Hardware-in-the-Loop Fault Injection for Traction Control System

This paper presents a multiprocessor hardware-in-the-loop (HIL) fault injection strategy for real-time simulation of faults in traction control system (TCS). TCS models are solved for the implementation in CPU and field-programmable gate array. A timing optimization method based on static timing analysis is proposed to deal with timing error induced by real-time fault injection. A multiprocessor-based HIL platform is constructed, and the pipeline of fault injection unit is designed for the proposed platform. The HIL experimental results validate the effectiveness and applicability of the proposed strategy.

[1]  Steven X. Ding,et al.  Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms , 2018, IEEE Transactions on Industrial Electronics.

[2]  Jing Wang,et al.  Development of a Universal Platform for Hardware In-the-Loop Testing of Microgrids , 2014, IEEE Transactions on Industrial Informatics.

[3]  Nadine Gottschalk,et al.  Vlsi Physical Design From Graph Partitioning To Timing Closure , 2016 .

[4]  Alfredo Benso,et al.  Fault Injection Techniques and Tools for Embedded Systems , 2003 .

[5]  David de Andrés,et al.  Fault Emulation for Dependability Evaluation of VLSI Systems , 2008, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[6]  Jiali Liu,et al.  Investigation of aerodynamic effects on the high-speed train exposed to longitudinal and lateral wind velocities , 2016 .

[7]  N.A.O. Demerdash,et al.  Analysis and Diagnostics of Adjacent and Nonadjacent Broken-Rotor-Bar Faults in Squirrel-Cage Induction Machines , 2009, IEEE Transactions on Industrial Electronics.

[8]  Frede Blaabjerg,et al.  Transitioning to Physics-of-Failure as a Reliability Driver in Power Electronics , 2014, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[9]  Yong Zhang,et al.  Hardware-in-the-Loop Simulation of Robust Mode Transition Control for a Series–Parallel Hybrid Electric Vehicle , 2016, IEEE Transactions on Vehicular Technology.

[10]  Mohammad Reza Zolghadri,et al.  FPGA-Based Reconfigurable Control for Fault-Tolerant Back-to-Back Converter Without Redundancy , 2013, IEEE Transactions on Industrial Electronics.

[11]  Tomi Räty,et al.  Model-based testing of embedded systems in hardware in the loop environment , 2012, IET Softw..

[12]  Thomas G. Habetler,et al.  An Open-Switch Fault Diagnosis Method for Single-Phase PWM Rectifier Using a Model-Based Approach in High-Speed Railway Electrical Traction Drive System , 2016, IEEE Transactions on Power Electronics.

[13]  Wikimedia Commons,et al.  Automatic Train Control System Development and Simulation for High-Speed Railways , 2010 .

[14]  Peter Fogh Odgaard,et al.  Fault tolerant control of wind turbines: a benchmark model , 2009 .

[15]  Venkata Dinavahi,et al.  A General Framework for FPGA-Based Real-Time Emulation of Electrical Machines for HIL Applications , 2015, IEEE Transactions on Industrial Electronics.

[16]  Martin D. F. Wong,et al.  UI-Timer 1.0: An Ultrafast Path-Based Timing Analysis Algorithm for CPPR , 2016, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[17]  Fujun Ma,et al.  Railway Static Power Conditioners for High-speed Train Traction Power Supply Systems Using Three-phase V/V Transformers , 2011, IEEE Transactions on Power Electronics.

[18]  Lin Guan,et al.  MMC-HVDC Simulation and Testing Based on Real-Time Digital Simulator and Physical Control System , 2014, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[19]  Gérard-André Capolino,et al.  Advances in Diagnostic Techniques for Induction Machines , 2008, IEEE Transactions on Industrial Electronics.

[20]  Chris S. Edrington,et al.  Real-Time Emulation of a High-Speed Microturbine Permanent-Magnet Synchronous Generator Using Multiplatform Hardware-in-the-Loop Realization , 2014, IEEE Transactions on Industrial Electronics.

[21]  Xinglai Ge,et al.  An Open-Circuit Fault Diagnosis Approach for Single-Phase Three-Level Neutral-Point-Clamped Converters , 2018, IEEE Transactions on Power Electronics.

[22]  Jean Arlat,et al.  Fault Injection for Dependability Validation: A Methodology and Some Applications , 1990, IEEE Trans. Software Eng..

[23]  E. Süli,et al.  An introduction to numerical analysis , 2003 .

[24]  B. Valsa,et al.  Software Fault Injection Testing of the Embedded Software of a Satellite Launch Vehicle , 2013, IEEE Potentials.

[25]  Weihua Gui,et al.  A Fault-Injection Strategy for Traction Drive Control Systems , 2017, IEEE Transactions on Industrial Electronics.

[26]  Clement Mayet,et al.  Hardware-In-the-Loop Simulation of Traction Power Supply for Power Flows Analysis of Multitrain Subway Lines , 2017, IEEE Transactions on Vehicular Technology.

[27]  Haitham Abu-Rub,et al.  Speed and Load Torque Observer Application in High-Speed Train Electric Drive , 2010, IEEE Transactions on Industrial Electronics.

[28]  Yongduan Song,et al.  Neuro-Adaptive Fault-Tolerant Approach for Active Suspension Control of High-Speed Trains , 2015, IEEE Transactions on Intelligent Transportation Systems.

[29]  Guoqing Xu,et al.  Heavy-Ion Microbeam Fault Injection into SRAM-Based FPGA Implementations of Cryptographic Circuits , 2015, IEEE Transactions on Nuclear Science.

[30]  Asier Larrucea,et al.  Modeling and Simulated Fault Injection for Time-Triggered Safety-Critical Embedded Systems , 2014, 2014 IEEE 17th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing.