Adaptive MPC-based Cost Function for Capacitorless VAR Compensator in Distribution Networks

In the post-industrial digital-economy era, dealing with constant power loads along with distributed energy resources, including photovoltaic systems, energy storage, and electrified transportation are the new challenges. This is particularly important in the distribution portion of the electrical power system level where power quality and system integrity directly impact sensitive loads. The D-STATCOM is one solution to address the power quality issue as it provides dynamic reactive power and harmonic compensation. The backbone of the well-known voltage source converter, which is commonly used is the electrolytic capacitor. These capacitors have well-known failure characteristics that are accelerated in austere environments. A D-STATCOM technology that does not utilize electrolytic capacitors has the potential for increased reliability and service life with the goal of 40 years or more to match the lifetime of other power systems device. This paper proposes a method to further improve the efficiency and reliability of the capacitor-less D-STATCOM devices by penalizing high fidelity performance to reduce the average switching frequency using finite control set model predictive control (MPC). Simulation and experimental results using a testbed of 7.5kVA demonstrate a 30% reduction in switching frequency while still meeting 5% THD standards.

[1]  Dewei Li,et al.  Convergence Analysis and Digital Implementation of a Discrete-Time Neural Network for Model Predictive Control , 2014, IEEE Transactions on Industrial Electronics.

[2]  Wesam Rohouma,et al.  D-STATCOM for harmonic mitigation in low voltage distribution network with high penetration of nonlinear loads , 2020 .

[3]  B. Singh,et al.  Selective Compensation of Power-Quality Problems Through Active Power Filter by Current Decomposition , 2008, IEEE Transactions on Power Delivery.

[4]  Frede Blaabjerg,et al.  Control of Power Electronic Converters and Systems , 2018 .

[5]  Patricio Cortes Estay,et al.  Predictive control of power converters and electrical drives , 2012 .

[6]  Kamal Al-Haddad,et al.  Power Quality: Problems and Mitigation Techniques , 2014 .

[7]  Moncef Kadi,et al.  Failure analysis of aluminum electrolytic capacitors based on electrical and physicochemical characterizations , 2017, 2017 IEEE International Reliability Physics Symposium (IRPS).

[8]  Hirofumi Akagi,et al.  Instantaneous power theory and applications to power conditioning , 2007 .

[9]  Robert S. Balog,et al.  An Adaptive Model Predictive Controller for Current Sensorless MPPT in PV Systems , 2020, IEEE Open Journal of Power Electronics.

[10]  H Lee Willis,et al.  Aging Power Delivery Infrastructures , 2000 .

[11]  Robert S. Balog,et al.  Reactive Power Compensation of Time-Varying Load Using Capacitor-less D-STATCOM , 2019, 2019 10th International Conference on Power Electronics and ECCE Asia (ICPE 2019 - ECCE Asia).

[12]  Robert S. Balog,et al.  Development of a Capacitor-less D-STATCOM for Power Quality Improvement in Low Voltage Network , 2019, 2019 IEEE 13th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG).

[13]  David G. Dorrell,et al.  Multi-Objective Model-Predictive Control for High-Power Converters , 2013, IEEE Transactions on Energy Conversion.

[14]  Subhashish Bhattacharya,et al.  Synchronous frame based controller implementation for a hybrid series active filter system , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[15]  Mostafa Mosa,et al.  Model Predictive Control of a Capacitorless Matrix Converter-Based STATCOM , 2017, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[16]  Robert S. Balog,et al.  A variable step-size MPPT for sensorless current model predictive control for photovoltaic systems , 2016, 2016 IEEE Energy Conversion Congress and Exposition (ECCE).

[17]  Robert S. Alwitt,et al.  The Chemistry of Failure of Aluminum Electrolytic Capacitors , 1965 .

[18]  Robert S. Balog,et al.  Autotuning Technique for the Cost Function Weight Factors in Model Predictive Control for Power Electronic Interfaces , 2019, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[19]  Robert S. Balog,et al.  D-STATCOM for a Distribution Network with Distributed PV Generation , 2018, 2018 International Conference on Photovoltaic Science and Technologies (PVCon).

[20]  Robert S. Balog,et al.  Capacitor-less D-STATCOM for reactive power compensation , 2018, 2018 IEEE 12th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG 2018).

[21]  Robert S. Balog,et al.  Adaptive Model Predictive Controller to Reduce Switching Losses for a Capacitor-Less D-STATCOM , 2020, IEEE Open Journal of Power Electronics.