DocumentCode
724393
Title
Black box system identification dedicated to a microwave heating process
Author
Yupeng Yuan ; Shan Liang ; Jiaqi Zhong ; Qingyu Xiong ; Min Gao
Author_Institution
Coll. of Autom., Chongqing Univ., Chongqing, China
fYear
2015
fDate
23-25 May 2015
Firstpage
4116
Lastpage
4120
Abstract
Microwave heating is an advance heating technology because the energetic interest of microwaves. The modelling technique is a useful approach to describe the microwave heating process for the control system to avoid the thermal runaway. The “white box” model and “grey box” model have been studied for several years, which are still can not offer a useful model for the real time control of the microwave heating system. A black-box system identification based on an autoregressive exogenous (ARX) model is presented in this paper. Several experiments with different prediction horizons are carried out, the simulations results show that the ARX model can precisely describe input and output relationship of the microwave heating process.
Keywords
microwave heating; autoregressive exogenous model; black box system identification; grey box model; microwave heating process; thermal runaway; white box model; Electromagnetic heating; Mathematical model; Microwave measurement; Microwave technology; Temperature measurement; Autoregressive exogenous model; Black box; Microwave heating; System identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location
Qingdao
Print_ISBN
978-1-4799-7016-2
Type
conf
DOI
10.1109/CCDC.2015.7162645
Filename
7162645
Link To Document