Title :
Fuzzy sausage drying control based on human sensory evaluations
Author :
Ioannou, Ioanna ; Mauris, Gilles ; Perrot, Nathalie ; Trystram, Gilles
Author_Institution :
Equipe Qualite Alimentaire, Cemagref, Aubiere, France
Abstract :
A decision support system is proposed for a drying sausage application. This system gives advices to an operator for acting on the drying chambers in order to keep constant sensory characteristics of sausages. This decision support system is based on human sensory evaluations and knowledge modeled by fuzzy symbolic and Takagi-Sugeno rule based methods. Validations of the proposed system have been achieved at the experimental level and a compatibility of 94% is obtained between actions given by the operator and by the control support system.
Keywords :
decision support systems; drying; food processing industry; food products; fuzzy control; process control; Takagi-Sugeno rule based method; constant sensory characteristics; control support system; decision support system; drying chambers; food products; fuzzy control; fuzzy symbolic method; human sensory evaluations; internal model; sausage drying control; sensory quality; Analytical models; Evolution (biology); Food products; Fuzzy control; Humans; Instruments; Maintenance; Microorganisms; Moisture; Process control;
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2004. IMTC 04. Proceedings of the 21st IEEE
Print_ISBN :
0-7803-8248-X
DOI :
10.1109/IMTC.2004.1351548