Title :
Application of artificial intelligence algorithm in thermally stimulated discharge apparatus
Author :
Chang, Zhou ; Gangjin, Chen ; Xia, Zhou ; Guansong, Luo
Author_Institution :
Coll. of Electron. Inf., Hangzhou Dianzi Univ., Hangzhou, China
Abstract :
The artificial intelligence algorithm of the AI controller was researched, based on the DH-TSD thermally stimulated discharge apparatus developed by ourselves, and a comparison was made between the temperature rising curves of AI control and step control, the results show that the use of artificial intelligence algorithm can get a better linear for the temperature rising curve, which is conducive to raising the accuracy of the thermally stimulated discharge experiment. At last we demonstrated the conclusion by TSD experiment on the self-developed apparatus.
Keywords :
discharges (electric); intelligent control; physical instrumentation control; temperature control; thermally stimulated currents; three-term control; AI controller; DH-TSD thermally stimulated discharge apparatus; TSD experiment; artificial intelligence algorithm; self-developed apparatus; step control; temperature rising curves; Automation; Charge carrier processes; Discharges; Electrets; Intelligent systems; Temperature control; PID; artificial intelligence algorithm; thermally stimulated discharge;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location :
XianNing
Print_ISBN :
978-1-61284-458-9
DOI :
10.1109/CECNET.2011.5768952