A HIGH-ACCURACY DYNAMIC WEIGHING SYSTEM BASED ON SINGLE-IDLER CONVEYOR BELT

被引:5
作者
Gao, Hong-Bin [1 ]
Pang, Wei-Yi [1 ]
机构
[1] Hebei Univ Sci & Technol Shijiazhuang, Coll Informat Sci & Engn, Shijiazhuang 050011, Peoples R China
来源
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6 | 2009年
关键词
Dynamic measurement accuracy; Error analysis; Neural network; Single-idler; Dynamic weighing system; SPC3;
D O I
10.1109/ICMLC.2009.5212175
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:2483 / 2487
页数:5
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