{"title":"基于状态空间估计和卡尔曼滤波的车辆牵引直流电机转矩控制","authors":"Alex Archela, Dário Guilherme Toginho, L. F. Melo","doi":"10.1109/INDUSCON.2018.8627285","DOIUrl":null,"url":null,"abstract":"The control techniques for traction of electric vehicles and mobile robotics has been extensively studied. This paper presents a comparative study over torque control of a DC motor against classical speed controllers, for use on traction of mobile vehicles. Also it presents an approach to estimate the parameters of a generic motor and the equations for discrete model state space of a DC motor. It is also described in this paper the hardware used for implementation of the system. As part of the controlled feedback the electromagnetic torque generated by the motor is not read by a torque sensor, but estimated by a Kalman filter estimator, given the speed read by a Hall effect sensor system connected to the shaft of the motor. The system is all simulated on a hardware-in-the-loop system, where the parameters can be adjusted simultaneously to a running system.","PeriodicalId":156866,"journal":{"name":"2018 13th IEEE International Conference on Industry Applications (INDUSCON)","volume":" 9","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Torque Control of a DC Motor With a State Space Estimator and Kalman Filter for Vehicle Traction\",\"authors\":\"Alex Archela, Dário Guilherme Toginho, L. F. Melo\",\"doi\":\"10.1109/INDUSCON.2018.8627285\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The control techniques for traction of electric vehicles and mobile robotics has been extensively studied. This paper presents a comparative study over torque control of a DC motor against classical speed controllers, for use on traction of mobile vehicles. Also it presents an approach to estimate the parameters of a generic motor and the equations for discrete model state space of a DC motor. It is also described in this paper the hardware used for implementation of the system. As part of the controlled feedback the electromagnetic torque generated by the motor is not read by a torque sensor, but estimated by a Kalman filter estimator, given the speed read by a Hall effect sensor system connected to the shaft of the motor. The system is all simulated on a hardware-in-the-loop system, where the parameters can be adjusted simultaneously to a running system.\",\"PeriodicalId\":156866,\"journal\":{\"name\":\"2018 13th IEEE International Conference on Industry Applications (INDUSCON)\",\"volume\":\" 9\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 13th IEEE International Conference on Industry Applications (INDUSCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INDUSCON.2018.8627285\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 13th IEEE International Conference on Industry Applications (INDUSCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INDUSCON.2018.8627285","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Torque Control of a DC Motor With a State Space Estimator and Kalman Filter for Vehicle Traction
The control techniques for traction of electric vehicles and mobile robotics has been extensively studied. This paper presents a comparative study over torque control of a DC motor against classical speed controllers, for use on traction of mobile vehicles. Also it presents an approach to estimate the parameters of a generic motor and the equations for discrete model state space of a DC motor. It is also described in this paper the hardware used for implementation of the system. As part of the controlled feedback the electromagnetic torque generated by the motor is not read by a torque sensor, but estimated by a Kalman filter estimator, given the speed read by a Hall effect sensor system connected to the shaft of the motor. The system is all simulated on a hardware-in-the-loop system, where the parameters can be adjusted simultaneously to a running system.