Title :
Fuzzy Decision Support System for the Determination of the Set Points of Relevant Variables in the Virgin Olive Oil Elaboration Process
Author :
Cano Marchal, P. ; Martinez Gila, D. ; Gamez Garcia, J. ; Gomez Ortega, J.
Author_Institution :
Autom. & Comput. Vision Group, Univ. of Jaan, Jaen, Spain
Abstract :
The virgin olive oil elaboration process (VOOEP) is an industrial process whose control relies heavily in the knowledge of experts. In this paper, the basis of a fuzzy expert system for the determination of the set points of the VOOEP which uses inputs from the expert operator is presented, and a system is constructed and validated based on the knowledge of expert operators of the process. The expert system is built based on the decomposition of the original problem into three sub-problems, deriving a sub-system for each of them. Besides, a notion of maximum attainable quality estimate and a paste preparation variable are introduced.
Keywords :
decision support systems; expert systems; fuzzy reasoning; manufacturing processes; production engineering computing; vegetable oils; VOOEP; fuzzy decision support system; fuzzy expert system; industrial process; maximum attainable quality estimate; paste preparation variable; relevant variable set points; virgin olive oil elaboration process; Expert systems; Humidity; Input variables; Mathematical model; Process control; Production; Sensors; Fuzzy Expert System; Olive Oil;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location :
Manchester
DOI :
10.1109/SMC.2013.595