Title :
Design and Application of Soft Sensor Object in Water Treatment Plant
Author_Institution :
Yantai Univ., Yantai
Abstract :
pointed out in this paper; its structure, function and implementation are discussed. Soft sensor object is a new way for intelligent sensor design and a new method for sensor validation and sensor failure detection. A new training method for auto-associative neural network (AANN) is also used. Soft sensor object finds its application in water treatment plant.
Keywords :
content-addressable storage; control engineering computing; failure analysis; inference mechanisms; intelligent sensors; neural nets; object-oriented methods; water treatment; auto-associative neural network; flexible control theory; intelligent sensor; object oriented flexible design; sensor failure detection; sensor validation; soft sensor object; water treatment plant; Automatic control; Control nonlinearities; Control system synthesis; Control systems; Control theory; Intelligent control; Intelligent sensors; Nonlinear control systems; Process control; Process design; Intelligent control; OOP; Sensor; Water treatment;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370602
