“…Earlier, authors have published the work on single sensor FTCS based on direct redundant sensors [13]. The direct redundant sensors consist of a set of primary and a set of secondary sensors as shown in Figure 1.…”
Section: Effect Of Hall-effect Sensor Fault Fault Types and System Response 21 Single Hall-effect Sensor Ftcsmentioning
confidence: 99%
“…The program logic is similar for fault detection, identification and compensation of Hall-effect sensor P2, as well. A MATLAB/Simulink simulation model was used for testing the main program logic, which was designed and published in earlier work of the authors [13].…”
Section: Explanation Of Program Flowchart Of the Ftcsmentioning
confidence: 99%
“…The momentary changes in the motor speed caused by the faults are depicted in Figure 8. The speed A MATLAB/Simulink simulation model was used for testing the main program logic, which was designed and published in earlier work of the authors [13].…”
Section: Validation Of the Algorithm By A Matlab/simulink Simulationmentioning
confidence: 99%
“…The startup algorithm does work most of the time; however, it also fails in certain specific situations. A direct redundant Hall-effect sensor fault tolerant control is explained in [13]. Aqil and Jin Hur claim that the method is fast, however, only one of the three sensors can be considered faulty.…”
Section: Introductionmentioning
confidence: 99%
“…This paper proposes a new algorithm based on a direct redundant idea to deal with the fault of up to two Hall-effect sensors. The single sensor FTCS presented in [13] fails when double sensor fault is considered; therefore, here, a novel algorithm is devised to deal with the double sensor faults. Furthermore, a completely new experimental scheme is devised to validate the algorithm.…”
A direct redundancy-based fault tolerant control system (FTCS) is proposed for the operation of a brushless DC (BLDC) motor in the case of multiple sensor failures. The presented method expands on the previously published work that dealt with the failure of a single Hall-effect sensor. In this paper, a novel algorithm is developed along with the new experimental scheme and the FTCS can deal with the failure of up to two Hall-effect sensors. The fault tolerant control (FTC) algorithm is based on three conditions and is designed to deal with any scenario of the sensor faults. Simulation was performed and presented experimental results show effectiveness and validation of the method. The method can be implemented with ease, is fast and does not require high end processors.
“…Earlier, authors have published the work on single sensor FTCS based on direct redundant sensors [13]. The direct redundant sensors consist of a set of primary and a set of secondary sensors as shown in Figure 1.…”
Section: Effect Of Hall-effect Sensor Fault Fault Types and System Response 21 Single Hall-effect Sensor Ftcsmentioning
confidence: 99%
“…The program logic is similar for fault detection, identification and compensation of Hall-effect sensor P2, as well. A MATLAB/Simulink simulation model was used for testing the main program logic, which was designed and published in earlier work of the authors [13].…”
Section: Explanation Of Program Flowchart Of the Ftcsmentioning
confidence: 99%
“…The momentary changes in the motor speed caused by the faults are depicted in Figure 8. The speed A MATLAB/Simulink simulation model was used for testing the main program logic, which was designed and published in earlier work of the authors [13].…”
Section: Validation Of the Algorithm By A Matlab/simulink Simulationmentioning
confidence: 99%
“…The startup algorithm does work most of the time; however, it also fails in certain specific situations. A direct redundant Hall-effect sensor fault tolerant control is explained in [13]. Aqil and Jin Hur claim that the method is fast, however, only one of the three sensors can be considered faulty.…”
Section: Introductionmentioning
confidence: 99%
“…This paper proposes a new algorithm based on a direct redundant idea to deal with the fault of up to two Hall-effect sensors. The single sensor FTCS presented in [13] fails when double sensor fault is considered; therefore, here, a novel algorithm is devised to deal with the double sensor faults. Furthermore, a completely new experimental scheme is devised to validate the algorithm.…”
A direct redundancy-based fault tolerant control system (FTCS) is proposed for the operation of a brushless DC (BLDC) motor in the case of multiple sensor failures. The presented method expands on the previously published work that dealt with the failure of a single Hall-effect sensor. In this paper, a novel algorithm is developed along with the new experimental scheme and the FTCS can deal with the failure of up to two Hall-effect sensors. The fault tolerant control (FTC) algorithm is based on three conditions and is designed to deal with any scenario of the sensor faults. Simulation was performed and presented experimental results show effectiveness and validation of the method. The method can be implemented with ease, is fast and does not require high end processors.
Electronic commutator in Brushless DC motor (BLDC) drives decides the sequence of driving current through the stator windings based on the rotor position sensed by the three Hall position sensors. If any fault occurs in the Hall sensors, it will result in a faulty driving sequence of rotors and the motor will stall. This paper investigates an artificial intelligence-based Fault Diagnosis and Compensation (FDC) system for correcting up to two position sensor failures in trapezoidal back EMF BLDC motor drives. The proposed faulttolerant system is a simple, fast, and efficient method to diagnose and reconstruct the commutation signals using the existing processor-based commutator arrangements. An Artificial Intelligence algorithm is developed to estimate the correct switching sequence in the absence of up to two Hall sensor signals while the motor is running. This supervised learning network is advantageous as it is added as an additional control algorithm with the existing control algorithm for BLDC motor. The simulation and hardware results showcase the effective performance of the proposed algorithm for different Hall sensor fault conditions.
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