ArticleSensors (Basel, Switzerland)2021
Sound Detection Monitoring Tool in CNC Milling Sounds by K-Means Clustering Algorithm.
Article in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
5 citing papers in PubMed.
- Research Progress of Noise in High-Speed Cutting Machining.Sensors (Basel, Switzerland) · 2022Review
- Tool-Condition Diagnosis Model with Shock-Sharpening Algorithm for Drilling Process.Sensors (Basel, Switzerland) · 2022Article
- Diagnostic Value of Vaginal Ultrasound under Improved Clustering Algorithm Combined with Hysteroscopy in Abnormal Uterine Bleeding.Computational intelligence and neuroscience · 2022Article
- Improved Faster R-CNN for the Detection Method of Industrial Control Logic Graph Recognition.Frontiers in bioengineering and biotechnology · 2022Article
- A Novel Unsupervised Machine Learning-Based Method for Chatter Detection in the Milling of Thin-Walled Parts.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Computer numerical control (CNC) is a machine used in the manufacturing industry to produce components quickly for the engineering field or the desired shape. In the milling process carried out by CNC machines, sometimes vibrations occur that cause unwanted cracks or damage, which if left unchecked, will cause more severe damage. For this reason, this study describes how to monitor and analyze the sound produced by CNC during the milling process. This study uses six sound sample videos from YouTube, and there are two modes: (1) the operating mode is three different shapes with
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Registered trials
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