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4245 — Development of a Self-Tuning Fuzzy Logic Controller

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Conference Proceeding by ASHRAE, 1999

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Description

To avoid the laborious task of modifying control rule sets for fuzzy logic controllers, a novel model-based self-tuning strategy has been developed. The performance of this advanced fuzzy logic controller is measured and analyzed in a linguistic plane. An optimal performance trajectory functions as the control model. The self-tuning strategy improves the performance automatically until it converges to a predetermined optimal global criterion. The experimental results indicate that the actual performance trajectory of the advanced fuzzy controller with the self-tuning strategy has reached the optimal criterion.

Citation: ASHRAE Transactions, vol. 105, pt. 1

Product Details

Published:
1999
Number of Pages:
8
File Size:
1 file , 570 KB
Product Code(s):
D-7531