Decentralized Finite Control Set Model Predictive Control Strategy of Microgrids for Unbalanced and Harmonic Power Management

In this article, a modified decentralized finite control set model predictive control (FCS-MPC) scheme for the distributed energy resources (DERs) is proposed to improve the power management quality of the prosumers integrated microgrids under the condition of harmonic and unbalance loads. The proposed control strategy for the microgrids mainly consists of the power droop controller, the model predictive controller delay compensation, feedback correction and the unbalance compensation mechanism. The feedback correction method is used to correct the delay compensation, which effectively reduces the average switching frequency (ASF) and voltage total harmonic distortion (THD). By sharing the negative sequence reactive power of the microgrid, power distribution between the prosumers’ DERs is improved. The DERs in the prosumers can be integrated without any communication wire. The transient response and robustness to parameter changes are far superior to hierarchical cascaded control. Moreover, the proposed control strategy can better suppress harmonic and reduce and share fundamental negative sequence reactive power under microgrid unbalance and nonlinear load conditions. Finally, the effectiveness of the proposed FCS-MPC control strategy is validated by time-domain simulation results and real-time tests with RT-Lab under the condition of unbalanced and nonlinear loads in the microgrids.

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

[2]  Ralph Kennel,et al.  A Fixed Switching Frequency Scheme for Finite-Control-Set Model Predictive Control—Concept and Algorithm , 2016, IEEE Transactions on Industrial Electronics.

[3]  Jian Qiu,et al.  Decentralized Control of Multi-Parallel Grid-Forming DGs in Islanded Microgrids for Enhanced Transient Performance , 2019, IEEE Access.

[4]  Zhehan Yi,et al.  Finite-Control-Set Model Predictive Control (FCS-MPC) for Islanded Hybrid Microgrids , 2018, 2018 IEEE Power & Energy Society General Meeting (PESGM).

[5]  Jonatan Roberto Fischer,et al.  Generalized Predictive Current Control (GPCC) for Grid-Tie Three-Phase Inverters , 2016, IEEE Transactions on Industrial Electronics.

[6]  A. Ranjbaran,et al.  A power sharing scheme for voltage unbalance and harmonics compensation in an islanded microgrid , 2018 .

[7]  Marco Rivera,et al.  Model Predictive Control for Power Converters and Drives: Advances and Trends , 2017, IEEE Transactions on Industrial Electronics.

[8]  Oriol Gomis-Bellmunt,et al.  Trends in Microgrid Control , 2014, IEEE Transactions on Smart Grid.

[9]  José R. Rodríguez,et al.  Predictive Torque Control of Induction Machines Based on State-Space Models , 2009, IEEE Transactions on Industrial Electronics.

[10]  Keyou Wang,et al.  A dual control strategy for power sharing improvement in islanded mode of AC microgrid , 2018 .

[11]  Chunhua Liu,et al.  A Flux Constrained Predictive Control for a Six-Phase PMSM Motor With Lower Complexity , 2019, IEEE Transactions on Industrial Electronics.

[12]  Mehdi Savaghebi,et al.  Distributed Voltage Unbalance Compensation in Islanded Microgrids by Using a Dynamic Consensus Algorithm , 2016, IEEE Transactions on Power Electronics.

[13]  Josep M. Guerrero,et al.  An Enhanced Power Sharing Scheme for Voltage Unbalance and Harmonics Compensation in an Islanded AC Microgrid , 2016, IEEE Transactions on Energy Conversion.

[14]  Mohammad S. Golsorkhi,et al.  A Decentralized Control Method for Islanded Microgrids Under Unbalanced Conditions , 2016, IEEE Transactions on Power Delivery.

[15]  Frede Blaabjerg,et al.  An Enhanced Islanding Microgrid Reactive Power, Imbalance Power, and Harmonic Power Sharing Scheme , 2015, IEEE Transactions on Power Electronics.

[16]  Tomislav Dragičević,et al.  Model Predictive Control of Power Converters for Robust and Fast Operation of AC Microgrids , 2018, IEEE Transactions on Power Electronics.

[17]  Yushi Miura,et al.  Cost-Function-Based Microgrid Decentralized Control of Unbalance and Harmonics for Simultaneous Bus Voltage Compensation and Current Sharing , 2019, IEEE Transactions on Power Electronics.

[18]  Hector A. Young,et al.  Simple Finite-Control-Set Model Predictive Control of Grid-Forming Inverters With LCL Filters , 2020, IEEE Access.

