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Intelligent machining: a review of trends, achievements and current progress
International Journal of Computer Integrated Manufacturing ( IF 3.7 ) Pub Date : 2021-02-25 , DOI: 10.1080/0951192x.2021.1891573
M. Imad 1 , C. Hopkins 1 , A. Hosseini 1 , N.Z. Yussefian 2 , H.A. Kishawy 1
Affiliation  

ABSTRACT

Manufacturing industries are constantly pressured by market demands to produce low-cost, high-quality products. Market demands tend to be complex and full of variations, especially in fast-paced industrial settings. To cope with the rising market demands, traditional manufacturing techniques are forced to develop and adapt advanced practices and methods. However, as advances in manufacturing technology grow, so does the need to implement them in an efficient and cost-effective manner. The outcome of this urgent need is a combination of traditional manufacturing tools and modern technologies, hardware or software, that transforms traditional manufacturing into intelligent manufacturing. Intelligent manufacturing systems are complex systems in which optimization methodologies are combined with sensor-based control systems. Such intelligent and optimized systems are capable of producing high-quality products at fast production rates and lower cost.

Among the broad range of manufacturing processes, this paper focuses on machining and aims to detail the recent advances in the field of intelligent machining. The paper is divided into two interrelated topics, namely techniques and tools. Techniques are mainly referred to optimization techniques in intelligent machining while tools focus on smart cutting tools. The paper will detail the technological trends and significant contributions in each of these areas in chronological order.



中文翻译:

智能加工:趋势、成就和当前进展回顾

摘要

制造业不断受到市场需求的压力,需要生产低成本、高质量的产品。市场需求往往是复杂且充满变化的,尤其是在快节奏的工业环境中。为了应对不断增长的市场需求,传统的制造技术被迫发展和适应先进的实践和方法。然而,随着制造技术的进步,以高效和具有成本效益的方式实施它们的需求也在增长。这种迫切需求的结果是传统制造工具与现代技术、硬件或软件的结合,将传统制造转变为智能制造。智能制造系统是复杂系统,其中优化方法与基于传感器的控制系统相结合。

在广泛的制造过程中,本文侧重于机械加工,旨在详细介绍智能加工领域的最新进展。本文分为两个相互关联的主题,即技术和工具。技术主要指智能加工中的优化技术,而工具则侧重于智能刀具。本文将按时间顺序详细介绍每个领域的技术趋势和重大贡献。

更新日期:2021-02-25
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