Robust stability of milling operations based on pseudospectral approach
The prediction of chatter-free machining parameters is not reliable for industrial applications without guaranteed robustness against modeling uncertainties. Measurement inaccuracies, fitting uncertainties, simplifications and modeling errors typically lead to a mismatch between the mathematical mod...
Saved in:
| Published in: | International journal of machine tools & manufacture Vol. 149; p. 103516 |
|---|---|
| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Ltd
01-02-2020
|
| Subjects: | |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | The prediction of chatter-free machining parameters is not reliable for industrial applications without guaranteed robustness against modeling uncertainties. Measurement inaccuracies, fitting uncertainties, simplifications and modeling errors typically lead to a mismatch between the mathematical model and the real physical system. This paper presents the robust stability analysis of milling operations based on a pseudospectral approach to take into account the effect of bounded parametric uncertainties both in the cutting coefficients and in the modal parameters. In order to make the predictions more accurate, the operational modal analysis of the spindle during rotation was conducted. The natural frequencies and damping ratios of the dominant vibration modes were identified from the impact tests of the rotating tool at different spindle speeds. The uncertainties of the fitted parameters were included in the computation of the pseudospectral radius of the monodromy operator of the time-periodic system. The solver is tested in a case study and experimental chatter tests are also included for demonstration purposes.
[Display omitted]
•A robust pseudospectral method is presented for milling operations considering uncertainties in both modal parameters and cutting coefficients.•The stability analysis is based on a collocation method using Chebyshev polynomials.•Modal parameters of the rotating spindle are determined by operational modal analysis.•A case study with experimental chatter tests is included. |
|---|---|
| AbstractList | The prediction of chatter-free machining parameters is not reliable for industrial applications without guaranteed robustness against modeling uncertainties. Measurement inaccuracies, fitting uncertainties, simplifications and modeling errors typically lead to a mismatch between the mathematical model and the real physical system. This paper presents the robust stability analysis of milling operations based on a pseudospectral approach to take into account the effect of bounded parametric uncertainties both in the cutting coefficients and in the modal parameters. In order to make the predictions more accurate, the operational modal analysis of the spindle during rotation was conducted. The natural frequencies and damping ratios of the dominant vibration modes were identified from the impact tests of the rotating tool at different spindle speeds. The uncertainties of the fitted parameters were included in the computation of the pseudospectral radius of the monodromy operator of the time-periodic system. The solver is tested in a case study and experimental chatter tests are also included for demonstration purposes.
[Display omitted]
•A robust pseudospectral method is presented for milling operations considering uncertainties in both modal parameters and cutting coefficients.•The stability analysis is based on a collocation method using Chebyshev polynomials.•Modal parameters of the rotating spindle are determined by operational modal analysis.•A case study with experimental chatter tests is included. |
| ArticleNumber | 103516 |
| Author | Hajdu, David Michiels, Wim Borgioli, Francesco Insperger, Tamas Stepan, Gabor |
