The concept of chaos theory based optimal cutting tool chatter control

Satish T. Bukkapatnam; Akhlesh Lakhtakia; Soundar Rajan Tirupatikumara

The concept of chaos theory based optimal cutting tool chatter control

Satish T. Bukkapatnam, Akhlesh Lakhtakia, Soundar Rajan Tirupatikumara

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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 language	English (US)
Title of host publication	Proceedings of SPIE - The International Society for Optical Engineering
Editors	George E. Foret, Kam C. Lau, Bart O. Nnaji
Pages	2-10
Number of pages	9
State	Published - Dec 1 1995
Event	Machine Tool, In-Line, and Robot Sensors and Controls - Philadelphia, PA, USA Duration: Oct 25 1995 → Oct 26 1995

Publication series

Name	Proceedings of SPIE - The International Society for Optical Engineering
Volume	2595
ISSN (Print)	0277-786X

Other

Other	Machine Tool, In-Line, and Robot Sensors and Controls
City	Philadelphia, PA, USA
Period	10/25/95 → 10/26/95

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Condensed Matter Physics
Computer Science Applications
Applied Mathematics
Electrical and Electronic Engineering

Cite this

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. 1995. pp. 2-10 (Proceedings of SPIE - The International Society for Optical Engineering).

@inproceedings{c855beefe1a64cecbba26b67e03fd6bf,

title = "The concept of chaos theory based optimal cutting tool chatter control",

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.",

author = "Bukkapatnam, {Satish T.} and Akhlesh Lakhtakia and Tirupatikumara, {Soundar Rajan}",

year = "1995",

month = dec,

day = "1",

language = "English (US)",

isbn = "0819419591",

series = "Proceedings of SPIE - The International Society for Optical Engineering",

pages = "2--10",

editor = "Foret, {George E.} and Lau, {Kam C.} and Nnaji, {Bart O.}",

booktitle = "Proceedings of SPIE - The International Society for Optical Engineering",

note = "Machine Tool, In-Line, and Robot Sensors and Controls ; Conference date: 25-10-1995 Through 26-10-1995",

}

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. 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. 1995. p. 2-10 (Proceedings of SPIE - The International Society for Optical Engineering; Vol. 2595).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - The concept of chaos theory based optimal cutting tool chatter control

AU - Bukkapatnam, Satish T.

AU - Lakhtakia, Akhlesh

AU - Tirupatikumara, Soundar Rajan

PY - 1995/12/1

Y1 - 1995/12/1

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=0029483047&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0029483047&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:0029483047

SN - 0819419591

SN - 9780819419590

T3 - Proceedings of SPIE - The International Society for Optical Engineering

SP - 2

EP - 10

BT - Proceedings of SPIE - The International Society for Optical Engineering

A2 - Foret, George E.

A2 - Lau, Kam C.

A2 - Nnaji, Bart O.

T2 - Machine Tool, In-Line, and Robot Sensors and Controls

Y2 - 25 October 1995 through 26 October 1995

ER -

The concept of chaos theory based optimal cutting tool chatter control

Abstract

Publication series

Other

All Science Journal Classification (ASJC) codes

Other files and links

Fingerprint

Cite this