Offline-Online pattern recognition for enabling time series anomaly detection on older NC machine tools

Journal of Machine Engineering ◽

10.36897/jme/132248 ◽

2021 ◽

pp. 98-108

Author(s):

Markus Netzer ◽

Yannic Palenga ◽

Philipp Goennheimer ◽

Juergen Fleischer

Keyword(s):

Time Series ◽

Pattern Recognition ◽

Anomaly Detection ◽

Machine Tools ◽

Nc Machine Tools

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Setting up NC machine tools

Computer Numerical Control of Machine Tools ◽

10.1016/b978-0-7506-0119-1.50015-1 ◽

1991 ◽

pp. 194-216

Author(s):

G.E. Thyer

Keyword(s):

Machine Tools ◽

Nc Machine Tools

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Analytical time constant design for jerk-limited acceleration profiles to minimize residual vibration after positioning operation in NC machine tools

Precision Engineering ◽

10.1016/j.precisioneng.2021.02.009 ◽

2021 ◽

Author(s):

Ryuta Sato ◽

Keiichi Shirase

Keyword(s):

Time Constant ◽

Machine Tools ◽

Residual Vibration ◽

Nc Machine Tools ◽

Analytical Time

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Research on Early Failure Elimination Technology of NC Machine Tools

Communications in Computer and Information Science - Recent Advances in Intelligent Manufacturing ◽

10.1007/978-981-13-2396-6_35 ◽

2018 ◽

pp. 371-381

Author(s):

Yulong Li ◽

Genbao Zhang ◽

Yongqin Wang ◽

Xiaogang Zhang ◽

Yan Ran

Keyword(s):

Machine Tools ◽

Early Failure ◽

Nc Machine Tools

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New Measuring Method for Motion Accuracy of NC Machine Tools by Link Mechanism. 1st Report. Measurement Equipment and Measuring Experiments.

TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C ◽

10.1299/kikaic.62.320 ◽

1996 ◽

Vol 62 (593) ◽

pp. 320-325 ◽

Author(s):

Hua QIU ◽

Masanori OHOKA

Keyword(s):

Machine Tools ◽

Measuring Method ◽

Measurement Equipment ◽

Link Mechanism ◽

Nc Machine Tools

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Spam: A Software Package Aiding the Manufacturing with NC Machine Tools

Proceedings of the Nineteenth International Machine Tool Design and Research Conference ◽

10.1007/978-1-349-81412-1_11 ◽

1979 ◽

pp. 87-93 ◽

Author(s):

R. Bedini ◽

A. Del Taglia ◽

P. Toni

Keyword(s):

Machine Tools ◽

Software Package ◽

Nc Machine Tools

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RESEARCH ON INTELLIGENT AGILE NC MACHINE TOOLS

Journal of Mechanical Engineering ◽

10.3901/jme.2001.05.048 ◽

2001 ◽

Vol 37 (05) ◽

pp. 48

Author(s):

Kai Zhou

Keyword(s):

Machine Tools ◽

Nc Machine Tools

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RESEARCH ON THE KNOWLEDGE ACQUIRING AND APPLICATION IN AN WEB-BASED COLLABORATIVE NC MACHINE TOOLS INDUSTRIAL DESIGN SYSTEM

Journal of Mechanical Engineering ◽

10.3901/jme.2004.06.149 ◽

2004 ◽

Vol 40 (06) ◽

pp. 149 ◽

Author(s):

Jun Zhang

Keyword(s):

Machine Tools ◽

Industrial Design ◽

Design System ◽

Web Based ◽

Nc Machine Tools

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Man-machine interface for remote programming and control of NC machine tools at the task level

Mechatronics '98 ◽

10.1016/b978-008043339-4/50136-x ◽

1998 ◽

pp. 835-842

Author(s):

Francisco Moreira ◽

Goran Putnik ◽

Rui Sousa

Keyword(s):

Machine Tools ◽

Nc Machine Tools ◽

Machine Interface ◽

Man Machine Interface ◽

And Control ◽

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Reliability Modeling of NC Machine tools Based on Artificial Intelligence

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/435/1/012057 ◽

2018 ◽

Vol 435 ◽

pp. 012057

Author(s):

Guofa Li ◽

Hongxiang Zhu ◽

Jialong He ◽

Yongchao Huo ◽

Jiancheng Zhang

Keyword(s):

Artificial Intelligence ◽

Machine Tools ◽

Reliability Modeling ◽

Nc Machine Tools

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Thermal Behaviour of NC Machine Tools

Proceedings of the Fourteenth International Machine Tool Design and Research Conference ◽

10.1007/978-1-349-01921-2_36 ◽

1974 ◽

pp. 267-273 ◽

Author(s):

G. Spur ◽

P. de Haas

Keyword(s):

Thermal Behaviour ◽

Machine Tools ◽

Nc Machine Tools

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