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Applications of Digital Signal Processing in Monitoring Machining Processes and Rotary Components: A Review
IEEE Sensors Journal ( IF 4.3 ) Pub Date : 2021-01-11 , DOI: 10.1109/jsen.2021.3050718
Deepam Goyal , Chirag Mongia , Shankar Sehgal

Condition monitoring is a significant requirement for ensuring safe and reliable working of machining processes and rotary components. Recent developments in digital signal processing techniques along with emergence of miniature sensors and high-speed data acquisition devices furnish a peculiar opportunity for the development and implementation of effective, in-situ, non-intrusive condition monitoring methods for a broad range of machining processes and rotary components. The selection of most appropriate signal processing technique, best suited for a particular application, is a major challenge in the field of condition monitoring, especially when working in a competitive industrial environment. This problem can only be solved if one has a thorough understanding of various aspects such as which parameter to be monitored, aim of monitoring, processing limitations and possible future scope of such monitoring method. Signal processing methods applicable to machining processes and rotary components have been investigated in relation to the parameters monitored, purpose of monitoring and future scope for that method. Limitations of such processing methods have also been reviewed to make the reader aware of disadvantages in using a particular signal processing method. This paper is intended as a valuable guide for researchers to assist in identification and application of the best possible condition monitoring method for machining processes and rotary components.

中文翻译:

数字信号处理在监测加工过程和旋转零件中的应用:综述

状态监视是确保加工过程和旋转组件安全可靠运行的重要要求。数字信号处理技术的最新发展以及微型传感器和高速数据采集设备的出现为开发和实施有效的,原位的,非侵入式的状态监测方法提供了特殊的机会,该方法可用于各种加工过程和旋转组件。在状态监视领域,尤其是在竞争性工业环境中工作时,选择最适合特定应用的最合适信号处理技术是一项重大挑战。只有全面了解各个方面(例如要监视的参数,监视的目的,这种监控方法的处理局限性和可能的​​未来范围。关于监视的参数,监视的目的以及该方法的未来范围,已经研究了适用于加工过程和旋转部件的信号处理方法。还已经审查了这种处理方法的局限性,以使读者意识到使用特定信号处理方法的缺点。本文旨在为研究人员提供有价值的指导,以帮助他们识别和应用最佳的加工过程和旋转部件状态监测方法。监视的目的以及该方法的未来范围。还已经审查了这种处理方法的局限性,以使读者意识到使用特定信号处理方法的缺点。本文旨在为研究人员提供有价值的指导,以帮助他们识别和应用针对加工过程和旋转部件的最佳状态监测方法。监视的目的以及该方法的未来范围。还已经审查了这种处理方法的局限性,以使读者意识到使用特定信号处理方法的缺点。本文旨在为研究人员提供有价值的指导,以帮助他们识别和应用最佳的加工过程和旋转部件状态监测方法。
更新日期:2021-03-05
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