DocumentCode :
539638
Title :
Deposit Dimension Control with Using Single Neuron Self-learning PSD Controller During Spray Forming
Author :
Ying-dong, Qu ; Cheng-song, Cui ; San-ben, Chen ; Guang-hui, Ma
Author_Institution :
Sch. of Mater. Sci. & Eng., Shenyang Univ. of Technol., Shenyang, China
Volume :
1
fYear :
2011
fDate :
6-7 Jan. 2011
Firstpage :
849
Lastpage :
851
Abstract :
A single neuron self-learning PSD controller is used to perform deposit dimension control during spray forming process. Simulation results show that control performance of PSD controller is satisfied, override and steady state error are zero at three predetermined target value, and corresponding response time is short too. PSD closed-loop control experimental results show that the average deposit thickness is 5.32 mm in steady period, average error is 0.18 mm between actual size and target value 5.5 mm, maximum error is 0.28 mm, and RMS(mean square root) of error is 0.23 mm. Both simulation and experiment show that PSD controller is suitable for deposit dimension control owing to its self-learning and intelligent characteristic.
Keywords :
closed loop systems; forming processes; neurocontrollers; spray coating techniques; spraying; three-term control; unsupervised learning; RMS; closed loop control; deposit dimension control; root mean square; single neuron self learning PSD controller; spray forming process; steady state error; Materials; Mathematical model; Neurons; Process control; Simulation; Steady-state; Time factors; Deposit dimension; Intelligent control; PSD controller; Spray forming;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location :
Shangshai
Print_ISBN :
978-1-4244-9010-3
Type :
conf
DOI :
10.1109/ICMTMA.2011.212
Filename :
5720915
Link To Document :
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