Virtual Sensing-Based Control Design of a SiC Off-Board Charging System for Electric Bus Applications

This paper proposes a SiC-based off-board charging system for battery electric buses (BEBs) and its control design for tracking the DC link voltage. The virtual sensing architecture design based on Adaptive Kalman Filter (AKF) is developed to accurately observe three-phase AC current by use of voltage sensing signals. The MATLAB/Simscape model of the off-board charging system is designed to validate the virtual sensors. The control system is implemented on a simulation model based on virtual sensors to track the DC charging voltage. The simulation results have demonstrated a comparative analysis result of plant and virtual sensors as well as the system's control performance.

[1]  Xiaoming Hu,et al.  An optimization approach to adaptive Kalman filtering , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[2]  Chen Chen,et al.  A Sensorless Predictive Current Controlled Boost Converter by Using an EKF with Load Variation Effect Elimination Function , 2015, Sensors.

[3]  D. Simon Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches , 2006 .

[4]  Kemalettin Erbatur,et al.  An improved real-time adaptive Kalman filter with recursive noise covariance updating rules , 2016 .

[5]  Chengning Zhang,et al.  A High Power Density Integrated Charger for Electric Vehicles with Active Ripple Compensation , 2015 .

[6]  Taravat Saryan Modeling and Observer Design of a Nonlinear LCL Filter for Three-Phase Grid-Connected Voltage Source Converter , 2014 .

[7]  Omar Hegazy,et al.  A Rapid Non-Linear Computation Model of Power Loss and Electro Thermal Behaviour of Three-Phase Inverters in EV Drivetrains , 2020, 2020 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM).

[8]  B. Ozpineci,et al.  EV/PHEV Bidirectional Charger Assessment for V2G Reactive Power Operation , 2013, IEEE Transactions on Power Electronics.

[9]  Omar Hegazy,et al.  Optimal Design Strategy and Electro-Thermal Modelling of a High-Power Off-Board Charger for Electric Vehicle Applications , 2020, 2020 Fifteenth International Conference on Ecological Vehicles and Renewable Energies (EVER).

[10]  Mark Ferguson,et al.  Simulation of electric buses on a full transit network: Operational feasibility and grid impact analysis , 2017 .

[11]  Ataul Aziz Ikram,et al.  Compatibility of objective functions with simplex algorithm for controller tuning of HVDC system , 2020 .

[12]  Chao-Tsung Ma,et al.  Design and Implementation of a GaN-Based Three-Phase Active Power Filter , 2020, Micromachines.

[13]  Józef Paska,et al.  Impact of Electric Bus Charging on Distribution Substation and Local Grid in Warsaw , 2020, Energies.

[14]  Axel Mertens,et al.  Low voltage and high power DC-AC inverter topologies for electric vehicles , 2013, 2013 IEEE Energy Conversion Congress and Exposition.

[15]  Zhenyu Huang,et al.  Adaptive adjustment of noise covariance in Kalman filter for dynamic state estimation , 2017, 2017 IEEE Power & Energy Society General Meeting.

[16]  Imanol Iriarte Arrese Implementation and testing of Sigma-Point Kalman filters in Simulink for nonlinear estimation , 2016 .