Show simple item record

Thermal error modelling for real-time error compensation

dc.contributor.authorChen, J. S.en_US
dc.contributor.authorYuan, J.en_US
dc.contributor.authorNi, Junen_US
dc.date.accessioned2006-09-11T16:35:03Z
dc.date.available2006-09-11T16:35:03Z
dc.date.issued1996-07en_US
dc.identifier.citationChen, J. S.; Yuan, J.; Ni, J.; (1996). "Thermal error modelling for real-time error compensation." The International Journal of Advanced Manufacturing Technology 12(4): 266-275. <http://hdl.handle.net/2027.42/45884>en_US
dc.identifier.issn0268-3768en_US
dc.identifier.issn1433-3015en_US
dc.identifier.urihttps://hdl.handle.net/2027.42/45884
dc.description.abstractA modelling strategy for the prediction of both the scalar and the position-dependent thermal error components is presented. Two types of empirical modelling method based on the multiple regression analysis (MRA) and the artificial neural network (ANN) have been proposed for the real-time prediction of thermal errors with multiple temperature measurements. Both approaches have a systematic and computerised algorithm to search automatically for the nonlinear and interaction terms between different temperature variables. The experimental results on a machining centre show that both the MRA and the ANN can accurately predict the time-variant thermal error components under different spindle speeds and temperature fields. The accuracy of a horizontal machining centre can be improved through experiment by a factor of ten and the errors of a cut aluminium workpiece owing to thermal distortion have been reduced from 92.4 µm to 7.2 µm in the lateral direction. The depth difference due to the spindle thermal growth has been reduced from 196 µm to 8 µm.en_US
dc.format.extent1058318 bytes
dc.format.extent3115 bytes
dc.format.mimetypeapplication/pdf
dc.format.mimetypetext/plain
dc.language.isoen_US
dc.publisherSpringer-Verlag; Springer-Verlag London Limiteden_US
dc.subject.otherComputer Scienceen_US
dc.subject.otherCNC Machine Toolsen_US
dc.subject.otherThermal Error Modellingen_US
dc.subject.otherMechanical Engineeringen_US
dc.subject.otherProduction/Logisticsen_US
dc.subject.otherComputer-Aided Engineering (CAD, CAE) and Designen_US
dc.subject.otherIndustrial and Production Engineeringen_US
dc.subject.otherAccuracyen_US
dc.subject.otherError Compensationen_US
dc.titleThermal error modelling for real-time error compensationen_US
dc.typeArticleen_US
dc.subject.hlbsecondlevelManagementen_US
dc.subject.hlbsecondlevelInformation and Library Scienceen_US
dc.subject.hlbsecondlevelIndustrial and Operations Engineeringen_US
dc.subject.hlbsecondlevelComputer Scienceen_US
dc.subject.hlbsecondlevelEconomicsen_US
dc.subject.hlbtoplevelBusinessen_US
dc.subject.hlbtoplevelSocial Sciencesen_US
dc.subject.hlbtoplevelEngineeringen_US
dc.description.peerreviewedPeer Revieweden_US
dc.contributor.affiliationumDepartment of Mechanical Engineering and Applied Mechanics, University of Michigan, 3424 G.G. Brown Building, 48109-2125, Ann Arbor, MI, USAen_US
dc.contributor.affiliationumDepartment of Mechanical Engineering and Applied Mechanics, University of Michigan, 3424 G.G. Brown Building, 48109-2125, Ann Arbor, MI, USAen_US
dc.contributor.affiliationumDepartment of Mechanical Engineering and Applied Mechanics, University of Michigan, 3424 G.G. Brown Building, 48109-2125, Ann Arbor, MI, USAen_US
dc.contributor.affiliationumcampusAnn Arboren_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/45884/1/170_2005_Article_BF01239613.pdfen_US
dc.identifier.doihttp://dx.doi.org/10.1007/BF01239613en_US
dc.identifier.sourceThe International Journal of Advanced Manufacturing Technologyen_US
dc.owningcollnameInterdisciplinary and Peer-Reviewed


Files in this item

Show simple item record

Remediation of Harmful Language

The University of Michigan Library aims to describe library materials in a way that respects the people and communities who create, use, and are represented in our collections. Report harmful or offensive language in catalog records, finding aids, or elsewhere in our collections anonymously through our metadata feedback form. More information at Remediation of Harmful Language.

Accessibility

If you are unable to use this file in its current format, please select the Contact Us link and we can modify it to make it more accessible to you.