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J. Korean Ceram. Soc. > Volume 41(12); 2004 > Article
Journal of the Korean Ceramic Society 2004;41(12): 873.
doi: https://doi.org/10.4191/kcers.2004.41.12.873
A Fuzzy Modeling Approach for a Spray Drying Production Process
Aburas Hani Mohammad A.
Department of Industrial Engineering, Faculty of Engineering, King Abdul Aziz University
ABSTRACT
In all major industries ranging from powder industries and advanced ceramics, to the food and pharmaceutical manufacture powder industries, the main production process is the spray dryers. In this paper, a systematic approach is used and six rules are obtained for the basis of the fuzzy model. A fuzzy model is based on the past behavior of the target system and expected to be able to reproduce the behavior of the target system. The output of the developed fuzzy model shows, graphically and statistically, a high level of face validity. Therefore, it is concluded that the developed fuzzy model mimics the actual process and can be considered, with confidence, as a reliable model to study, analyze, and improve the existing process.
Key words: Fuzzy modeling, Spray dryer granulation, Fuzzy inference system
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