| Author_xml | – sequence: 1 givenname: David surname: Hajdu fullname: Hajdu, David email: hajdu@mm.bme.hu organization: Department of Applied Mechanics, Budapest University of Technology and Economics, H-1111 Budapest, Hungary – sequence: 2 givenname: Francesco surname: Borgioli fullname: Borgioli, Francesco organization: Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven 3001, Belgium – sequence: 3 givenname: Wim surname: Michiels fullname: Michiels, Wim organization: Department of Computer Science, KU Leuven, Celestijnenlaan 200A, Leuven 3001, Belgium – sequence: 4 givenname: Tamas surname: Insperger fullname: Insperger, Tamas organization: Department of Applied Mechanics, Budapest University of Technology and Economics, H-1111 Budapest, Hungary – sequence: 5 givenname: Gabor surname: Stepan fullname: Stepan, Gabor organization: Department of Applied Mechanics, Budapest University of Technology and Economics, H-1111 Budapest, Hungary |
| BookMark | eNqNkN9KwzAUxoNMcE7fIT5A50nTNs2lDJ3CQBC9DmlyoildU5JM2NvbMS-89OrAB9-f87smizGMSMgdgzUD1tz3a9_vtfnKIQxpXQKTs85r1lyQJWuFLEomYEGW0EooGlnXV-Q6pR4AWMvZkmzfQndImaasOz_4fKTB0b0fBj9-0jBh1NmHMdFOJ7Q0jHRKeLAhTWhy1APV0xTD3H9DLp0eEt7-3hX5eHp83zwXu9fty-ZhVxguylyYqgVdlw6hdVJ3yIQVFqyonJGVrRqskTPZcMkZd67sSstRO-Ct63iHTvAVkedcE0NKEZ2aot_reFQM1ImI6tUfIupERJ2JzN7N2YvzwG-PUSXjcTRofZzfUTb4f6T8ADI-dBY |
| CitedBy_id | crossref_primary_10_1016_j_jmapro_2023_08_012 crossref_primary_10_1016_j_ijmachtools_2021_103768 crossref_primary_10_1007_s11740_022_01181_4 crossref_primary_10_1016_j_cirp_2021_04_080 crossref_primary_10_1016_j_jsv_2022_117150 crossref_primary_10_1007_s00170_021_06732_0 crossref_primary_10_1016_j_ymssp_2021_108523 crossref_primary_10_1016_j_jsv_2022_116849 crossref_primary_10_1016_j_jmapro_2023_09_032 crossref_primary_10_1177_10775463211048256 crossref_primary_10_1016_j_ijmachtools_2022_103873 crossref_primary_10_1016_j_ymssp_2023_110582 crossref_primary_10_1016_j_ymssp_2024_111266 crossref_primary_10_1002_nme_6368 crossref_primary_10_3390_mi13050810 crossref_primary_10_1007_s11071_021_06483_3 crossref_primary_10_1016_j_jmapro_2023_06_062 crossref_primary_10_1007_s10845_023_02190_5 crossref_primary_10_1016_j_ijmachtools_2020_103610 crossref_primary_10_1016_j_ijmachtools_2020_103687 crossref_primary_10_1016_j_ijmachtools_2020_103611 crossref_primary_10_1016_j_ijmachtools_2021_103767 crossref_primary_10_3390_mi14071304 |
| Cites_doi | 10.1016/j.jsv.2013.09.043 10.1007/s40436-018-0230-0 10.1016/j.ijmachtools.2008.10.008 10.1016/j.ijmachtools.2014.09.014 10.1016/j.ijmachtools.2012.05.002 10.1007/s11071-016-3019-3 10.1115/1.3124088 10.1007/s00170-016-9044-z 10.23919/ECC.2018.8550382 10.1016/j.jsv.2007.11.006 10.1115/1.4007466 10.1016/j.jmapro.2017.09.015 10.1016/j.procir.2018.08.260 10.1137/120862399 10.1016/j.jmapro.2013.08.005 10.1007/s00170-016-8672-7 10.1016/j.ijmachtools.2011.02.002 10.1002/nme.3122 10.1016/j.ijmachtools.2019.01.002 10.3311/pp.me.2012-2.01 10.1007/s00170-016-8523-6 10.1115/1.2801317 10.1137/110856113 10.1016/j.cirp.2019.04.035 |
| ContentType | Journal Article |
| Copyright | 2020 The Authors |
| Copyright_xml | – notice: 2020 The Authors |
| DBID | 6I. AAFTH AAYXX CITATION |
| DOI | 10.1016/j.ijmachtools.2019.103516 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1879-2170 |
| ExternalDocumentID | 10_1016_j_ijmachtools_2019_103516 S0890695519310995 |
| GroupedDBID | --K --M -~X .~1 0R~ 1B1 1~. 1~5 29J 4.4 457 4G. 5GY 5VS 6I. 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAFTH AAIAV AAIKC AAIKJ AAKOC AALRI AAMNW AAOAW AAQFI AAQXK AAXUO ABFNM ABJNI ABMAC ABTAH ABXDB ABYKQ ACDAQ ACGFS ACIWK ACNNM ACRLP ADBBV ADEZE ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HVGLF HZ~ IHE J1W JJJVA KOM LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG RNS ROL RPZ SDF SDG SDP SES SET SEW SPC SPCBC SST SSZ T5K TN5 WUQ XFK ZMT ZY4 ~G- AAXKI AAYXX AFJKZ AKRWK CITATION |
