Back to search

North Carolina State University

Force Feedback Control of Tool Deflection in Miniature Ball End Milling.

Abstract

dc:description.abstract

Previous research at North Carolina State University focused on open-loop compensation of machining errors associated with tool deflection in miniature ball end milling. These methods utilized tool force models to predict deflections an precompensate tool paths off-line to achieve dimensional tolerance and accuracy in finished parts. Accuracy depended on the tool force model, its cutting parameters, and workpiece alignment and dimensional accuracy. Real-time force feedback has the potential to further improve the accuracy of profiles created during machining. This paper demonstrates that force feedback can be used to predict tool deflection and compensate for deflection during the milling operation, reducing susceptibility to uncertainties in model parameters and workpiece alignment. Two specific force feedback approaches are presented here: cutting depth prediction (based on a non-dynamic cutting force model) and tool deflection prediction (using a non-dynamic model of tool stiffness). Real-time control algorithms incorporating both methods were implemented and evaluated on a high-speed air bearing spindle. A non-dynamic tool force model developed previously at the Precision Engineering Center used measured forces to predict depth of cut. A separate tool stiffness model was developed to predict tool deflections (axial and radial) based on measured forces. Experiments involving machined grooves in hard steel workpieces, including simple slotting cuts and three-dimensional finishing operations, were conducted at various tool tilt angles to evaluate the effectiveness of force feedback control. Results indicate that profile errors can be reduced up to 80% compared to non-compensated cases. These results confirm that real-time force feedback control can significantly improve the dimensional tolerance and accuracy of injection molds created using miniature ball end mills.

Author and committee

dc:creator, dc:contributor.*
Author dc:creator
  • Hood, David Wayne
Advisors dc:contributor.advisor
  • Dr. Thomas A. Dow, Committee Member
  • Dr. Ronald O. Scattergood, Committee Member
  • Dr. Gregory D. Buckner, Committee Chair

Subjects

dc:subject × 4

Rights

dc:rights
Statement dc:rights
  • I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dissertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to NC State University or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report.

Identifiers

dc:identifier.*
Dc Identifier Other
etd-05202003-004124

Chain of custody

source
Harvested from
North Carolina State University
Base URL
repository.lib.ncsu.edu/server/oai/request
Last updated
2026-08-21
Source record
OAI-PMH GetRecord
citation

Hood, David Wayne. Force Feedback Control of Tool Deflection in Miniature Ball End Milling.. 2003. http://www.lib.ncsu.edu/resolver/1840.16/2393