Multi-Agent Consensus Design for Heterogeneous Energy Storage Devices with Droop Control in Smart Grids

This paper proposes a distributed control architecture for battery energy storage systems (BESSs) based on multi-agent system (MAS) framework. The active/reactive power sharing, the frequency/voltage, and the energy of BESSs are synchronized by exchanging local information with a few other neighboring BESSs. Two consensus algorithms namely leaderless and leader-follower are proposed. The proposed control architecture offers unique features. Firstly, the heterogeneous nature of BESSs is explicitly taken into account in BESS models and consensus designs, while it is usually ignored in the literature. Secondly, the proposed designs bring the plug-and-play capability to the smart grid system by operating in both islanded and grid-connected modes. Next, the nominal frequencies and nominal voltage magnitudes of BESSs are used in the consensus design instead of their frequencies and voltage magnitudes. This makes the proposed structure much easier to be implemented in the real power grids. Lastly, an additional control input is designed to synchronize the energy levels of BESSs directly, whereas the energy levels of BESSs are synchronized indirectly through their powers in other existing research. Time-domain simulations on a modified IEEE 57-bus power system are then carried out to validate the proposed control structure and the consensus designs.

[1]  Chia-Chi Chu,et al.  Consensus-based P-f /Q-V droop control in autonomous micro-grids with wind generators and energy storage systems , 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

[2]  Andrey V. Savkin,et al.  Multi-Agent Sliding Mode Control for State of Charge Balancing Between Battery Energy Storage Systems Distributed in a DC Microgrid , 2018, IEEE Transactions on Smart Grid.

[3]  Javad Khazaei,et al.  Consensus Control for Energy Storage Systems , 2018, IEEE Transactions on Smart Grid.

[4]  Chia-Chi Chu,et al.  Consensus-Based Droop Control of Isolated Micro-Grids by ADMM Implementations , 2018, IEEE Transactions on Smart Grid.

[5]  Wei Liu,et al.  Pinning-Based Distributed Cooperative Control for Autonomous Microgrids Under Uncertain Communication Topologies , 2016, IEEE Transactions on Power Systems.

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

[7]  Vassilios G. Agelidis,et al.  Distributed Cooperative Control of Microgrid Storage , 2015, IEEE Transactions on Power Systems.

[8]  Vassilios G. Agelidis,et al.  Communication delay robustness for multi-agent state of charge balancing between distributed AC microgrid storage systems , 2015, 2015 IEEE Conference on Control Applications (CCA).

[9]  Nada Golmie,et al.  Toward Integrating Distributed Energy Resources and Storage Devices in Smart Grid , 2017, IEEE Internet of Things Journal.

[10]  Juan C. Vasquez,et al.  Multiagent-Based Distributed State of Charge Balancing Control for Distributed Energy Storage Units in AC Microgrids , 2017, IEEE Transactions on Industry Applications.

[11]  Zhu Han,et al.  Distributed Demand Side Management with Energy Storage in Smart Grid , 2015, IEEE Transactions on Parallel and Distributed Systems.

[12]  Chongxin Huang,et al.  Distributed cooperative control of energy storage units in microgrid based on multi-agent consensus method , 2017 .

[13]  Vassilios G. Agelidis,et al.  Cooperative Multi-Agent Control of Heterogeneous Storage Devices Distributed in a DC Microgrid , 2016, IEEE Transactions on Power Systems.

[14]  Jiming Chen,et al.  Consensus-Based Energy Management in Smart Grid With Transmission Losses and Directed Communication , 2017, IEEE Transactions on Smart Grid.

[15]  Juan C. Vasquez,et al.  Supervisory Control of an Adaptive-Droop Regulated DC Microgrid With Battery Management Capability , 2014, IEEE Transactions on Power Electronics.

[16]  Anand Sivasubramaniam,et al.  Benefits and limitations of tapping into stored energy for datacenters , 2011, 2011 38th Annual International Symposium on Computer Architecture (ISCA).

[17]  Tao Chen,et al.  A Novel Consensus-Based Distributed Algorithm for Economic Dispatch Based on Local Estimation of Power Mismatch , 2017, IEEE Transactions on Smart Grid.

[18]  Guoqiang Hu,et al.  Consensus-based distributed package-level state-of-charge balancing for grid-connected battery energy storage system , 2016, 2016 12th IEEE International Conference on Control and Automation (ICCA).

[19]  Gabriela Hug,et al.  Cooperative Control of Distributed Energy Storage Systems in a Microgrid , 2015, IEEE Transactions on Smart Grid.

[20]  Vassilios G. Agelidis,et al.  Distributed Control for State-of-Charge Balancing Between the Modules of a Reconfigurable Battery Energy Storage System , 2016, IEEE Transactions on Power Electronics.

[21]  Fanghong Guo,et al.  Distributed Secondary Voltage and Frequency Restoration Control of Droop-Controlled Inverter-Based Microgrids , 2015, IEEE Transactions on Industrial Electronics.

[22]  Ronnie Belmans,et al.  MatDyn, A New Matlab-Based Toolbox for Power System Dynamic Simulation , 2011 .

[23]  Desh Deepak Sharma,et al.  Agent-Based Distributed Control Schemes for Distributed Energy Storage Systems Under Cyber Attacks , 2017, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[24]  H. Vincent Poor,et al.  Energy Storage Sharing in Smart Grid: A Modified Auction-Based Approach , 2015, IEEE Transactions on Smart Grid.

[25]  Chia-Chi Chu,et al.  Distributed Pinning Droop Control in Isolated AC Microgrids , 2017 .

[26]  Chia-Chi Chu,et al.  Consensus-Based Droop Control Synthesis for Multiple DICs in Isolated Micro-Grids , 2015, IEEE Transactions on Power Systems.

[27]  Josep M. Guerrero,et al.  Coordinated Control for Flywheel Energy Storage Matrix Systems for Wind Farm Based on Charging/Discharging Ratio Consensus Algorithms , 2016, IEEE Transactions on Smart Grid.

[28]  Dinh Hoa Nguyen,et al.  A sub-optimal consensus design for multi-agent systems based on hierarchical LQR , 2015, Autom..

[29]  Massimo Bongiorno,et al.  Input-Admittance Calculation and Shaping for Controlled Voltage-Source Converters , 2007, IEEE Transactions on Industrial Electronics.

[30]  Mo-Yuen Chow,et al.  Consensus-based distributed scheduling for cooperative operation of distributed energy resources and storage devices in smart grids , 2016 .

[31]  T.C. Green,et al.  Modeling, Analysis and Testing of Autonomous Operation of an Inverter-Based Microgrid , 2007, IEEE Transactions on Power Electronics.

[32]  Karl Worthmann,et al.  Distributed and Decentralized Control of Residential Energy Systems Incorporating Battery Storage , 2015, IEEE Transactions on Smart Grid.

[33]  Juan C. Vasquez,et al.  Multiagent based distributed control for state-of-charge balance of distributed energy storage in DC microgrids , 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

[34]  Juan C. Vasquez,et al.  Double-Quadrant State-of-Charge-Based Droop Control Method for Distributed Energy Storage Systems in Autonomous DC Microgrids , 2015, IEEE Transactions on Smart Grid.