基于机器学习的智能制造:欧洲家居用品行业的视角

Ngoc Min-hau Liu, Phaoun Phom Ngo
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引用次数: 0

摘要

随着物联网和云计算解决方案的增强,来自制造技术的信息量正在快速增长。有了相当大的生产细节,在产品设计、制造和预防过程中取得了超出预期的成就。大数据分析是激发智能制造方法的主要技术诀窍。为了能够全面报告智能制造系统的BDA,本文提供了大量相关主题的回顾,例如大数据的思想,产品驱动和信息驱动方法。讨论了面向智能制造方法的BDA的框架、发展、关键技术以及实现方案。强调了潜在调查的挑战和机遇。通过这项特别的工作,希望能够点燃全新的想法,以观察BDA的智慧制造技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent manufacturing with machine learning: A perspective of European home goods industry
With all the enhancement of Internet of Things, and cloud computing solutions, the volume of info from manufacturing techniques is growing fast. With sizable production specifics, achievements beyond expectations are made towards the product design, manufacturing, and also prevent process. Big data analytics were a main know-how to motivate smart manufacturing methods. To have the ability to totally report BDA for intelligent manufacturing systems, this specific paper offers a considerable review of associated topics, like for example the thought of big data, product driven and info driven methodologies. The framework, development, key technologies, along with programs of BDA for intelligent manufacturing methods, are discussed. The challenges and opportunities for potential investigation are highlighted. By way of this particular work, it is hoped to ignite brand new ideas in the power to observe the BDA for wise manufacturing techniques.
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