DocumentCode :
1671864
Title :
An implementation of intelligent monitoring system for food processing
Author :
Yi, Yang ; Ke, Zhang ; Yi, Chai
Author_Institution :
Coll. of Autom., Chongqing Univ., Chongqing, China
fYear :
2010
Firstpage :
4225
Lastpage :
4230
Abstract :
Tracking and tracing system is an important technology to guarantee food product safety. A design and realization of intelligent food production processing monitoring system for pork production processing is introduced. Production data in the processing of the system is studied. Using radial base function (RBF) neural network, fuzzy data processing techniques, the system analyze over-range abnormality data, and tracing data of pork processing supply chain control is standardized through European article numbering-uniform code council (EAN/UCC) system. Then quality information exchange of pork production and processing of each member of supply chain is achieved. Therefore, product quality monitoring pre-warning and traceability in the process of food processing is realized. The system real-timely monitors, acquires and exchanges pork producing and processing data by using Radio Frequency Identification (RFID) , Controller Area Network (CAN) bus and embedded system technologies. Through constructing software and hardware platforms, the real-time data are imploded into data link of tracing information which ensures the data consistency and integrity. Thus, tracing and tracking the whole pork slaughter and processing information are effectively implemented. System operation showed that the proposed intelligent monitoring system had good real-time performance, high reliability and accuracy.
Keywords :
condition monitoring; controller area networks; embedded systems; food processing industry; food products; quality management; radial basis function networks; radiofrequency identification; supply chain management; controller area network bus; embedded system; food processing; food product safety; fuzzy data processing; intelligent food production processing monitoring system; intelligent monitoring system; pork production processing; product quality monitoring; quality information exchange; radial base function neural network; radio frequency identification; supply chain control; Artificial intelligence; Automation; Monitoring; Process control; Radiofrequency identification; Supply chains; data acquisition; intelligent monitoring; pork production; supply chain; traceability system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
Type :
conf
DOI :
10.1109/WCICA.2010.5553845
Filename :
5553845
Link To Document :
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