EXPERT-SYSTEMS - WHAT CAN THEY DO FOR THE FOOD-INDUSTRY

Authors
Citation
S. Linko, EXPERT-SYSTEMS - WHAT CAN THEY DO FOR THE FOOD-INDUSTRY, Trends in food science & technology, 9(1), 1998, pp. 3-12
Citations number
76
Categorie Soggetti
Food Science & Tenology
ISSN journal
09242244
Volume
9
Issue
1
Year of publication
1998
Pages
3 - 12
Database
ISI
SICI code
0924-2244(1998)9:1<3:E-WCTD>2.0.ZU;2-2
Abstract
In the food industry the conventional solution for controlling a proce ss is manual application of subjective expert knowledge in the form of rules of thumb. Until recently, replacing the human expert by compute r technology has been relatively slow in comparison with other process industries. Novel tools of artificial intelligence such as fuzzy and case-based reasoning, expert (knowledge-based) systems and neural netw orks offer great possibilities for the food industry, yet relatively l ittle information on bioprocess applications has been published. Fuzzy expert systems have been shown to be a valuable tool in dealing with vague and incomplete information, and in incorporating human expert kn owledge into process models and control. This paper discusses the stat e-of-the-art of expert systems and their potential for food-related ap plications. (C) 1998 Elsevier Science Ltd. All rights reserved.