, Energies.

[35]  Tao Ding,et al.  Toward a Synthetic Model for Distribution System Restoration and Crew Dispatch , 2019, IEEE Transactions on Power Systems.

[36]  Farrokh Aminifar,et al.  Networked Microgrids for Enhancing the Power System Resilience , 2017, Proceedings of the IEEE.

[37]  Yi Ding,et al.  Analysis of "8•15" Blackout in Taiwan and the Improvement Method of Contingency Reserve Capacity Through Direct Load Control , 2018, 2018 IEEE Power & Energy Society General Meeting (PESGM).

[38]  Tao Ding,et al.  A resilient microgrid formation strategy for load restoration considering master-slave distributed generators and topology reconfiguration , 2017 .

[39]  Mohammad Shahidehpour,et al.  Enhancing the Transmission Grid Resilience in Ice Storms by Optimal Coordination of Power System Schedule With Pre-Positioning and Routing of Mobile DC De-Icing Devices , 2019, IEEE Transactions on Power Systems.

[40]  R D Zimmerman,et al.  MATPOWER: Steady-State Operations, Planning, and Analysis Tools for Power Systems Research and Education , 2011, IEEE Transactions on Power Systems.

[41]  Anmar Arif,et al.  Optimization of transmission system repair and restoration with crew routing , 2016, 2016 North American Power Symposium (NAPS).