Application research on foam glass kiln temperature control model and strategy

doi:10.3923/itj.2013.7803.7808

	Application research on foam glass kiln temperature control model and strategy
	Du, X.J.2; Shi, S.T.1
刊名	Information Technology Journal
	2013
卷号	12 期号:23 页码:7803-7808
关键词	Brickmaking Delay control systems Fuzzy inference Fuzzy logic Fuzzy neural networks Genetic algorithms Glass Kilns Quality control Temperature control Application research Clonal selection algorithms Complex control Foam glass Large time delay Optimized Fuzzy Neural Network (OFNN) Temperature control models Working mechanisms
ISSN号	18125638
DOI	10.3923/itj.2013.7803.7808
英文摘要	Foam glass production process is a typical nonlinear, large time delay, large inertia, strong cross-coupling, time-varying and complex control object. In this study, a new temperature control strategy is proposed by analyzing the working mechanism of the kiln and the temperature control problem in it. In the application, the Optimized Fuzzy Neural Network (OFNN) is applied to model the foam glass kiln and its weights and threshold value of the neural network are optimized by the Clonal Selection Algorithm (CSA) of the immune system theory. The structure of the controller is modified at any time in the process of production according to the temperature output error and its aim is to achieve the most stable temperature control of the foam glass production process in the kilns. The application of the model in the control system is successful and effective to improve the glass product quality. © 2013 Asian Network for Scientific Information.
语种	英语
出版者	Asian Network for Scientific Information, 308-Lasani Town, Sargodha Road, Faisalabad, Pakistan
内容类型	期刊论文
源URL	[http://ir.lut.edu.cn/handle/2XXMBERH/113728]
专题	电气工程与信息工程学院
作者单位	1.China Energy Engineering Group Co. Ltd., 100029 Beijing, China 2.College of Electrical and Information Engineering, Lanzhou University of Technology, 730050 Lanzhou, China;
推荐引用方式 GB/T 7714	Du, X.J.,Shi, S.T.. Application research on foam glass kiln temperature control model and strategy[J]. Information Technology Journal,2013,12(23):7803-7808.
APA	Du, X.J.,&Shi, S.T..(2013).Application research on foam glass kiln temperature control model and strategy.Information Technology Journal,12(23),7803-7808.
MLA	Du, X.J.,et al."Application research on foam glass kiln temperature control model and strategy".Information Technology Journal 12.23(2013):7803-7808.