DocumentCode
2439920
Title
Based on Neuron Adaptive Controller for Linear Motor Slip Frequency Vector Control System
Author
Yunhai, Hou ; Yuhua, Wang
Author_Institution
Coll. of Electr. & Electron. Eng., Changchun Univ. of Technol., Changchun, China
Volume
2
fYear
2009
fDate
26-27 Aug. 2009
Firstpage
94
Lastpage
98
Abstract
It is hard to set up precise mathematic model of Linear Induction Motor, and the conventional PI vector control is hard to get desirable control effect, it is proposed to apply the neuron net control method into the slip frequency vector control system of the Linear Induction Motor. In this thesis, the neuron adaptive controller is used as speed controller, and conventional PI controller as current controller. The neuron net has ability to self-learning and adaptation, so its application into control does not depends on mathematic model of control object, and the neuron net controller can overcome the defect of less robustness of the conventional PI controller while changing of motor parameters. The simulation experiment has been made under the condition of starting and loading of motor. The results has shown that Linear Motor Slip Frequency Vector Control System Based on Neuron adaptive Controller has not only good dynamic and stable performance, but also better robustness than PI control system.
Keywords
PI control; adaptive control; electric current control; frequency control; linear induction motors; neurocontrollers; velocity control; PI vector control; current controller; linear induction motor; linear motor slip frequency vector control system; mathematic model; neuron adaptive controller; neuron net control method; speed controller; Adaptive control; Control systems; Frequency; Induction motors; Machine vector control; Mathematical model; Mathematics; Neurons; Programmable control; Robust control; Linear Induction Motor; Neuron adaptive Controller; Slip Frequency; Vector Control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Human-Machine Systems and Cybernetics, 2009. IHMSC '09. International Conference on
Conference_Location
Hangzhou, Zhejiang
Print_ISBN
978-0-7695-3752-8
Type
conf
DOI
10.1109/IHMSC.2009.149
Filename
5336036
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