Efficient Economic and Resilience-Based Optimization for Disaster Recovery Management of Critical Infrastructures

The traditional grid operation is unfortunately lacking the resilience and responsiveness in reacting to contingency events due to the poor utilization of available resources in mitigating the shortfalls. Such an unaddressed issue may affect the grid stability and the ultimate grid blackout. Therefore, this paper models a grid optimization module consisting of a mid and low (microgrid) voltage level grid component of an urban grid network for a disaster recovery. The model minimizes the cost of generation required to meet the demand through the economic dispatch in combination with the unit commitment. Two optimization problems are formulated that resemble the grid operation: normal (grid-connected) and islanded. A constrained-based linear programming optimization problem is used to solve the formulated problems, where the dual-simplex algorithm is used as the linear solver. The model ensures sufficient demand to be met during the outages through the N-1 contingency criterion for critical infrastructures. The simulation length is limited to 24 h and is solved using the MATLAB R © R2017b software. Three different cases are established to evaluated the modelled grid resilience during the grid-connected or the islanding of operations subject to adversed events. The simulated results provide the economical outage recovery that will maintain the grid resilience across the grid.

[1]  Michael Ferris,et al.  Co-optimization of generation unit commitment and transmission switching with N-1 reliability , 2010, IEEE PES General Meeting.

[2]  Weihua Zhuang,et al.  Stochastic Modeling and Optimization in a Microgrid: A Survey , 2014 .

[3]  G. Chiandussi,et al.  Comparison of multi-objective optimization methodologies for engineering applications , 2012, Comput. Math. Appl..

[4]  Zhaoxia Wang,et al.  Secondary Frequency Stochastic Optimal Control in Independent Microgrids with Virtual Synchronous Generator-Controlled Energy Storage Systems , 2018, Energies.

[5]  Bangyin Liu,et al.  Smart energy management system for optimal microgrid economic operation , 2011 .

[6]  G. Ejebe,et al.  Automatic Contingency Selection , 1979, IEEE Transactions on Power Apparatus and Systems.

[8]  Mohammad Shahidehpour,et al.  Microgrids for Enhancing the Power Grid Resilience in Extreme Conditions , 2017, IEEE Transactions on Smart Grid.

[9]  Amin Khodaei,et al.  Resiliency-Oriented Microgrid Optimal Scheduling , 2014, IEEE Transactions on Smart Grid.

[10]  Linda K. Nozick,et al.  Transmission and Generation Expansion to Mitigate Seismic Risk , 2012, IEEE Transactions on Power Systems.

[11]  Simon Pezzutto,et al.  Forecasting Electricity Market Price for End Users in EU28 until 2020—Main Factors of Influence , 2018, Energies.

[12]  R. Weron Electricity price forecasting: A review of the state-of-the-art with a look into the future , 2014 .

[13]  Pierluigi Mancarella,et al.  The Grid: Stronger, Bigger, Smarter? , 2015 .

[14]  Shouxiang Wang,et al.  Hierarchical and decentralized optimization method based on multi-agent system for multiple AC/DC hybrid microgrids , 2018 .

[15]  N. Hatziargyriou,et al.  Microgrids: an overview of ongoing research, development, anddemonstration projects , 2007 .

[16]  Pierluigi Mancarella,et al.  The Grid: Stronger, Bigger, Smarter?: Presenting a Conceptual Framework of Power System Resilience , 2015, IEEE Power and Energy Magazine.

[17]  L. A. Bollinger Fostering Climate Resilient Electricity Infrastructures , 2015 .

[18]  Oriol Gomis-Bellmunt,et al.  Trends in Microgrid Control , 2014, IEEE Transactions on Smart Grid.

[19]  H. T. Mouftah,et al.  Reliable overlay topology design for the smart microgrid network , 2011, IEEE Network.

[20]  A. Karimpour,et al.  Optimal unit commitment using equivalent linear minimum up and down time constraints , 2008, 2008 IEEE 2nd International Power and Energy Conference.

[21]  Bill Rose,et al.  Microgrids , 2018, Smart Grids.

[22]  Ketan P. Detroja,et al.  Optimal autonomous microgrid operation: A holistic view , 2016 .

[23]  Lamine Mili,et al.  Multi-Objective Optimization for the Sustainable-Resilient Synthesis/Design/Operation of a Power Network Coupled to Distributed Power Producers via Microgrids , 2012 .

[24]  Tomonobu Senjyu,et al.  Distributed generation integrated with thermal unit commitment considering demand response for energy storage optimization of smart grid , 2016 .

[25]  Bahramirad Shaghayegh Economic and Emergency Operations of the Storage System in a Microgrid , 2012 .

[26]  Mehdi Hosseinzadeh,et al.  Robust Optimal Power Management System for a Hybrid AC/DC Micro-Grid , 2015, IEEE Transactions on Sustainable Energy.

[27]  Ijaz Mansoor Qureshi,et al.  Cognitive radio based Smart Grid Communication Network , 2017 .

[28]  Ken Nagasaka,et al.  Multiobjective Intelligent Energy Management for a Microgrid , 2013, IEEE Transactions on Industrial Electronics.

[29]  Gareth A. Taylor,et al.  Optimisation of costs and carbon savings in relation to the economic dispatch problem as associated with power system operation. , 2016 .

[30]  Yasser Abdel-Rady I. Mohamed,et al.  Energy Management in Multi-Microgrid Systems—Development and Assessment , 2017, IEEE Transactions on Power Systems.

[31]  Moataz Elsied,et al.  Optimal economic and environment operation of micro-grid power systems , 2016 .

[32]  Giorgio Sulligoi,et al.  Adaptive Neural Network-Based Control of a Hybrid AC/DC Microgrid , 2018, IEEE Transactions on Smart Grid.

[33]  Alfredo Vaccaro,et al.  An Integrated Framework for Smart Microgrids Modeling, Monitoring, Control, Communication, and Verification , 2011, Proceedings of the IEEE.

[34]  Devika Subramanian,et al.  Performance assessment of topologically diverse power systems subjected to hurricane events , 2010, Reliab. Eng. Syst. Saf..

[35]  Min Ouyang,et al.  Time-dependent resilience assessment and improvement of urban infrastructure systems. , 2012, Chaos.

[36]  Amin Khodaei,et al.  Microgrid Optimal Scheduling With Multi-Period Islanding Constraints , 2014, IEEE Transactions on Power Systems.

[37]  Xiaorong Xie,et al.  Distributed Optimal Energy Management in Microgrids , 2015, IEEE Transactions on Smart Grid.

[38]  Evangelos Rikos,et al.  Use of model predictive control for experimental microgrid optimization , 2014 .