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Rotary drying of olive stones: Fuzzy modeling and control

L. Kiralakis, Tsourveloudis Nikolaos

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URI: http://purl.tuc.gr/dl/dias/1B12AAB4-9A9D-46CC-B65B-4BD061DA5E2E
Year 2005
Type of Item Peer-Reviewed Journal Publication
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Bibliographic Citation N.C. Tsourveloudis, L. Kiralakis.(2005). Rotary drying of olive stones: Fuzzy modeling and control', WSEAS Tsansactions on Systems ,[online].pp.2361-2368.Available :http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.144.2517&rep=rep1&type=pdf
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Summary

A rotary drying process applied to olive stones is described and modeled using fuzzy and neuro fuzzy techniques. Heat and material transfer inside the drying cylinder are rather complicated and therefore it is difficult to be accurately described. A fuzzy controller is designed based on available expertise and knowledge for a given, industrial size, rotary dryer. A second controller is built using the Adaptive Neuro Fuzzy Inference System (ANFIS) based on data taken from an empirical model of the dryer under study. Both controllers tested for various operation conditions and extensive comparative results are presented.

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