Dynamically Weighted Optimal Switching Vector Model Predictive Control of Power Converters

In this paper, new techniques are presented to improve the performance of the optimal switching vector model predictive control. A well-defined analytic technique is proposed for the real-time adjustment of dynamic weighting factors, as well as a new objective function formulation. These techniques provide a dynamic controller behavior, automatically adapted to distinct operating points. This ensures better steady-state performance in different conditions while improving simultaneously the dynamic response. The proposed controller presents a lower computational load than the conventional formulation and its design requires less extensive testing. General guidelines are presented to guide the user in the controller design. Simulation and experimental results are presented, demonstrating the advantages and superior performance of the proposed controller.

[1]  Ralph Kennel,et al.  Predictive torque control of induction machines fed by 3L-NPC converters with online weighting factor adjustment using Fuzzy Logic , 2017, 2017 IEEE Transportation Electrification Conference and Expo (ITEC).

[2]  Jan Melkebeek,et al.  Weight factor selection for model-based predictive control of a four-level flying-capacitor inverter , 2012 .

[3]  Pericle Zanchetta,et al.  A Distributed Model Predictive Control Strategy for Back-to-Back Converters , 2016, IEEE Transactions on Industrial Electronics.

[4]  Marco Rivera,et al.  Predictive torque control of a permanent magnet synchronous motor fed by a matrix converter without weighting factor , 2016, 2016 7th Power Electronics and Drive Systems Technologies Conference (PEDSTC).

[5]  Margarita Norambuena,et al.  The challenges of predictive control to reach acceptance in the power electronics industry , 2016, 2016 7th Power Electronics and Drive Systems Technologies Conference (PEDSTC).

[6]  Srinivasa Rao Sandepudi,et al.  Enhanced weighting factor selection for predictive torque control of induction motor drive based on VIKOR method , 2016 .

[7]  Hamid Mahmoudi,et al.  Fuzzy adjustment of weighting factor in model predictive control of permanent magnet synchronous machines using current membership functions , 2016, 2016 IEEE Power and Energy Conference at Illinois (PECI).

[8]  Andrés Mora,et al.  Finite-Set Model-Predictive Control Strategies for a 3L-NPC Inverter Operating With Fixed Switching Frequency , 2018, IEEE Transactions on Industrial Electronics.

[9]  Leopoldo G. Franquelo,et al.  Guidelines for weighting factors design in Model Predictive Control of power converters and drives , 2009, 2009 IEEE International Conference on Industrial Technology.

[10]  Kyo-Beum Lee,et al.  Offset-Free Model Predictive Control for the Power Control of Three-Phase AC/DC Converters , 2015, IEEE Transactions on Industrial Electronics.

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

[12]  Vassilios G. Agelidis,et al.  A Single-Objective Predictive Control Method for a Multivariable Single-Phase Three-Level NPC Converter-Based Active Power Filter , 2015, IEEE Transactions on Industrial Electronics.

[13]  Francisco J. Rodríguez,et al.  A Neural Network-Based Dynamic Cost Function for the Implementation of a Predictive Current Controller , 2017, IEEE Transactions on Industrial Informatics.

[14]  Marian P. Kazmierkowski,et al.  State of the Art of Finite Control Set Model Predictive Control in Power Electronics , 2013, IEEE Transactions on Industrial Informatics.

[15]  Zhanfeng Song,et al.  A Simplified Finite-Control-Set Model-Predictive Control for Power Converters , 2014, IEEE Transactions on Industrial Informatics.

[16]  José R. Espinoza,et al.  Multiobjective Switching State Selector for Finite-States Model Predictive Control Based on Fuzzy Decision Making in a Matrix Converter , 2013, IEEE Transactions on Industrial Electronics.

[17]  Jin Zhao,et al.  Online tuning of weighting factors based on sugeno fuzzy method in predictive torque control of four-switch three-phase inverter-fed IM , 2016, 2016 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM).

[18]  Sonia F. Pinto,et al.  Fast optimum-predictive control and capacitor voltage balancing strategy for bipolar back-to-back NPC converters in high-voltage direct current transmission systems , 2011 .

[19]  José R. Espinoza,et al.  Predictive Torque and Flux Control Without Weighting Factors , 2013, IEEE Transactions on Industrial Electronics.

[20]  Robert S. Balog,et al.  Model Predictive Control of a Voltage-Source Inverter With Seamless Transition Between Islanded and Grid-Connected Operations , 2017, IEEE Transactions on Industrial Electronics.

[21]  Yongchang Zhang,et al.  Model-Predictive Flux Control of Induction Motor Drives With Switching Instant Optimization , 2015, IEEE Transactions on Energy Conversion.

[22]  J. Fernando A. da Silva,et al.  Fast-Predictive Optimal Control of NPC Multilevel Converters , 2013, IEEE Transactions on Industrial Electronics.

[23]  Bin Wu,et al.  Model-Predictive Control of Grid-Tied Four-Level Diode-Clamped Inverters for High-Power Wind Energy Conversion Systems , 2014, IEEE Transactions on Power Electronics.

[24]  Yongchang Zhang,et al.  Two-Vector-Based Model Predictive Torque Control Without Weighting Factors for Induction Motor Drives , 2016, IEEE Transactions on Power Electronics.

[25]  Ming Yu,et al.  A novel sorting-based multi-objective model predictive control for PMSG wind turbines , 2015, IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society.

[26]  Kyo-Beum Lee,et al.  Dynamic Performance Improvement of AC/DC Converter Using Model Predictive Direct Power Control With Finite Control Set , 2015, IEEE Transactions on Industrial Electronics.

[27]  Samir Kouro,et al.  Multiobjective Fuzzy-Decision-Making Predictive Torque Control for an Induction Motor Drive , 2017, IEEE Transactions on Power Electronics.

[28]  R. Kennel,et al.  An Improved FCS–MPC Algorithm for an Induction Motor With an Imposed Optimized Weighting Factor , 2012, IEEE Transactions on Power Electronics.