人工智能在机械工程中的应用

M. R. H. Alhakeem, D. N. Ilham
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引用次数: 0

摘要

人工智能(AI)的使用在许多行业变得越来越普遍。例子包括基于智能的控制、基于智能的机械系统、基于模式识别的系统和知识处理。方法/统计分析:本文广泛综述了人工神经网络在智能机械工程系统中的应用,包括机械故障诊断、机械结构分析、机械结构几何建模、机械设计及其优化。研究结果:人工神经网络(ANN)的适应性,特别是在机械工程领域,仍处于发展的早期阶段。本文重点介绍了人工神经网络(ann)在基于智能的系统中的不同应用方式,以及降低成本和时间以及获得更有效的机械设计和缺陷检测系统的潜力。应用/改进:通过在基于机械的系统设计中添加更多AI应用,这项工作将在未来得到改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Artificial Intelligence in Mechanical Engineering
The use of artificial intelligence (AI) is becoming more prevalent across many industries. Examples include intelligently based control, intelligently based mechanical systems, pattern recognition-based systems, and knowledge processing. Method/Statistical Analysis: In this paper, an extensive review was conducted on the applications of ANN in intelligent mechanical engineering systems, including fault diagnosis in machines, mechanical structure analysis, and geometry modelling of mechanical structures, mechanical design, and its optimization. Findings: The adaptation of artificial neural networks (ANN), particularly in the field of mechanical engineering, is still in its early stages of development. This paper highlights the different ways artificial neural networks (ANNs) are used in intelligent-based systems, as well as the potential for reducing costs and time and obtaining more efficient systems for mechanical-based design and defect detection. Application/Improvements: This work will be improved in the future by adding more AI applications to the design of mechanically based systems.
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