DocumentCode
1350228
Title
Distributed intelligent control for a mine refrigeration system
Author
MacLeod, I.M. ; Stothert, A.
Author_Institution
Dept. of Electr. Eng., Univ. of the Witwatersrand, Johannesburg, South Africa
Volume
18
Issue
2
fYear
1998
fDate
4/1/1998 12:00:00 AM
Firstpage
31
Lastpage
38
Abstract
One way to construct intelligent controllers is to use an agent-centered approach in which the agents themselves determine the global structure of the controller and the inter-agent cooperation methods. To assess this approach, the design and testing of a distributed intelligent controller for a laboratory-scale mine refrigeration plant is discussed. Underlying theoretical concepts are briefly reviewed, and experimental results are presented. Important findings are that the approach supports the use of multiple knowledge representations, the use of partial results, and dynamic structuring of the distributed controller. The results presented indicate that development for practical, supervisory-level control applications is worthy of further investigation
Keywords
SCADA systems; cooperative systems; distributed control; intelligent control; knowledge representation; mining; planning (artificial intelligence); refrigeration; temperature control; agent-centered approach; distributed intelligent control; dynamic structuring; inter-agent cooperation methods; mine refrigeration system; multiple knowledge representations; supervisory-level control; Artificial intelligence; Control systems; Distributed control; Intelligent control; Knowledge representation; Laboratories; Message passing; Multiagent systems; Refrigeration; Testing;
fLanguage
English
Journal_Title
Control Systems, IEEE
Publisher
ieee
ISSN
1066-033X
Type
jour
DOI
10.1109/37.664653
Filename
664653
Link To Document