Title :
A high-accuracy dynamic weighing system based on single-idler conveyor belt
Author :
Gao, Hong-bin ; Pang, Wei-yi
Author_Institution :
Coll. of Inf. Sci. & Eng., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Abstract :
This paper is aimed at the correction on dynamic measurement errors. It analyzes the cause of errors, normalizes errors, and builds a mathematical model for dynamic measurement errors of single-idler electronic belt conveyor scale. According to the model, the proposed approach uses neural network method to correct errors. To extend the application, with SPC3 chip, this approach adds a PROFIBUS-DP communication interface for the dynamic weighing system. The result has shown the measurement errors are effectively reduced, and the measurement accuracy can up to 0.2%. The method presented in this paper is characterized by moderate computation and high application value.
Keywords :
balances; belts; computerised instrumentation; conveyors; error correction; neural nets; PROFIBUS-DP communication interface; dynamic measurement error correction; high-accuracy dynamic weighing system; measurement accuracy; neural network method; single-idler electronic belt conveyor scale; Area measurement; Belts; Computer errors; Consumer electronics; Cybernetics; Error analysis; Machine learning; Measurement errors; Neural networks; Nuclear electronics; Dynamic measurement accuracy; Dynamic weighing system; Error analysis; Neural network; SPC3; Single-idler;
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
DOI :
10.1109/ICMLC.2009.5212175