Title :
The design of syrup concentration detector based on ADuC812 single-chip and BP ANN
Author :
Huang, Lian-hua ; Li, Guang-ming
Author_Institution :
Guangxi Vocational & Tech. Coll. of Commun., Nanning, China
Abstract :
In order to achieve online testing the syrup concentration in the process of boiling sugar, the syrup concentration detector was designed by taking the ADuC812 chip as the microprocessor; the radio frequency and PLL technology were used in it. These had achieved real-time monitoring the syrup concentration. At the same time, taking into account the impact of temperature on the syrup concentration, the temperature was compensated by BP neural network. The methods of how to implement the neural network algorithm on the microcontroller were discussed. The experiment results show that the detector has high accuracy, fast response; it is meeting to the requirements of syrup concentration on-line measurement.
Keywords :
backpropagation; microprocessor chips; neural nets; production engineering computing; production testing; sugar; sugar industry; temperature; ADuC812 single-chip; artificial neural network; backpropagation neural network; boiling sugar process; syrup concentration detector; syrup concentration online testing; syrup concentration temperature; Biological neural networks; Detectors; Sugar industry; Temperature distribution; Temperature measurement; Temperature sensors; Voltage measurement; ADuC812; BP neural network; detector; single-chip; syrup concentration;
Conference_Titel :
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location :
Yichang
Print_ISBN :
978-1-4244-8162-0
DOI :
10.1109/ICECENG.2011.6057538