| ID | FETCH-LOGICAL-c372t-c480a52fe08f9abe17d7d0d74fc94d46e5e319639313ff2b2d3eaf038fb3bef73 |
| ISSN | 0890-6955 |
| IngestDate | Thu Sep 26 18:46:45 EDT 2024 Fri Feb 23 02:49:20 EST 2024 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Uncertainty Robustness Collocation Pseudospectral method Chatter |
| Language | English |
| License | This is an open access article under the CC BY license. |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c372t-c480a52fe08f9abe17d7d0d74fc94d46e5e319639313ff2b2d3eaf038fb3bef73 |
| OpenAccessLink | https://dx.doi.org/10.1016/j.ijmachtools.2019.103516 |
| ParticipantIDs | crossref_primary_10_1016_j_ijmachtools_2019_103516 elsevier_sciencedirect_doi_10_1016_j_ijmachtools_2019_103516 |
| PublicationCentury | 2000 |
| PublicationDate | February 2020 2020-02-00 |
| PublicationDateYYYYMMDD | 2020-02-01 |
| PublicationDate_xml | – month: 02 year: 2020 text: February 2020 |
| PublicationDecade | 2020 |
| PublicationTitle | International journal of machine tools & manufacture |
| PublicationYear | 2020 |
| Publisher | Elsevier Ltd |
| Publisher_xml | – name: Elsevier Ltd |
| References | Guglielmi, Lubich (b26) 2013; 34 Butcher, Bobrenkov, Bueler, Nindujarla (b23) 2009; 4 Huang, Hu, Zhang, Lv (b10) 2016; 87 Huang, Zhang, Lv (b11) 2016; 86 Taylor (b4) 1907 Lehotzky, Insperger, Khasawneh, Stepan (b22) 2017; 89 Stepan, Beri, Miklos, Wohlfart, Bachrathy, Porempovics, Toth, Takacs (b29) 2019; 68 Budak, Altintas (b32) 1998; 120 Kurdi, Schmitz, Haftka, Mann (b7) 2005 Löser, Otto, Ihlenfeldt, Radons (b28) 2018; 6 Özşahin, Budak, Özgüven (b30) 2015; 89 Khasawneh, Mann (b21) 2011; 87 F. Borgioli, W. Michiels, Computing the distance to instability for delay systems with uncertainties in the system matrices and in the delay terms, in: Proceedings of the (ECC), Limassol, Cyprus Zhang, Zhu, Zhang, Ding, Xiong (b8) 2012; 61 Borgioli, Hajdu, Insperger, Stepan, Michiels (b19) 2019 Liu, Meng, Liu, Zhang (b9) 2016; 87 Takács, Wohlfart, Miklós, Krajnyák, Tóth, Stépán (b27) 2018; 77 Bachrathy, Stépán (b33) 2012; 56 Dombovari, Stepan (b16) 2012; 134 Farkas (b20) 1994 Tobias (b2) 1965 G. Duncan, M. Kurdi, T.L. Schmitz, J.P. Snyder, Uncertainty propagation for selected analytical milling stability limit analyses, in: 34th North American Manufacturing Research Conference, 2006. Graham, Mehrpouya, Park (b13) 2013; 15 Hajdu, Insperger, Bachrathy, Stepan (b14) 2017; 30 Dombovari, Iglesias, Zatarain, Insperger (b18) 2011; 51 Kuljanic, Sortino, Totis (b31) 2008; 312 Totis (b12) 2009; 49 . Altintas (b1) 2012 Totis, Insperger, Sortino, Stépán (b17) 2019; 139 Michiels, Guglielmi (b25) 2012; 34 Tlusty, Spacek (b3) 1954 Insperger, Stepan (b5) 2011 Totis, Albertelli, Sortino, Monno (b24) 2014; 333 Graham (10.1016/j.ijmachtools.2019.103516_b13) 2013; 15 Budak (10.1016/j.ijmachtools.2019.103516_b32) 1998; 120 Hajdu (10.1016/j.ijmachtools.2019.103516_b14) 2017; 30 Tlusty (10.1016/j.ijmachtools.2019.103516_b3) 1954 Stepan (10.1016/j.ijmachtools.2019.103516_b29) 2019; 68 Dombovari (10.1016/j.ijmachtools.2019.103516_b16) 2012; 134 Guglielmi (10.1016/j.ijmachtools.2019.103516_b26) 2013; 34 Liu (10.1016/j.ijmachtools.2019.103516_b9) 2016; 87 Kurdi (10.1016/j.ijmachtools.2019.103516_b7) 2005 Butcher (10.1016/j.ijmachtools.2019.103516_b23) 2009; 4 Zhang (10.1016/j.ijmachtools.2019.103516_b8) 2012; 61 Özşahin (10.1016/j.ijmachtools.2019.103516_b30) 2015; 89 Tobias (10.1016/j.ijmachtools.2019.103516_b2) 1965 Michiels (10.1016/j.ijmachtools.2019.103516_b25) 2012; 34 Huang (10.1016/j.ijmachtools.2019.103516_b10) 2016; 87 Farkas (10.1016/j.ijmachtools.2019.103516_b20) 1994 Totis (10.1016/j.ijmachtools.2019.103516_b17) 2019; 139 Borgioli (10.1016/j.ijmachtools.2019.103516_b19) 2019 Dombovari (10.1016/j.ijmachtools.2019.103516_b18) 2011; 51 Löser (10.1016/j.ijmachtools.2019.103516_b28) 2018; 6 