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Intelligent Monitor...
Intelligent Monitoring and Control Technology of Cutting Chatter
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Wang, Z. (author)
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Liu, X. (author)
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Li, M. (author)
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Liang, S. Y. (author)
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- Wang, Lihui (author)
- KTH,Hållbara produktionssystem
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Li, Y. (author)
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Meng, B. (author)
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(creator_code:org_t)
- Chinese Mechanical Engineering Society, 2020
- 2020
- English.
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In: Jixie Gongcheng Xuebao/Journal of Mechanical Engineering. - : Chinese Mechanical Engineering Society. - 0577-6686. ; 56:24, s. 1-23
- Related links:
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https://doi.org/10.3...
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https://urn.kb.se/re...
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https://doi.org/10.3...
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Abstract
Subject headings
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- Intelligent monitoring and control technology of cutting chatter is an indispensable part of intelligent machine tools and an important development direction of intelligent machining. It is of great significance to improve machining accuracy and efficiency of parts and increase the operation performance of enterprises. Based on the main line of sensor selection, feature extraction, chatter recognition and chatter suppression, the research progress of intelligent monitoring and control of chatter in cutting process is systematically reviewed. The selection of chatter signal and the methods of feature extraction in time domain, frequency domain, time-frequency domain and feature adaptive intelligent extraction are analyzed. The application of neural network, support vector machine, hidden Markov model, hybrid model and online intelligent evolution mode in chatter recognition are analyzed. The intelligent control method of chatter based on spindle speed variation are emphatically analyzed. On this basis, the research difficulties are analyzed and the existing problems are summarized in intelligent monitoring and control technology of cutting chatter. Finally, the development trend of intelligent monitoring and control technology of cutting chatter is forecasted.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Maskinteknik -- Produktionsteknik, arbetsvetenskap och ergonomi (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Mechanical Engineering -- Production Engineering, Human Work Science and Ergonomics (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Materialteknik -- Bearbetnings-, yt- och fogningsteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Materials Engineering -- Manufacturing, Surface and Joining Technology (hsv//eng)
Keyword
- Chatter recognition
- Cutting chatter
- Feature extraction
- Intelligent monitoring and control
- Sensor selection
- Spindle speed variation
- Cutting tools
- Extraction
- Frequency domain analysis
- Hidden Markov models
- Machine tools
- Machining
- Support vector machines
- Time domain analysis
- Chatter suppression
- Development directions
- Intelligent machine
- Intelligent machining
- Intelligent monitoring
- Machining Accuracy
- Operation performance
- Time frequency domain
- Intelligent control
Publication and Content Type
- ref (subject category)
- art (subject category)
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