Title :
On the knowledge computation theory for intelligent process control
Author :
Liwei, Bao ; Chengzhi, Huang ; Jixin, Qian
Author_Institution :
Res. Inst. of Ind. Process Control, Zhejiang Univ., Hangzhou, China
Abstract :
The problem of knowledge computation is put forward by dissecting the characteristics of industrial process control. A theory of knowledge computation for intelligent process control is proposed to overcome the difficulties of intelligent control for industrial processes. The theory is based on the characteristics of knowledge that can be quantified and numerically calculated to represent the space-time causality in an intelligent process control system. The intent and methodology of the knowledge computation theory for intelligent process control are presented. The computational properties of knowledge in intelligent process control can be described in three aspects: computation theory, algorithm and realization method. The problems of knowledge representation, reasoning and knowledge acquisition are studied
Keywords :
computation theory; inference mechanisms; intelligent control; knowledge acquisition; knowledge representation; process control; industrial process control; intelligent process control; knowledge acquisition; knowledge computation theory; knowledge representation; reasoning; space-time causality; Computation theory; Computational intelligence; Computer industry; Electrical equipment industry; Industrial control; Intelligent control; Intelligent systems; Knowledge acquisition; Knowledge representation; Process control;
Conference_Titel :
Intelligent Processing Systems, 1997. ICIPS '97. 1997 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-4253-4
DOI :
10.1109/ICIPS.1997.672858
