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Published in:
2012 | OriginalPaper | Chapter
The Research of Soft Measurement Method Based on Sintering Process Permeability Index
Authors : Jinyu Teng, Xiaoxin Zhang
Published in: Foundations of Intelligent Systems
Publisher: Springer Berlin Heidelberg
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This paper studies the modeling method of soft measurement based on the permeability of index sintering process. Soft sensor modeling can use three kinds of methods, neural network, fuzzy control and adaptive fuzzy neural network of soft measurement based on subtraction clustering. Through analysis various soft sensor modeling methods and experimental data, Subtraction clustering adaptive fuzzy neural network method has a very good convergence, and also it has highly precision of prediction, smaller test error, so the method very suitable for the engineering application.