Kuljanic (10.1016/j.ijmachtools.2019.103516_b31) 2008; 312 10.1016/j.ijmachtools.2019.103516_b15 Lehotzky (10.1016/j.ijmachtools.2019.103516_b22) 2017; 89 Insperger (10.1016/j.ijmachtools.2019.103516_b5) 2011 Taylor (10.1016/j.ijmachtools.2019.103516_b4) 1907 Khasawneh (10.1016/j.ijmachtools.2019.103516_b21) 2011; 87 Totis (10.1016/j.ijmachtools.2019.103516_b24) 2014; 333 10.1016/j.ijmachtools.2019.103516_b6 Huang (10.1016/j.ijmachtools.2019.103516_b11) 2016; 86 Takács (10.1016/j.ijmachtools.2019.103516_b27) 2018; 77 Totis (10.1016/j.ijmachtools.2019.103516_b12) 2009; 49 Altintas (10.1016/j.ijmachtools.2019.103516_b1) 2012 Bachrathy (10.1016/j.ijmachtools.2019.103516_b33) 2012; 56 |
| References_xml | – start-page: 387 year: 2005 end-page: 395 ident: b7 article-title: A numerical study of uncertainty in stability and surface location error in high-speed milling publication-title: Manuf. Eng. Mater. Handl. Parts A B contributor: fullname: Mann – volume: 34 start-page: A2366 year: 2012 end-page: A2393 ident: b25 article-title: An iterative method for computing the pseudospectral abscissa for a class of nonlinear eigenvalue problems publication-title: SIAM J. Sci. Comput. contributor: fullname: Guglielmi – volume: 68 start-page: 405 year: 2019 end-page: 408 ident: b29 article-title: On stability of emulated turning processes in HIL environment publication-title: CIRP Ann. contributor: fullname: Takacs – volume: 312 start-page: 672 year: 2008 end-page: 693 ident: b31 article-title: Multisensor approaches for chatter detection in milling publication-title: J. Sound Vib. contributor: fullname: Totis – volume: 87 start-page: 3225 year: 2016 end-page: 3232 ident: b10 article-title: Probabilistic analysis of chatter stability in turning publication-title: Int. J. Adv. Manuf. Technol. contributor: fullname: Lv – volume: 87 start-page: 801 year: 2016 end-page: 809 ident: b9 article-title: Chatter reliability of milling system based on first-order second-moment method publication-title: Int. J. Adv. Manuf. Technol. contributor: fullname: Zhang – volume: 6 start-page: 319 year: 2018 end-page: 333 ident: b28 article-title: Chatter prediction for uncertain parameters publication-title: Adv. Manuf. contributor: fullname: Radons – year: 1907 ident: b4 publication-title: On the Art of Cutting Metals contributor: fullname: Taylor – volume: 120 start-page: 22 year: 1998 end-page: 30 ident: b32 article-title: Analytical prediction of chatter stability in milling – Part I: General formulation publication-title: J. Dyn. Sys., Meas., Control contributor: fullname: Altintas – volume: 15 start-page: 508 year: 2013 end-page: 517 ident: b13 article-title: Robust prediction of chatter stability in milling based on the analytical chatter stability publication-title: J. Manuf. Process. contributor: fullname: Park – volume: 77 start-page: 481 year: 2018 end-page: 484 ident: b27 article-title: Ball shooting tests for identification of modal parameter variation in rotating main spindles publication-title: Procedia CIRP contributor: fullname: Stépán – volume: 89 start-page: 64 year: 2015 end-page: 73 ident: b30 article-title: In-process tool point FRF identification under operational conditions using inverse stability solution publication-title: Int. J. Mach. Tools Manuf. contributor: fullname: Özgüven – year: 2019 ident: b19 article-title: Pseudospectral Method for Assessing Stability Robustness for Linear Time-Periodic Delayed Dynamical Systems contributor: fullname: Michiels – year: 1954 ident: b3 article-title: Self-excited vibrations on machine tools contributor: fullname: Spacek – volume: 34 start-page: 40 year: 2013 end-page: 66 ident: b26 article-title: Low-rank dynamics for computing extremal points of real pseudospectra publication-title: SIAM J. Matrix Anal. Appl. contributor: fullname: Lubich – volume: 61 start-page: 