Distributed Strategy for Optimal Dispatch of Unbalanced Three-Phase Islanded Microgrids

This paper presents a distributed strategy for the optimal dispatch of islanded microgrids, modeled as unbalanced three-phase electrical distribution systems. To set the dispatch of the distributed generation (DG) units, an optimal generation problem is stated and solved distributively based on primal–dual constrained decomposition and a first-order consensus protocol, where units can communicate only with their neighbors. Thus, convergence is guaranteed under the common convexity assumptions. The islanded microgrid operates with the standard hierarchical control scheme, where two control modes are considered for the DG units: a voltage control mode, with an active droop control loop, and a power control mode, which allows setting the output power in advance. To assess the effectiveness and flexibility of the proposed approach, simulations were performed in a 25-bus unbalanced three-phase microgrid. According to the obtained results, the proposed strategy achieves a lower cost solution when compared with a centralized approach based on a static droop framework, with a considerable reduction on the communication system complexity. Additionally, it corrects the mismatch between generation and consumption even during the execution of the optimization process, responding to changes in the load consumption, renewable generation, and unexpected faults in units.

[1]  Juan Camilo Lopez,et al.  Security-constrained optimal energy management system for three-phase residential microgrids , 2017 .

[2]  Vijay Gupta,et al.  Distributed Energy Management for Networked Microgrids Using Online ADMM With Regret , 2018, IEEE Transactions on Smart Grid.

[3]  Jian-Xin Xu,et al.  Consensus based approach for economic dispatch problem in a smart grid , 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

[4]  Juan C. Vasquez,et al.  Robust Networked Control Scheme for Distributed Secondary Control of Islanded Microgrids , 2014, IEEE Transactions on Industrial Electronics.

[5]  Gabriela Hug,et al.  Consensus + Innovations Approach for Distributed Multiagent Coordination in a Microgrid , 2015, IEEE Transactions on Smart Grid.

[6]  Frank L. Lewis,et al.  Distributed Consensus-Based Economic Dispatch With Transmission Losses , 2014, IEEE Transactions on Power Systems.

[7]  Gang Chen,et al.  Distributed Finite-Time Economic Dispatch of a Network of Energy Resources , 2017, IEEE Transactions on Smart Grid.

[8]  Jizhong Zhu,et al.  Optimization of Power System Operation , 2009 .

[9]  Marcos J. Rider,et al.  Optimal Operation of Unbalanced Three-Phase Islanded Droop-Based Microgrids , 2019, IEEE Transactions on Smart Grid.

[10]  Chen Chen,et al.  Energy Management for Networked Microgrids Using Online Alternating Direction Method of Multipliers with Regret , 2014 .

[11]  R. Mudumbai,et al.  Distributed Control for Optimal Economic Dispatch of a Network of Heterogeneous Power Generators , 2012, IEEE Transactions on Power Systems.

[12]  Lorenz T. Biegler,et al.  On the implementation of an interior-point filter line-search algorithm for large-scale nonlinear programming , 2006, Math. Program..

[13]  Ehab F. El-Saadany,et al.  A Novel and Generalized Three-Phase Power Flow Algorithm for Islanded Microgrids Using a Newton Trust Region Method , 2013, IEEE Transactions on Power Systems.

[14]  Karim Hassan Youssef Power Quality Constrained Optimal Management of Unbalanced Smart Microgrids During Scheduled Multiple Transitions Between Grid-Connected and Islanded Modes , 2017, IEEE Transactions on Smart Grid.

[15]  Josep M. Guerrero,et al.  A Novel Distributed Secondary Coordination Control Approach for Islanded Microgrids , 2018, IEEE Transactions on Smart Grid.

[16]  M Castilla,et al.  Virtual Impedance Loop for Droop-Controlled Single-Phase Parallel Inverters Using a Second-Order General-Integrator Scheme , 2010, IEEE Transactions on Power Electronics.

[17]  Josep M. Guerrero,et al.  Cost-Based Droop Schemes for Economic Dispatch in Islanded Microgrids , 2017, IEEE Transactions on Smart Grid.

[18]  Mo-Yuen Chow,et al.  Convergence Analysis of the Incremental Cost Consensus Algorithm Under Different Communication Network Topologies in a Smart Grid , 2012, IEEE Transactions on Power Systems.

[19]  Claudio A. Cañizares,et al.  A Centralized Energy Management System for Isolated Microgrids , 2014, IEEE Transactions on Smart Grid.

[20]  Miguel Castilla,et al.  Secondary Switched Control With no Communications for Islanded Microgrids , 2017, IEEE Transactions on Industrial Electronics.

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

[22]  Pradeep R. Bijwe,et al.  Efficient reconfiguration of balanced and unbalanced distribution systems for loss minimisation , 2008 .

[23]  Sonia Martínez,et al.  On Distributed Convex Optimization Under Inequality and Equality Constraints , 2010, IEEE Transactions on Automatic Control.

[24]  Lei Wu,et al.  Distributed optimization approaches for emerging power systems operation: A review , 2017 .

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

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

[27]  Frank L. Lewis,et al.  Distributed Optimal Active Power Control of Multiple Generation Systems , 2015, IEEE Transactions on Industrial Electronics.

[28]  Allen J. Wood,et al.  Power Generation, Operation, and Control , 1984 .

[29]  Wei Zhang,et al.  Online Optimal Generation Control Based on Constrained Distributed Gradient Algorithm , 2015, IEEE Transactions on Power Systems.

[30]  Richard M. Murray,et al.  Consensus problems in networks of agents with switching topology and time-delays , 2004, IEEE Transactions on Automatic Control.

[31]  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.

[32]  Soon-Ryul Nam,et al.  Power-Sharing Method of Multiple Distributed Generators Considering Control Modes and Configurations of a Microgrid , 2010, IEEE Transactions on Power Delivery.

[33]  Juan C. Vasquez,et al.  A Control Architecture to Coordinate Renewable Energy Sources and Energy Storage Systems in Islanded Microgrids , 2015, IEEE Transactions on Smart Grid.

[34]  Yongduan Song,et al.  Distributed Economic Dispatch for Smart Grids With Random Wind Power , 2016, IEEE Transactions on Smart Grid.

[35]  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.