Sensor fusion as a tool to monitor dynamic dairy processes
Author
Summary, in English
A system for monitoring milk and fat concentration in a dynamic milk/water system by fusing information from several sensors was investigated. Standard instrumentation for food production was used, the sensors were a conductivity meter, a density meter and an optical instrument used to measure backscattered light. The system was applied to a dynamic mixing situation. Prediction error did not exceed 2% in the milk concentration and 0.1% fat in the total fat concentration. The applicability of the sensor fusion approach in field conditions was demonstrated by mounting the sensors in a dairy plant and monitoring the start-up of a pasteurizer. (c) 2005 Elsevier Ltd. All rights reserved.
Department/s
- Department of Food Technology, Engineering and Nutrition
Publishing year
2006
Language
English
Pages
154-162
Publication/Series
Journal of Food Engineering
Volume
76
Issue
2
Document type
Journal article
Publisher
Elsevier
Topic
- Food Engineering
Keywords
- turbidity
- density
- conductivity
- sensor fusion
- multivariate calibration
- dairy process
- milk
Status
Published
ISBN/ISSN/Other
- ISSN: 0260-8774