9 year: 2012 end-page: 19 ident: b8 article-title: Numerical robust optimization of spindle speed for milling process with uncertainties publication-title: Int. J. Mach. Tools Manuf. contributor: fullname: Xiong – volume: 134 year: 2012 ident: b16 article-title: The effect of helix angle variation on milling stability publication-title: J. Manuf. Sci. Eng. contributor: fullname: Stepan – volume: 56 start-page: 81 year: 2012 end-page: 86 ident: b33 article-title: Bisection method in higher dimensions and the efficiency number publication-title: Period. Polytech. Mech. Eng. contributor: fullname: Stépán – volume: 4 start-page: 031003 year: 2009 ident: b23 article-title: Analysis of milling stability by the Chebyshev collocation method: Algorithm and optimal stable immersion levels publication-title: J. Comput. Nonlinear Dynam. contributor: fullname: Nindujarla – volume: 139 start-page: 37 year: 2019 end-page: 59 ident: b17 article-title: Symmetry breaking in milling dynamics publication-title: Int. J. Mach. Tools Manuf. contributor: fullname: Stépán – volume: 51 start-page: 457 year: 2011 end-page: 464 ident: b18 article-title: Prediction of multiple dominant chatter frequencies in milling processes publication-title: Int. J. Mach. Tools Manuf. contributor: fullname: Insperger – volume: 89 start-page: 2503 year: 2017 end-page: 2514 ident: b22 article-title: Spectral element method for stability analysis of milling processes with discontinuous time-periodicity publication-title: Int. J. Adv. Manuf. Technol. contributor: fullname: Stepan – volume: 30 start-page: 281 year: 2017 end-page: 289 ident: b14 article-title: Prediction of robust stability boundaries for milling operations with extended multi-frequency solution and structured singular values publication-title: J. Manuf. Process. contributor: fullname: Stepan – year: 2012 ident: b1 article-title: Manufacturing Automation: Metal Cutting Mechanics, Machine Tool Vibrations, and CNC Design contributor: fullname: Altintas – year: 2011 ident: b5 publication-title: Semi-Discretization for Time-Delay Systems: Stability and Engineering Applications contributor: fullname: Stepan – volume: 333 start-page: 646 year: 2014 end-page: 668 ident: b24 article-title: Efficient evaluation of process stability in milling with spindle speed variation by using the Chebyshev collocation method publication-title: J. Sound Vib. contributor: fullname: Monno – year: 1965 ident: b2 article-title: Machine-tool vibration contributor: fullname: Tobias – volume: 49 start-page: 273 year: 2009 end-page: 284 ident: b12 article-title: RCPM - A new method for robust chatter prediction in milling publication-title: Int. J. Mach. Tools Manuf. contributor: fullname: Totis – volume: 87 start-page: 566 year: 2011 end-page: 592 ident: b21 article-title: A spectral element approach for the stability of delay systems publication-title: Internat. J. Numer. Methods Engrg. contributor: fullname: Mann – volume: 86 start-page: 2105 year: 2016 end-page: 2114 ident: b11 article-title: Probabilistic analysis of dynamic stability for milling process publication-title: Nonlinear Dynam. contributor: fullname: Lv – year: 1994 ident: b20 article-title: Periodic Motions contributor: fullname: Farkas – volume: 333 start-page: 646 issue: 3 year: 2014 ident: 10.1016/j.ijmachtools.2019.103516_b24 article-title: Efficient evaluation of process stability in milling with spindle speed variation by using the Chebyshev collocation method publication-title: J. Sound Vib. doi: 10.1016/j.jsv.2013.09.043 contributor: fullname: Totis – volume: 6 start-page: 319 issue: 3 year: 2018 ident: 10.1016/j.ijmachtools.2019.103516_b28 article-title: Chatter prediction for uncertain parameters publication-title: Adv. Manuf. doi: 10.1007/s40436-018-0230-0 contributor: fullname: Löser – year: 1954 ident: 