焊缝自动评定系统的设计方案

Oto Haffner, Erik Kučera, S. Kozák, Erich Stark
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引用次数: 7

摘要

本文研究了在工业4.0背景下,利用基于云计算和单板计算机的新信息技术开发焊缝自动识别系统。所提出的系统基于用于焊缝识别的视觉系统和用于实时焊缝评估的基于云计算的神经网络,两者都在单板低成本计算机上实现。该系统在汽车实际生产过程的焊接样品上得到了成功的验证。该系统对中小型企业工业过程中的焊缝诊断有很大的帮助。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proposal of system for automatic weld evaluation
The paper deals with the development of a system for automatic weld recognition using new information technologies based on cloud computing and single-board computer in the context of Industry 4.0. The proposed system is based on a visual system for weld recognition, and a neural network based on cloud computing for real-time weld evaluation, both implemented on a single-board low-cost computer. The proposed system was successfully verified on welding samples which correspond to a real welding process in the car production process. The system considerably contributes to the welds diagnostics in industrial processes of small- and medium-sized enterprises.
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