Resilient-Oriented Energy Management of Multi-Microgrids Considering Energy Storage and Demand Response Programs Based on a Robust Optimization

Document Type : Research Paper

Authors

Department of Electrical Engineering, Arak University of Technology, Arak, Iran

Abstract

The increase in the number and severity of natural disasters and their significant social and economic effects have made power system planners pay special attention to the security and resilience of power networks. For this purpose, this article tries to provide an efficient model for strengthening the resilience of distribution networks based on multi microgrids by optimally using energy storage systems and demand response programs. In the proposed method, a two-stage hierarchical approach has been developed in which the first stage of the incident is modeled and their impact on the distribution network is determined. Then, in the next stage, preventive and corrective measures are implemented to increase system readiness and reduce damages caused by severe accidents. At this stage, various tools such as energy storage, distributed and renewable production sources have been used in addition to responsive loads. In order to consider the uncertainty and the risk caused by it on the proper performance of the proposed design, the problem is done by robust optimization to obtain more realistic results than the deterministic state. Finally, in order to confirm the effectiveness of the proposed method in improving the resilience of distribution systems, a standard network of 33 buses has been used with different operating conditions, and the results obtained indicate its proper performance in the face of severe accidents and maintaining the resilience of the system.

Keywords

Main Subjects


[1] Ayyub, Bilal M. "Systems Resilience for Multihazard Environments: Definition, Metrics, and Valuation for Decision Making." Risk Analysis 34, no. 2 (2014): 340-355.
[2] Tielens, Pieter, and Dirk Van Hertem. "The Relevance of Inertia in Power Systems." Renewable and Sustainable Energy Reviews 55 (2016): 999-1009.
[3] Zamuda, Craig D. "Climate Change Impacts on the Nation's Electricity Sector." In Evaluating Climate Change Impacts, 277-305: Chapman and Hall/CRC, 2020.
[4] Ma, Tengfei, Junyong Wu, and Liangliang Hao. "Energy Flow Modeling and Optimal Operation Analysis of the Micro Energy Grid Based on Energy Hub." Energy Conversion and Management 133 (2017): 292-306.
[5] Orehounig, Kristina, Ralph Evins, and Viktor Dorer. "Integration of Decentralized Energy Systems in Neighbourhoods Using the Energy Hub Approach." Applied Energy 154 (2015): 277-289.
[6] Gazijahani, Farhad Samadi, and Javad Salehi. "Optimal Bilevel Model for Stochastic Risk-Based Planning of Microgrids under Uncertainty." IEEE Transactions on Industrial Informatics 14, no. 7 (2018): 3054-3064.
[7] Lin, Yanling, and Zhaohong Bie. "Tri-Level Optimal Hardening Plan for a Resilient Distribution System Considering Reconfiguration and Dg Islanding." Applied Energy 210 (2018): 1266-1279.
[8] Arab, Ali, Eylem Tekin, Amin Khodaei, Suresh K Khator, and Zhu Han. "System Hardening and Condition-Based Maintenance for Electric Power Infrastructure under Hurricane Effects." IEEE Transactions on Reliability 65, no. 3 (2016): 1457-1470.
[9] Sedzro, Kwami Senam Afenefa, Alberto J Lamadrid, and Luis F Zuluaga. "Allocation of Resources Using a Microgrid Formation Approach for Resilient Electric Grids." IEEE Transactions on Power Systems 33, no. 3 (2017): 2633-2643.
[10] Kim, Jip, and Yury Dvorkin. "Enhancing Distribution System Resilience with Mobile Energy Storage and Microgrids." IEEE Transactions on Smart Grid 10, no. 5 (2018): 4996-5006.
[11] Yuan, Wei, Jianhui Wang, Feng Qiu, Chen Chen, Chongqing Kang, and Bo Zeng. "Robust Optimization-Based Resilient Distribution Network Planning against Natural Disasters." IEEE Transactions on Smart Grid 7, no. 6 (2016): 2817-2826.
[12] Soroudi, Alireza, Pouria Maghouli, and Andrew Keane. "Resiliency Oriented Integration of Dsrs in Transmission Networks." IET Generation, Transmission & Distribution 11, no. 8 (2017): 2013-2022.
[13] Gazijahani, Farhad Samadi, and Javad Salehi. "Reliability Constrained Two-Stage Optimization of Multiple Renewable-Based Microgrids Incorporating Critical Energy Peak Pricing Demand Response Program Using Robust Optimization Approach." Energy 161 (2018): 999-1015.
