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Content Provider | IEEE Xplore Digital Library |
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Author | Sun Jinsheng Wang Peichang Wu Jianhua |
Copyright Year | 2007 |
Description | Author affiliation: Dalian Nat. Univ., Dalian (Sun Jinsheng; Wang Peichang) |
Abstract | Usually said expert controller takes RBR (rule-based reasoning) as its reasoning methodology. For the last few years, AI offers with cased-based reasoning (CBR) a powerful methodology, which has already proved its potentials in different industrial applications. However the related applications up to now are mainly focused on non real-time targets. In our work, CBR methodology is introduced into real-time expert controller as its reasoning methodology, thus expanding expert controller family to form a novel category, which can be called case-based expert controller (CBEC) to distinguish from the traditional Rule-Based one. The main advantage of CBEC is that it can overcome the obstacle or bottle neck for getting knowledge while building the knowledge base of a rule-based expert controller. CBEC has been put into operation for combustion control of blast furnace stoves in some in-situ applications. It is shown with the applications that CBEC may be an effective tool for dealing with the control problems of complicated industrial processes. |
Starting Page | 3029 |
Ending Page | 3033 |
File Size | 2300033 |
Page Count | 5 |
File Format | |
ISBN | 9781424408177 |
DOI | 10.1109/ICCA.2007.4376917 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2007-05-30 |
Publisher Place | China |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Combustion Blast furnaces Automatic control Neck Control systems Industrial control Problem-solving Automation Sun Iron blast furnace stove case-based reasoning expert controller combustion control |
Content Type | Text |
Resource Type | Article |
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