[19]  Jianchun Peng,et al.  A review of deep learning for renewable energy forecasting , 2019, Energy Conversion and Management.

[20]  Guiping Du,et al.  Hybrid Control Strategy of MPC and DBC to Achieve a Fixed Frequency and Superior Robustness , 2020, Energies.

[21]  G.S. Perantzakis,et al.  Efficient predictive current control technique for multilevel voltage source inverters , 2005, 2005 European Conference on Power Electronics and Applications.

[22]  Canbing Li,et al.  Taxonomy research of artificial intelligence for deterministic solar power forecasting , 2020, Energy Conversion and Management.

[23]  Jean Mahseredjian,et al.  Robust Control of an Islanded Microgrid Under Unbalanced and Nonlinear Load Conditions , 2016, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[24]  Riyadh T. Toman,et al.  Control of a radial micro-grid with unbalanced loads based on a Distributed Model Predictive Control for grid mode operation , 2016, 2016 IEEE International Conference on Electro Information Technology (EIT).

[25]  Jinjun Liu,et al.  An Adaptive Virtual Impedance Control Scheme Based on Small-AC-Signal Injection for Unbalanced and Harmonic Power Sharing in Islanded Microgrids , 2019, IEEE Transactions on Power Electronics.

[26]  Ralph Kennel,et al.  Model predictive control -- a simple and powerful method to control power converters , 2009, 2009 IEEE 6th International Power Electronics and Motion Control Conference.

[27]  Leopoldo García Franquelo,et al.  Model Predictive Control of an Inverter With Output $LC$ Filter for UPS Applications , 2009, IEEE Transactions on Industrial Electronics.

[28]  Jikai Si,et al.  A novel cascaded control to improve stability and inertia of parallel buck-boost converters in DC microgrid , 2020 .

[29]  F. Blaabjerg,et al.  Control of Power Converters in AC Microgrids , 2012, IEEE Transactions on Power Electronics.

[30]  Rahmat-Allah Hooshmand,et al.  Improved secondary control for optimal unbalance compensation in islanded microgrids with parallel DGs , 2020 .

[31]  Xibo Yuan,et al.  Fast Model Predictive Control for Multilevel Cascaded H-Bridge STATCOM With Polynomial Computation Time , 2016, IEEE Transactions on Industrial Electronics.

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

[33]  M.R. Iravani,et al.  Power Management Strategies for a Microgrid With Multiple Distributed Generation Units , 2006, IEEE Transactions on Power Systems.

[34]  Yitao Liu,et al.  Deep belief network based deterministic and probabilistic wind speed forecasting approach , 2016 .

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

[36]  Yasunori Mitani,et al.  Robust Virtual Inertia Control of a Low Inertia Microgrid Considering Frequency Measurement Effects , 2019, IEEE Access.

[37]  Bin Wu,et al.  Model Predictive Approach for a Simple and Effective Load Voltage Control of Four-Leg Inverter With an Output $LC$ Filter , 2014, IEEE Transactions on Industrial Electronics.

[38]  Josep M. Guerrero,et al.  Advanced Control Architectures for Intelligent Microgrids—Part I: Decentralized and Hierarchical Control , 2013, IEEE Transactions on Industrial Electronics.

[39]  Ashwani Kumar,et al.  Multi-objective energy management in microgrids with hybrid energy sources and battery energy storage systems , 2020, Protection and Control of Modern Power Systems.

[40]  Arash Etemadi,et al.  MPC-Based Microgrid Control With Supplementary Fault Current Limitation and Smooth Transition Mechanisms , 2017 .

[41]  Canbing Li,et al.  Distributed Multi-Energy Operation of Coupled Electricity, Heating, and Natural Gas Networks , 2020, IEEE Transactions on Sustainable Energy.

[42]  Tao Jin,et al.  Model Predictive Voltage Control Based on Finite Control Set With Computation Time Delay Compensation for PV Systems , 2019, IEEE Transactions on Energy Conversion.

[43]  Peng Wang,et al.  A Hybrid AC/DC Microgrid and Its Coordination Control , 2011, IEEE Transactions on Smart Grid.

[44]  W. Marsden I and J , 2012 .

[45]  Shahrokh Farhangi,et al.  Model Predictive Control of a Multilevel CHB STATCOM in Wind Farm Application Using Diophantine Equations , 2019, IEEE Transactions on Industrial Electronics.

[46]  Tomislav Dragicevic,et al.  Robust Quasi-Predictive Control of $LCL$-Filtered Grid Converters , 2020, IEEE Transactions on Power Electronics.