[14] Hussain, Akhtar, Van-Hai Bui, and Hak-Man Kim. "A Resilient and Privacy-Preserving Energy Management Strategy for Networked Microgrids." IEEE Transactions on Smart Grid 9, no. 3 (2016): 2127-2139.
[15] Gholami, Amin, and Xu Andy Sun. "Towards Resilient Operation of Multimicrogrids: An Misocp-Based Frequency-Constrained Approach." IEEE Transactions on Control of Network Systems 6, no. 3 (2018): 925-936.
[16] Chen, Kening, Wenchuan Wu, Boming Zhang, and Hongbin Sun. "Robust Restoration Decision-Making Model for Distribution Networks Based on Information Gap Decision Theory." IEEE Transactions on Smart Grid 6, no. 2 (2014): 587-597.
[17] Ding, Tao, Yanling Lin, Zhaohong Bie, and Chen Chen. "A Resilient Microgrid Formation Strategy for Load Restoration Considering Master-Slave Distributed Generators and Topology Reconfiguration." Applied Energy 199 (2017): 205-216.
[18] Li, Zhiyi, Mohammad Shahidehpour, Farrokh Aminifar, Ahmed Alabdulwahab, and Yusuf Al-Turki. "Networked Microgrids for Enhancing the Power System Resilience." Proceedings of the IEEE 105, no. 7 (2017): 1289-1310.
[19] Che, Liang, and Mohammad Shahidehpour. "Adaptive Formation of Microgrids with Mobile Emergency Resources for Critical Service Restoration in Extreme Conditions." IEEE Transactions on Power Systems 34, no. 1 (2018): 742-753.
[20] Roggatz, Carsten, Michael Power, and Nisheeth Singh. "Power System Restoration: Meeting the Challenge to Resiliency from Distributed Generation." IEEE Power and Energy Magazine 18, no. 4 (2020): 31-40.
[21] Cong, Hao, Yang He, Xu Wang, and Chuanwen Jiang. "Robust Optimization for Improving Resilience of Integrated Energy Systems with Electricity and Natural Gas Infrastructures." Journal of Modern Power Systems and Clean Energy 6, no. 5 (2018): 1066-1078.
[22] Gazijahani, Farhad Samadi, and Javad Salehi. "Game Theory Based Profit Maximization Model for Microgrid Aggregators with Presence of Edrp Using Information Gap Decision Theory." IEEE Systems Journal 13, no. 2 (2018): 1767-1775.
[23] Liu, Yutian, Rui Fan, and Vladimir Terzija. "Power System Restoration: A Literature Review from 2006 to 2016." Journal of Modern Power Systems and Clean Energy 4, no. 3 (2016): 332-341.
[24] Wang, Yezhou, Chen Chen, Jianhui Wang, and Ross Baldick. "Research on Resilience of Power Systems under Natural Disasters—a Review." IEEE Transactions on Power Systems 31, no. 2 (2015): 1604-1613.
[25] Arif, Anmar, Shanshan Ma, Zhaoyu Wang, Jianhui Wang, Sarah M Ryan, and Chen Chen. "Optimizing Service Restoration in Distribution Systems with Uncertain Repair Time and Demand." IEEE Transactions on Power Systems 33, no. 6 (2018): 6828-38.
[26] Gholami, Amin, and Farrokh Aminifar. "A Hierarchical Response-Based Approach to the Load Restoration Problem." IEEE Transactions on Smart Grid 8, no. 4 (2015): 1700-09.
[27] Gazijahani, Farhad Samadi, Javad Salehi, Miadreza Shafie-Khah, and João PS Catalão. "Spatiotemporal Splitting of Distribution Networks into Self-Healing Resilient Microgrids Using an Adjustable Interval Optimization." IEEE Transactions on Industrial Informatics 17, no. 8 (2020): 5218-5229.
[28] Chen, Bo, Chen Chen, Jianhui Wang, and Karen L Butler-Purry. "Multi-Time Step Service Restoration for Advanced Distribution Systems and Microgrids." IEEE Transactions on Smart Grid 9, no. 6 (2017): 6793-6805.
[29] Poudel, Shiva, and Anamika Dubey. "Critical Load Restoration Using Distributed Energy Resources for Resilient Power Distribution System." IEEE Transactions on Power Systems 34, no. 1 (2018): 52-63.
[30] Dunn, Sarah, Sean Wilkinson, David Alderson, Hayley Fowler, and Carmine Galasso. "Fragility Curves for Assessing the Resilience of Electricity Networks Constructed from an Extensive Fault Database." Natural Hazards Review 19, no. 1 (2018): 04017019.
[31] Gholami, Amin, Tohid Shekari, Mohammad Hassan Amirioun, Farrokh Aminifar, M Hadi Amini, and Arman Sargolzaei. "Toward a Consensus on the Definition and Taxonomy of Power System Resilience." IEEE Access 6 (2018): 32035-32053.
[32] Gazijahani, Farhad Samadi, and Javad Salehi. "Robust Design of Microgrids with Reconfigurable Topology under Severe Uncertainty." IEEE Transactions on Sustainable Energy 9, no. 2 (2018): 559-569.