Privacy-preserving optimal scheduling of integrated microgrids

Abstract The increasing penetration of microgrids in distribution networks, as a viable option for end-use customers to increase load-point reliability and power quality, will result in formation of many interconnected microgrids in a not so far future. This paper considers a case in which multiple microgrids are geographically close and electrically connected, and studies anticipated interactions among these microgrids and also between the microgrids and the utility grid, during grid-connected and islanded operation modes. A model for the optimal scheduling of integrated microgrids is further proposed. The model is first developed with the objective of minimizing the aggregated operation cost and is accordingly decomposed into individual optimal scheduling problems using the Lagrangian relaxation method to take prevailing privacy issues into account. The microgrids capability in operating in the islanded mode for multiple hours is scrutinized by a T–τ islanding criterion. Numerical simulations exhibit the merits and the effectiveness of the proposed model via simulations on a system of integrated microgrids.

[1]  Amin Khodaei,et al.  Provisional Microgrid Planning , 2017, IEEE Transactions on Smart Grid.

[2]  S. Sarkar,et al.  Pricing games among interconnected microgrids , 2012, 2012 IEEE Power and Energy Society General Meeting.

[3]  Jianhui Wang,et al.  Decentralized Energy Management System for Networked Microgrids in Grid-Connected and Islanded Modes , 2016, IEEE Transactions on Smart Grid.

[4]  M. Shahidehpour,et al.  Price-based unit commitment: a case of Lagrangian relaxation versus mixed integer programming , 2005, IEEE Transactions on Power Systems.

[5]  Chin Choy Chai,et al.  Real-time energy management for cooperative microgrids with renewable energy integration , 2014, 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[6]  Elham B. Makram,et al.  Energy management system for enhanced resiliency of microgrids during islanded operation , 2016 .

[7]  Amin Khodaei,et al.  Application of microgrids in providing ancillary services to the utility grid , 2017 .

[8]  Amin Khodaei,et al.  Elevating prosumers to provisional microgrids , 2017, 2017 IEEE Power & Energy Society General Meeting.

[9]  A. Hasib Chowdhury,et al.  Optimum economic dispatch of interconnected microgrid with energy storage system , 2015, 2015 International Conference on Electrical Engineering and Information Communication Technology (ICEEICT).

[10]  Francisco D. Galiana,et al.  Towards a more rigorous and practical unit commitment by Lagrangian relaxation , 1988 .

[11]  Manuel A. Matos,et al.  Assessing the contribution of microgrids to the reliability of distribution networks , 2009 .

[12]  N. D. Hatziargyriou,et al.  Advanced Control and Management Functionalities for Multi-MicroGrids , 2011 .

[13]  Ahmed Ouammi,et al.  Optimal power exchanges in an interconnected power microgrids based on model predictive control , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[14]  Walid Saad,et al.  Coalitional Game Theory for Cooperative Micro-Grid Distribution Networks , 2011, 2011 IEEE International Conference on Communications Workshops (ICC).

[15]  Nikos D. Hatziargyriou,et al.  State estimation in Multi‐Microgrids , 2011 .

[16]  Jianhui Wang,et al.  Networked Microgrids for Self-Healing Power Systems , 2016, IEEE Transactions on Smart Grid.

[17]  Amin Khodaei,et al.  Provisional Microgrids , 2015, IEEE Transactions on Smart Grid.

[18]  Miao He,et al.  Reliability-constrained self-organization and energy management towards a resilient microgrid cluster , 2015, 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

[19]  Abdullah Abusorrah,et al.  Optimal Interconnection Planning of Community Microgrids With Renewable Energy Sources , 2017, IEEE Transactions on Smart Grid.

[20]  Yasser Abdel-Rady I. Mohamed,et al.  Optimized Multiple Microgrid-Based Clustering of Active Distribution Systems Considering Communication and Control Requirements , 2015, IEEE Transactions on Industrial Electronics.

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

[22]  Jianhui Wang,et al.  Coordinated Energy Management of Networked Microgrids in Distribution Systems , 2015, IEEE Transactions on Smart Grid.

[23]  Long Bao Le,et al.  Optimal energy management for cooperative microgrids with renewable energy resources , 2013, 2013 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[24]  Nikos D. Hatziargyriou,et al.  Operational and environmental benefits due to significant penetration of Microgrids and topology sensitivity , 2010, IEEE PES General Meeting.

