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Keywords: milling operation
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Journal Articles

Online Chatter Detection for Milling Operations Using LSTM Neural Networks Assisted by Motor Current Signals of Ball Screw Drives

Rajiv Kumar Vashisht, Qingjin Peng
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. January 2021, 143(1): 011008.
Paper No: MANU-20-1188
https://doi.org/10.1115/1.4048001
Published Online: October 5, 2020
...Rajiv Kumar Vashisht; Qingjin Peng For certain combinations of cutter spinning speeds and cutting depths in milling operations, self-excited vibrations or chatter of the milling tool are generated. The chatter deteriorates the surface finish of the workpiece and reduces the useful working life...
View Article titled, Online Chatter Detection for <span class="search-highlight">Milling</span> <span class="search-highlight">Operations</span> Using LSTM Neural Networks Assisted by Motor Current Signals of Ball Screw Drives
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Topics: Artificial neural networks, Chatter, Engines, Milling, Motors, Screws, Cutting, Signals, Dynamic modeling, Stability
Journal Articles

Stability Predictions for End Milling Operations With a Nonlinear Cutting Force Model

Alex Elías-Zúñiga, Jovanny Pacheco-Bolívar, Francisco Araya, Alejandro Martínez-López, Oscar Martínez-Romero, Ciro A. Rodríguez
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Manuf. Sci. Eng. December 2009, 131(6): 064504.
https://doi.org/10.1115/1.4000450
Published Online: November 13, 2009
...Alex Elías-Zúñiga; Jovanny Pacheco-Bolívar; Francisco Araya; Alejandro Martínez-López; Oscar Martínez-Romero; Ciro A. Rodríguez The aim of this paper is to obtain the stability lobes for milling operations with a nonlinear cutting force model. The work is focused on the generation of stability...
View Article titled, Stability Predictions for End <span class="search-highlight">Milling</span> <span class="search-highlight">Operations</span> With a Nonlinear Cutting Force Model
Open the PDF for Stability Predictions for End <span class="search-highlight">Milling</span> <span class="search-highlight">Operations</span> With a Nonlinear Cutting Force Model in another window
Topics: Cutting, Milling, Stability, Polynomials