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