Affiliation:
1. Department of High-Efficiency Processing Technologies, Moscow State University of Technology “STANKIN”, Vadkovskiy per. 3A, 127055 Moscow, Russia
Abstract
The need to create monitoring systems to equip the technological machinery of automated production determines the relevance of searching for parameters of acoustic signals that carry information about the course of treatment processes. The study of acoustic signals in various types of material processing allowed the identification of general features of changes in their spectral composition associated with variations in the power density of energy impact on processed material. The results of experimental work on various technological equipment, including blade processing and processing with concentrated energy flows, are presented in this work. It is shown that changes in the quality of processing in the form of increased tool wear, the concentration of erosion products during WEDM (wire electrical discharge machining), focal plane displacement during laser processing, etc., lead to a natural change in the ratio of acoustic signal amplitudes in the low frequency and high frequency ranges. This property can be used in monitoring systems for automatic equipment.
Funder
Ministry of Science and Higher Education of the Russian Federation
Subject
Fluid Flow and Transfer Processes,Computer Science Applications,Process Chemistry and Technology,General Engineering,Instrumentation,General Materials Science
Reference59 articles.
1. Chatter Identification in End Milling Process Based on Cutting Force Signal Processing;Tran;IOP Conf. Ser. Mater. Sci. Eng.,2019
2. Parameter selection algorithm with self-adaptive growing neutral network classifier for diagnosis issues;Barakat;Int. J. Mach. Learn. Cybern.,2013
3. Kurpiel, S., Zagórski, K., Cieślik, J., Skrzypkowski, K., and Brostow, W. (2023). Evaluation of the Vibration Signal during Milling Vertical Thin-Walled Structures from Aerospace Materials. Sensors, 23.
4. Monitoring and control of manufacturing processes: A review;Stavropoulos;Proc. CIRP,2013
5. (2023, November 20). Test & Measurement Pressure—Measurement Equipment for Demanding T&M Applications. Available online: www.kistler.com.
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. A denoising method for acoustic emission signals based on discrete wavelet transform in WEDM;Third International Conference on Electronic Information Engineering and Data Processing (EIEDP 2024);2024-07-05