Distributed Robust Energy Management of a Multimicrogrid System in the Real-Time Energy Market

In this paper, a distributed robust energy management scheme for multiple interconnected microgrids (MGs) is developed. It aims to optimize the total operational cost of the MGs through energy trading with neighboring MGs and the main grid in the real-time energy market. Various uncertainties including renewable generation, load consumption, and buying/selling prices of the main grid are handled using an adjustable robust optimization technique. To keep consistent with the distributed nature of the multiple MGs, we propose a distributed adjustable robust optimal scheduling algorithm. Within the framework, each MG energy management system determines its own selling price and operation schedule via distributed communication of noncritical information with its neighboring MGs. Robust optimal scheduling and fair energy trading can be collectively achieved. A case study of a 4-MG system is conducted to validate the effectiveness of the proposed approach.

[1]  H. Bevrani,et al.  Adaptive Energy Consumption Scheduling for Connected Microgrids Under Demand Uncertainty , 2013, IEEE Transactions on Power Delivery.

[2]  Stephen P. Boyd,et al.  Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..

[3]  Hoay Beng Gooi,et al.  Robust Electric Vehicle Aggregation for Ancillary Service Provision Considering Battery Aging , 2018, IEEE Transactions on Smart Grid.

[4]  Chen Chen,et al.  Coordinated energy management of networked Microgrids in distribution systems , 2015 .

[5]  A. Conejo,et al.  Offering Strategy Via Robust Optimization , 2011, IEEE Transactions on Power Systems.

[6]  Juan M. Morales,et al.  Real-Time Demand Response Model , 2010, IEEE Transactions on Smart Grid.

[7]  Vahid Esfahanian,et al.  Optimum sizing and optimum energy management of a hybrid energy storage system for lithium battery life improvement , 2013 .

[8]  Frede Blaabjerg,et al.  Decentralized Economic Dispatch Scheme With Online Power Reserve for Microgrids , 2017, IEEE Transactions on Smart Grid.

[9]  Marija D. Ilic,et al.  From Hierarchical to Open Access Electric Power Systems , 2007, Proceedings of the IEEE.

[10]  Shengwei Mei,et al.  Distributed Frequency Control With Operational Constraints, Part I: Per-Node Power Balance , 2017, IEEE Transactions on Smart Grid.

[11]  Edward J. Ng,et al.  Multi-microgrid control systems (MMCS) , 2010, IEEE PES General Meeting.

[12]  Melvyn Sim,et al.  Robust discrete optimization and network flows , 2003, Math. Program..

[13]  Rabih A. Jabr,et al.  Adjustable Robust OPF With Renewable Energy Sources , 2013, IEEE Transactions on Power Systems.

[14]  Zhihua Qu,et al.  Realizing Unified Microgrid Voltage Profile and Loss Minimization: A Cooperative Distributed Optimization and Control Approach , 2014, IEEE Transactions on Smart Grid.

[15]  H. Bevrani,et al.  Statistical Cooperative Power Dispatching in Interconnected Microgrids , 2013, IEEE Transactions on Sustainable Energy.

[16]  Mahmoud-Reza Haghifam,et al.  Using feeder reconfiguration for congestion management of smart distribution network with high DG penetration , 2012 .

[17]  Mehdi Savaghebi,et al.  Distributed Smart Decision-Making for a Multimicrogrid System Based on a Hierarchical Interactive Architecture , 2016, IEEE Transactions on Energy Conversion.

[18]  Tao Ding,et al.  Robust Co-Optimization to Energy and Ancillary Service Joint Dispatch Considering Wind Power Uncertainties in Real-Time Electricity Markets , 2016, IEEE Transactions on Sustainable Energy.

[19]  S. X. Chen,et al.  Multi-Agent System for Distributed Management of Microgrids , 2015, IEEE Transactions on Power Systems.

[20]  Jie Duan,et al.  Day-Ahead Smart Grid Cooperative Distributed Energy Scheduling With Renewable and Storage Integration , 2016, IEEE Transactions on Sustainable Energy.

[21]  Min Dong,et al.  Distributed Real-Time Power Balancing in Renewable-Integrated Power Grids With Storage and Flexible Loads , 2015, IEEE Transactions on Smart Grid.

[22]  Xin Wang,et al.  Robust Smart-Grid-Powered Cooperative Multipoint Systems , 2015, IEEE Transactions on Wireless Communications.

[23]  Hongming Yang,et al.  Distributed Optimal Dispatch of Virtual Power Plant via Limited Communication , 2013, IEEE Transactions on Power Systems.

[24]  Tomaso Erseghe,et al.  Distributed Optimal Power Flow Using ADMM , 2014, IEEE Transactions on Power Systems.

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

[26]  Javier Matamoros,et al.  Distributed Energy Trading: The Multiple-Microgrid Case , 2013, IEEE Transactions on Industrial Electronics.