The concept of chaos theory based optimal cutting tool chatter control

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Chaos theory is used to conceptualize a methodology to control cutting tool chatter in the turning process. The underlying information contained in a Mandelbrot set - developed from an existing nonlinear model of cutting tool dynamics - is supposed to be captured by a multilayer feed forward neural network. The neural network may be used as a control parameter variation selector in a control loop. We anticipate real-time implementation of the proposed methodology.

Original languageEnglish (US)
Title of host publicationProceedings of SPIE - The International Society for Optical Engineering
EditorsGeorge E. Foret, Kam C. Lau, Bart O. Nnaji
Pages2-10
Number of pages9
Volume2595
StatePublished - 1995
EventMachine Tool, In-Line, and Robot Sensors and Controls - Philadelphia, PA, USA
Duration: Oct 25 1995Oct 26 1995

Other

OtherMachine Tool, In-Line, and Robot Sensors and Controls
CityPhiladelphia, PA, USA
Period10/25/9510/26/95

Fingerprint

Cutting tools
Chaos theory
chaos
methodology
selectors
Feedforward neural networks
Multilayer neural networks
Neural networks

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering
  • Condensed Matter Physics

Cite this

Bukkapatnam, S. T., Lakhtakia, A., & Tirupatikumara, S. R. (1995). The concept of chaos theory based optimal cutting tool chatter control. In G. E. Foret, K. C. Lau, & B. O. Nnaji (Eds.), Proceedings of SPIE - The International Society for Optical Engineering (Vol. 2595, pp. 2-10)
Bukkapatnam, Satish T. ; Lakhtakia, Akhlesh ; Tirupatikumara, Soundar Rajan. / The concept of chaos theory based optimal cutting tool chatter control. Proceedings of SPIE - The International Society for Optical Engineering. editor / George E. Foret ; Kam C. Lau ; Bart O. Nnaji. Vol. 2595 1995. pp. 2-10
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Bukkapatnam, ST, Lakhtakia, A & Tirupatikumara, SR 1995, The concept of chaos theory based optimal cutting tool chatter control. in GE Foret, KC Lau & BO Nnaji (eds), Proceedings of SPIE - The International Society for Optical Engineering. vol. 2595, pp. 2-10, Machine Tool, In-Line, and Robot Sensors and Controls, Philadelphia, PA, USA, 10/25/95.

The concept of chaos theory based optimal cutting tool chatter control. / Bukkapatnam, Satish T.; Lakhtakia, Akhlesh; Tirupatikumara, Soundar Rajan.

Proceedings of SPIE - The International Society for Optical Engineering. ed. / George E. Foret; Kam C. Lau; Bart O. Nnaji. Vol. 2595 1995. p. 2-10.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Bukkapatnam ST, Lakhtakia A, Tirupatikumara SR. The concept of chaos theory based optimal cutting tool chatter control. In Foret GE, Lau KC, Nnaji BO, editors, Proceedings of SPIE - The International Society for Optical Engineering. Vol. 2595. 1995. p. 2-10