10.1016/j.ijmachtools.2019.103516_b3 contributor: fullname: Tlusty – volume: 49 start-page: 273 issue: 3 year: 2009 ident: 10.1016/j.ijmachtools.2019.103516_b12 article-title: RCPM - A new method for robust chatter prediction in milling publication-title: Int. J. Mach. Tools Manuf. doi: 10.1016/j.ijmachtools.2008.10.008 contributor: fullname: Totis – year: 1994 ident: 10.1016/j.ijmachtools.2019.103516_b20 contributor: fullname: Farkas – volume: 89 start-page: 64 year: 2015 ident: 10.1016/j.ijmachtools.2019.103516_b30 article-title: In-process tool point FRF identification under operational conditions using inverse stability solution publication-title: Int. J. Mach. Tools Manuf. doi: 10.1016/j.ijmachtools.2014.09.014 contributor: fullname: Özşahin – volume: 61 start-page: 9 year: 2012 ident: 10.1016/j.ijmachtools.2019.103516_b8 article-title: Numerical robust optimization of spindle speed for milling process with uncertainties publication-title: Int. J. Mach. Tools Manuf. doi: 10.1016/j.ijmachtools.2012.05.002 contributor: fullname: Zhang – volume: 86 start-page: 2105 issue: 3 year: 2016 ident: 10.1016/j.ijmachtools.2019.103516_b11 article-title: Probabilistic analysis of dynamic stability for milling process publication-title: Nonlinear Dynam. doi: 10.1007/s11071-016-3019-3 contributor: fullname: Huang – volume: 4 start-page: 031003 issue: 3 year: 2009 ident: 10.1016/j.ijmachtools.2019.103516_b23 article-title: Analysis of milling stability by the Chebyshev collocation method: Algorithm and optimal stable immersion levels publication-title: J. Comput. Nonlinear Dynam. doi: 10.1115/1.3124088 contributor: fullname: Butcher – volume: 89 start-page: 2503 issue: 9–12 year: 2017 ident: 10.1016/j.ijmachtools.2019.103516_b22 article-title: Spectral element method for stability analysis of milling processes with discontinuous time-periodicity publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-016-9044-z contributor: fullname: Lehotzky – year: 1907 ident: 10.1016/j.ijmachtools.2019.103516_b4 contributor: fullname: Taylor – ident: 10.1016/j.ijmachtools.2019.103516_b15 doi: 10.23919/ECC.2018.8550382 – volume: 312 start-page: 672 issue: 4–5 year: 2008 ident: 10.1016/j.ijmachtools.2019.103516_b31 article-title: Multisensor approaches for chatter detection in milling publication-title: J. Sound Vib. doi: 10.1016/j.jsv.2007.11.006 contributor: fullname: Kuljanic – year: 2011 ident: 10.1016/j.ijmachtools.2019.103516_b5 contributor: fullname: Insperger – volume: 134 issue: 5 year: 2012 ident: 10.1016/j.ijmachtools.2019.103516_b16 article-title: The effect of helix angle variation on milling stability publication-title: J. Manuf. Sci. Eng. doi: 10.1115/1.4007466 contributor: fullname: Dombovari – volume: 30 start-page: 281 year: 2017 ident: 10.1016/j.ijmachtools.2019.103516_b14 article-title: Prediction of robust stability boundaries for milling operations with extended multi-frequency solution and structured singular values publication-title: J. Manuf. Process. doi: 10.1016/j.jmapro.2017.09.015 contributor: fullname: Hajdu – volume: 77 start-page: 481 year: 2018 ident: 10.1016/j.ijmachtools.2019.103516_b27 article-title: Ball shooting tests for identification of modal parameter variation in rotating main spindles publication-title: Procedia CIRP doi: 10.1016/j.procir.2018.08.260 contributor: fullname: Takács – volume: 34 start-page: 40 issue: 1 year: 2013 ident: 10.1016/j.ijmachtools.2019.103516_b26 article-title: Low-rank dynamics for computing extremal points of real pseudospectra publication-title: SIAM J. Matrix Anal. Appl. doi: 10.1137/120862399 contributor: fullname: Guglielmi – volume: 15 start-page: 508 issue: 4 year: 2013 ident: 10.1016/j.ijmachtools.2019.103516_b13 article-title: Robust prediction of chatter stability in milling based on the analytical chatter stability publication-title: J. Manuf. Process. doi: 