Speed and Load Torque Estimation of Induction Motors Based on an Adaptive Extended Kalman Filter | |
Yu HX(于洪霞); Hu JT(胡静涛)![]() | |
2011 | |
会议名称 | International Conference on Materials Science and Information Technology (MSIT 2011) |
会议日期 | SEP 16-18, 2011 |
会议地点 | Singapore |
关键词 | AEKF Induction Motor Load Torque Speed |
页码 | 7004-7010 |
中文摘要 | When we monitor running state of induction motor in field, the sensorless estimation of load torque and speed of induction motor has important significance, in this paper, a method to estimate load torque and speed of motor using adaptive extended kalman filter(AEKF) is presented, the covariance matrices of noises are estimated while the speed and load torque of induction motor are estimated using EKF in this method; this method solved the problem that the estimate results of EKE are affected greatly by the covariance matrices of noise, Simulation demonstrate that this method can get higher estimated accuracy. |
收录类别 | EI ; CPCI(ISTP) |
产权排序 | 1 |
会议录 | Advanced Materials Research
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会议录出版者 | TRANS TECH PUBLICATIONS LTD |
会议录出版地 | STAFA-ZURICH, Switzerland |
语种 | 英语 |
ISSN号 | 1022-6680 |
ISBN号 | 978-3-03785-319-1 |
WOS记录号 | WOS:000302092002206 |
内容类型 | 会议论文 |
源URL | [http://ir.sia.cn/handle/173321/9197] ![]() |
专题 | 沈阳自动化研究所_工业信息学研究室 |
推荐引用方式 GB/T 7714 | Yu HX,Hu JT. Speed and Load Torque Estimation of Induction Motors Based on an Adaptive Extended Kalman Filter[C]. 见:International Conference on Materials Science and Information Technology (MSIT 2011). Singapore. SEP 16-18, 2011. |
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