Functional Safety Analysis and Design of Sensors in Robot Joint Drive System
Open Access
Abstract
The reliable operation of the sensors of robot joint drive systems (RJDs) is a key factor in ensuring the safety of equipment and personnel. Over the years, additional safety-related systems have been designed to prevent safety incidents caused by robot failures, ignoring the functional safety issues of the robot sensors themselves. In view of this, based on IEC61508, a functional safety analysis and design method for sensors of RJDs is proposed in this paper. Firstly, the hazard analysis and risk assessment clarified the goals that the safety protection function of the RJD’s sensor should achieve. Then, by establishing the motor drive model and transmission model, a model-based sensor fault diagnosis and isolation strategy is proposed. Considering the fault-tolerant operation of system, a fail-operational hardware architecture of the safety-related system is designed. Markov analysis shows that the safety integrity level (SIL) of safety-related systems can reach SIL3. Finally, experiments are designed to validate the proposed fault diagnosis and fault tolerance strategy. The results show that the safety-related system can effectively locate sensor failures, realize fault-tolerant control when a single sensor fails and perform safe torque off (STO) protection when multiple sensors fail.Keywords
Funding Information
- National Natural Science Foundation of China (U19A2072)
This publication has 33 references indexed in Scilit:
- Real-time encoder faults detection and rotor position estimation for permanent magnet synchronous motor drives fault tolerant sensorless control using digital signal controllerMathematics and Computers in Simulation, 2017
- Active collision avoidance for human–robot collaboration driven by vision sensorsInternational Journal of Computer Integrated Manufacturing, 2016
- Thermal reliability prediction and analysis for high-density electronic systems based on the Markov processMicroelectronics Reliability, 2016
- A suboptimal and analytical solution to mobile robot trajectory generation amidst moving obstaclesAutonomous Robots, 2015
- Functional Safety of Electrified Vehicles Through Model-Based Fault DiagnosisIFAC-PapersOnLine, 2015
- A Sensor Fault Detection and Isolation Method in Interior Permanent-Magnet Synchronous Motor Drives Based on an Extended Kalman FilterIEEE Transactions on Industrial Electronics, 2013
- Sensor and Sensorless Fault Tolerant Control for Induction Motors Using a Wavelet IndexSensors, 2012
- Cooperation Between a High-Power Robot and a Human by Functional SafetyJournal of Robotics and Mechatronics, 2011
- How future automotive functional safety requirements will impact microprocessors designMicroelectronics Reliability, 2010
- Fault detection and fault-tolerant control of interior permanent-magnet motor drive system for electric vehicleIEEE Transactions on Industry Applications, 2005