Title :
Design and application of soft sensor object in water treatment plant
Author_Institution :
Comput. Sch., Yantai Univ., Yantai, China
Abstract :
Based on the Object Oriented Flexible Design and Flexible Control theory, the concept of soft sensor object is 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 :
learning (artificial intelligence); neurocontrollers; sensors; water treatment; auto-associative neural network; flexible control theory; intelligent sensor design; object oriented flexible design; sensor failure detection; sensor validation; soft sensor object; training method; water treatment plant; Automatic control; Control system synthesis; Control systems; Control theory; Intelligent control; Intelligent sensors; Object oriented modeling; Process control; Process design; Programmable control;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2010 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-6450-0
DOI :
10.1109/ICNSC.2010.5461526
