Single neuron adaptive internal model controller for induction motor speed control

摘要：

Aiming at the shortcomings of conventional speed controller of the induction motor control system,a single neuron adaptive internal model control (IMC) speed controller is presented in this paper.First,the controller which has a PI structure is designed based on IMC principle.It has only one adjustable parameter that is directly related to system performance.Next,a single neuron is employed to tune the parameter of IMC on–line in a real-time way.Finally,the controller is applied to induction motor vector control system with digital signal processor (DSP) based on the theoretical analysis.The experimental results show that the control strategy is effective and this control method can achieve good dynamic and static performance.

关键词： single neuron adaptive internal model control DSP induction motor speed control

作者: Xue-juan Shao Jing-gang Zhang Min Zhang Zhi-cheng Zhao

作者单位: Department of AutomationTaiyuan University of Science and Technology,Taiyuan,China Department of Automation Taiyuan University of Science and Technology,Taiyuan,China

会议类型: 国际会议

会议名称: International Conference on Modelling,Identification and Control(模拟、鉴定、控制国际会议)

会议地点: 上海

会议语种:英文

在线出版日期: 2008-06-29（万方平台首次上网日期，不代表论文的发表时间）