Breaking Diversity Restriction: Distributed Optimal Control of Stand-alone DC Microgrids

Stand-alone direct current (DC) microgrids may belong to different owners and adopt various control strategies. This brings great challenge to its optimal operation due to the difficulty of implementing a unified control. This paper addresses the distributed optimal control of DC microgrids, which intends to break the restriction of diversity to some extent. Firstly, we formulate the optimal power flow (OPF) problem of stand-alone DC microgrids as an exact second order cone program (SOCP) and prove the uniqueness of the optimal solution. Then a dynamic solving algorithm based on primal-dual decomposition method is proposed, the convergence of which is proved theoretically as well as the optimality of its equilibrium point. It should be stressed that the algorithm can provide control commands for the three types of microgrids: (i) power control, (ii) voltage control and (iii) droop control. This implies that each microgrid does not need to change its original control strategy in practice, which is less influenced by the diversity of microgrids. Moreover, the control commands for power controlled and voltage controlled microgrids satisfy generation limits and voltage limits in both transient process and steady state. Finally, a six-microgrid DC system based on the microgrid benchmark is adopted to validate the effectiveness and plug-n-play property of our designs.

[1]  Amir Khorsandi,et al.  A Decentralized Control Method for a Low-Voltage DC Microgrid , 2014, IEEE Transactions on Energy Conversion.

[2]  Juan C. Vasquez,et al.  Hierarchical Control of Droop-Controlled AC and DC Microgrids—A General Approach Toward Standardization , 2009, IEEE Transactions on Industrial Electronics.

[3]  Mohammad Shahidehpour,et al.  DC Microgrids: Economic Operation and Enhancement of Resilience by Hierarchical Control , 2014, IEEE Transactions on Smart Grid.

[4]  Masao Fukushima,et al.  Equivalent differentiable optimization problems and descent methods for asymmetric variational inequality problems , 1992, Math. Program..

[5]  Yunjie Gu,et al.  Mode-Adaptive Decentralized Control for Renewable DC Microgrid With Enhanced Reliability and Flexibility , 2014, IEEE Transactions on Power Electronics.

[6]  Rush D. Robinett,et al.  Decentralized Mode-Adaptive Guidance and Control for DC Microgrid , 2017, IEEE Transactions on Power Delivery.

[7]  Steven H. Low,et al.  Optimal Power Flow in Direct Current Networks , 2014 .

[8]  Francesco Bullo,et al.  Breaking the Hierarchy: Distributed Control and Economic Optimality in Microgrids , 2014, IEEE Transactions on Control of Network Systems.

[9]  Reza Olfati-Saber,et al.  Consensus and Cooperation in Networked Multi-Agent Systems , 2007, Proceedings of the IEEE.

[10]  Fernando Paganini,et al.  Stability of primal-dual gradient dynamics and applications to network optimization , 2010, Autom..

[11]  Ju Lee,et al.  AC-microgrids versus DC-microgrids with distributed energy resources: A review , 2013 .

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

[13]  Juan C. Vasquez,et al.  DC Microgrids—Part I: A Review of Control Strategies and Stabilization Techniques , 2016, IEEE Transactions on Power Electronics.

[14]  Ehab F. El-Saadany,et al.  Multiagent Supervisory Control for Power Management in DC Microgrids , 2016, IEEE Transactions on Smart Grid.

[15]  Frank L. Lewis,et al.  Optimal, Nonlinear, and Distributed Designs of Droop Controls for DC Microgrids , 2014, IEEE Transactions on Smart Grid.

[16]  Boming Zhang,et al.  A Distributed Control Method With Minimum Generation Cost for DC Microgrids , 2016, IEEE Transactions on Energy Conversion.

[17]  Juan C. Vasquez,et al.  DC Microgrids—Part II: A Review of Power Architectures, Applications, and Standardization Issues , 2016, IEEE Transactions on Power Electronics.

[18]  Jon Andreu,et al.  AC and DC technology in microgrids: A review , 2015 .

[19]  Juan C. Vasquez,et al.  Hierarchical control for multiple DC-microgrids clusters , 2014, 2014 IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14).

[20]  Na Li,et al.  Connecting Automatic Generation Control and Economic Dispatch From an Optimization View , 2014, IEEE Transactions on Control of Network Systems.

[21]  Frank L. Lewis,et al.  Distributed Cooperative Control of DC Microgrids , 2015, IEEE Transactions on Power Electronics.

[22]  Xiaobo Dou,et al.  Discrete consensus-based distributed secondary control scheme with considering time-delays for DC microgrid , 2015, IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society.

[23]  Shengwei Mei,et al.  Optimal Power Flow in Stand-Alone DC Microgrids , 2017, IEEE Transactions on Power Systems.

[24]  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.

[25]  Yinliang Xu,et al.  Distributed Optimal Resource Management Based on the Consensus Algorithm in a Microgrid , 2015, IEEE Transactions on Industrial Electronics.

[26]  Ufuk Topcu,et al.  Design and Stability of Load-Side Primary Frequency Control in Power Systems , 2013, IEEE Transactions on Automatic Control.

[27]  Juan C. Vasquez,et al.  State-of-Charge Balance Using Adaptive Droop Control for Distributed Energy Storage Systems in DC Microgrid Applications , 2014, IEEE Transactions on Industrial Electronics.

[28]  Osama A. Mohammed,et al.  DC microgrids and distribution systems: An overview , 2013, 2013 IEEE Power & Energy Society General Meeting.

[29]  Kai Strunz,et al.  A BENCHMARK LOW VOLTAGE MICROGRID NETWORK , 2005 .

[30]  Ali Davoudi,et al.  Unifying Distributed Dynamic Optimization and Control of Islanded DC Microgrids , 2017, IEEE Transactions on Power Electronics.

[31]  Dong Chen,et al.  Autonomous DC Voltage Control of a DC Microgrid With Multiple Slack Terminals , 2012, IEEE Transactions on Power Systems.

[32]  Peng Wang,et al.  Hierarchical Control of Hybrid Energy Storage System in DC Microgrids , 2015, IEEE Transactions on Industrial Electronics.

[33]  Ali Mehrizi-Sani,et al.  Distributed Control Techniques in Microgrids , 2014, IEEE Transactions on Smart Grid.