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基于XGBoost神经网络模型的无传感器驱动故障诊断技术 被引量:1
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作者 陈育中 《科技创新与应用》 2022年第34期189-192,共4页
为从根本上提升自动化包装生产线运行水平,有效控制自动化包装生产线电机无传感器驱动环节的故障诊断效果,确保电机在复杂情况下也可实现安全可靠运行目标,需选择适宜故障诊断技术手段,理清故障诊断流程,提升故障诊断结果实际利用率。... 为从根本上提升自动化包装生产线运行水平,有效控制自动化包装生产线电机无传感器驱动环节的故障诊断效果,确保电机在复杂情况下也可实现安全可靠运行目标,需选择适宜故障诊断技术手段,理清故障诊断流程,提升故障诊断结果实际利用率。基于此,该文以自动化包装生产线电机无传感器驱动故障诊断技术的重要意义为切入点,阐述电机无传感器驱动故障诊断技术的类型,运用XGBoost算法基本理论及特征,构建神经网络系统,实现对自动化包装生产线电机无传感器驱动环节的故障诊断。 展开更多
关键词 XGBoost神经网络模型 自动化包装生产线 无传感器驱动 故障诊断 XGBoost算法
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单个逆变器驱动两台并联感应电机的无速度传感器矢量控制方法
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作者 K.Matsuse 高首聪 《变流技术与电力牵引》 2005年第4期6-10,共5页
介绍在单个逆变器驱动两台定子绕组并联的感应电机时,对各转子产生的转矩采取无速度传感器矢量控制的方法。该方法采用自适应转子磁通观测器取代磁通传感器,磁通观测器中增加转子速度自适应测定来取代速度传感器。试验结果表明,在每台... 介绍在单个逆变器驱动两台定子绕组并联的感应电机时,对各转子产生的转矩采取无速度传感器矢量控制的方法。该方法采用自适应转子磁通观测器取代磁通传感器,磁通观测器中增加转子速度自适应测定来取代速度传感器。试验结果表明,在每台感应电机不同的额定条件下,该方法是实用的。 展开更多
关键词 自适应转子磁通观测器 双并联感应电机 无传感器驱动 矢量控制
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AutomationDirect公司推出最新的DURApulse系列无传感器矢量交流驱动器
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《变频器世界》 2004年第7期17-17,共1页
关键词 DURApulse系列无传感器矢量交流驱动 串行通信协议 矢量控制 AutomationDirect公司
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Simulation on model predictive control for PMSM drive system based on double extended state observer 被引量:4
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作者 CUI Hong-wei TENG Qing-fang +1 位作者 ZHU Jian-guo GUO You-guang 《Journal of Measurement Science and Instrumentation》 CAS CSCD 2018年第4期380-387,共8页
A novel double extended state observer(DESO)based on model predictive torque control(MPTC)strategy is developed for three-phase permanent magnet synchronous motor(PMSM)drive system without current sensor.In general,to... A novel double extended state observer(DESO)based on model predictive torque control(MPTC)strategy is developed for three-phase permanent magnet synchronous motor(PMSM)drive system without current sensor.In general,to achieve high-precision control,two-phase current sensors are necessary for successful implementation of MPTC.For this purpose,two ESOs are used to estimate q-axis current and stator resistance respectively,and then based on this,d-axis current is estimated.Moreover,to reduce torque and flux ripple and to improve the performance of the torque and speed,MPTC strategy is designed.The simulation results validate the feasibility and effectiveness of the proposed scheme. 展开更多
关键词 double extended state observer(DESO) model predictive torque control(MPTC) permanent magnet synchronous motor(PMSM)drive system without current sensor
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Design of a novel finger of DLR/HIT dextrous robot hand based on mechatronic integration
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作者 刘伊威 赵京东 +1 位作者 金明河 刘宏 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2009年第3期376-381,共6页
With the idea of mechatronic integration,a novel finger of the dextrous robot hand has been designed. The finger with nice envelop has four joints with three DOFs driven by three brushless DC motors with smaller size ... With the idea of mechatronic integration,a novel finger of the dextrous robot hand has been designed. The finger with nice envelop has four joints with three DOFs driven by three brushless DC motors with smaller size and more torque. The use of rigid gear head,bevel gears and linkage in the transmission system makes the finger more rigid. Abundant sensors such as joint angle sensors,joint torque sensors and temperature sensors are located in the finger. Integration and modularization are achieved at most by high integration of finger body,driving system,sensors and electronics. 展开更多
关键词 robotic hand SENSORS mechatronic integration
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