[25]  Jianhua Zhang,et al.  Jointly optimization and distributed control for interconnected operation of autonomous microgrids , 2015, 2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA).

[26]  Amin Khodaei,et al.  Communicative Scheduling of Integrated Microgrids , 2018, 2018 IEEE/PES Transmission and Distribution Conference and Exposition (T&D).

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

[28]  Jiang Wu,et al.  An integrated energy exchange scheduling and pricing strategy for multi-microgrid system , 2013, 2013 IEEE International Conference of IEEE Region 10 (TENCON 2013).

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

[30]  Nikos D. Hatziargyriou,et al.  Optimization & Sensitivity Analysis of Microgrids using HOMER software- A Case Study , 2014 .

[31]  Josephst . Clair,et al.  A Functional Microgrid for Enhancing Reliability, Sustainability, and Energy Efficiency , 2012 .

[32]  Juan C. Vasquez,et al.  Modular power architectures for microgrid clusters , 2014, 2014 First International Conference on Green Energy ICGE 2014.

[33]  Juan C. Vasquez,et al.  Modeling, stability analysis and active stabilization of multiple DC-microgrid clusters , 2014, 2014 IEEE International Energy Conference (ENERGYCON).

[34]  Chuan-Ping Cheng,et al.  Unit commitment by Lagrangian relaxation and genetic algorithms , 2000 .

[35]  C. E. Budde FIG , 2022, ACM SIGMETRICS Performance Evaluation Review.

[36]  Chongqing Kang,et al.  Decentralized Multi-Area Economic Dispatch via Dynamic Multiplier-Based Lagrangian Relaxation , 2015, IEEE Transactions on Power Systems.

[37]  Moshe Zukerman,et al.  Distributed Energy Trading in Microgrids: A Game-Theoretic Model and Its Equilibrium Analysis , 2015, IEEE Transactions on Industrial Electronics.

[38]  Amin Khodaei,et al.  Application of Microgrids in Supporting Distribution Grid Flexibility , 2017, IEEE Transactions on Power Systems.

[39]  A. Kargarian,et al.  Multiobjective optimal power flow algorithm to enhance multi-microgrids performance incorporating IPFC , 2012, 2012 IEEE Power and Energy Society General Meeting.

[40]  Ali Davoudi,et al.  Distributed Tertiary Control of DC Microgrid Clusters , 2016, IEEE Transactions on Power Electronics.

[41]  Jianwei Huang,et al.  Incentivizing Energy Trading for Interconnected Microgrids , 2016, IEEE Transactions on Smart Grid.

[42]  Edgar N. Sánchez,et al.  Electrical Microgrid Optimization via a New Recurrent Neural Network , 2015, IEEE Systems Journal.

[43]  Robert Lasseter,et al.  Smart Distribution: Coupled Microgrids , 2011, Proceedings of the IEEE.

[44]  M. Shahidehpour,et al.  Microgrid-Based Co-Optimization of Generation and Transmission Planning in Power Systems , 2013, IEEE Transactions on Power Systems.

[45]  Manuel A. Matos,et al.  Evaluating the impacts of the multi-microgrid concept using multicriteria decision aid , 2012 .

[46]  Sajad Najafi Ravadanegh,et al.  Optimal Power Dispatch of Multi-Microgrids at Future Smart Distribution Grids , 2015, IEEE Transactions on Smart Grid.

[47]  Hao Wang,et al.  Bargaining-based energy trading market for interconnected microgrids , 2015, 2015 IEEE International Conference on Communications (ICC).

[48]  Juan C. Vasquez,et al.  Distributed consensus-based control of multiple DC-microgrids clusters , 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

[49]  Yong Fu,et al.  Optimal Operation of Active Distribution Grids: A System of Systems Framework , 2014, IEEE Transactions on Smart Grid.

[50]  Jianhua Zhang,et al.  Distributed optimization for generation scheduling of interconnected microgrids , 2015, 2015 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC).

[51]  Qian Ai,et al.  New modeling framework considering economy, uncertainty, and security for estimating the dynamic interchange capability of multi-microgrids , 2017 .

[52]  Manuel A. Matos,et al.  Integrated micro-generation, load and energy storage control functionality under the multi micro-grid concept , 2013 .

[53]  Osama A. Mohammed,et al.  Hierarchical control for DC microgrid clusters with high penetration of distributed energy resources , 2017 .