10.1016/j.jmapro.2013.08.005 contributor: fullname: Graham – year: 1965 ident: 10.1016/j.ijmachtools.2019.103516_b2 contributor: fullname: Tobias – volume: 87 start-page: 3225 issue: 9 year: 2016 ident: 10.1016/j.ijmachtools.2019.103516_b10 article-title: Probabilistic analysis of chatter stability in turning publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-016-8672-7 contributor: fullname: Huang – volume: 51 start-page: 457 issue: 6 year: 2011 ident: 10.1016/j.ijmachtools.2019.103516_b18 article-title: Prediction of multiple dominant chatter frequencies in milling processes publication-title: Int. J. Mach. Tools Manuf. doi: 10.1016/j.ijmachtools.2011.02.002 contributor: fullname: Dombovari – year: 2019 ident: 10.1016/j.ijmachtools.2019.103516_b19 contributor: fullname: Borgioli – year: 2012 ident: 10.1016/j.ijmachtools.2019.103516_b1 contributor: fullname: Altintas – volume: 87 start-page: 566 issue: 6 year: 2011 ident: 10.1016/j.ijmachtools.2019.103516_b21 article-title: A spectral element approach for the stability of delay systems publication-title: Internat. J. Numer. Methods Engrg. doi: 10.1002/nme.3122 contributor: fullname: Khasawneh – ident: 10.1016/j.ijmachtools.2019.103516_b6 – start-page: 387 year: 2005 ident: 10.1016/j.ijmachtools.2019.103516_b7 article-title: A numerical study of uncertainty in stability and surface location error in high-speed milling publication-title: Manuf. Eng. Mater. Handl. Parts A B contributor: fullname: Kurdi – volume: 139 start-page: 37 year: 2019 ident: 10.1016/j.ijmachtools.2019.103516_b17 article-title: Symmetry breaking in milling dynamics publication-title: Int. J. Mach. Tools Manuf. doi: 10.1016/j.ijmachtools.2019.01.002 contributor: fullname: Totis – volume: 56 start-page: 81 issue: 2 year: 2012 ident: 10.1016/j.ijmachtools.2019.103516_b33 article-title: Bisection method in higher dimensions and the efficiency number publication-title: Period. Polytech. Mech. Eng. doi: 10.3311/pp.me.2012-2.01 contributor: fullname: Bachrathy – volume: 87 start-page: 801 issue: 1 year: 2016 ident: 10.1016/j.ijmachtools.2019.103516_b9 article-title: Chatter reliability of milling system based on first-order second-moment method publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-016-8523-6 contributor: fullname: Liu – volume: 120 start-page: 22 issue: 1 year: 1998 ident: 10.1016/j.ijmachtools.2019.103516_b32 article-title: Analytical prediction of chatter stability in milling – Part I: General formulation publication-title: J. Dyn. Sys., Meas., Control doi: 10.1115/1.2801317 contributor: fullname: Budak – volume: 34 start-page: A2366 issue: 4 year: 2012 ident: 10.1016/j.ijmachtools.2019.103516_b25 article-title: An iterative method for computing the pseudospectral abscissa for a class of nonlinear eigenvalue problems publication-title: SIAM J. Sci. Comput. doi: 10.1137/110856113 contributor: fullname: Michiels – volume: 68 start-page: 405 year: 2019 ident: 10.1016/j.ijmachtools.2019.103516_b29 article-title: On stability of emulated turning processes in HIL environment publication-title: CIRP Ann. doi: 10.1016/j.cirp.2019.04.035 contributor: fullname: Stepan |
| SSID | ssj0001831 |
| Score | 2.4791577 |
| Snippet | The prediction of chatter-free machining parameters is not reliable for industrial applications without guaranteed robustness against modeling uncertainties.... |
| SourceID | crossref elsevier |
| SourceType | Aggregation Database Publisher |
| StartPage | 103516 |
| SubjectTerms | Chatter Collocation Pseudospectral method Robustness Uncertainty |
| Title | Robust stability of milling operations based on pseudospectral approach |
| URI | https://dx.doi.org/10.1016/j.ijmachtools.2019.103516 |
| Volume | 149 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELa2rYTggHiK8pKRuKZK7KSJJS4VLCwcONAi9RbZ8bjKio1Xzeb_M7bz2gIChLhEK0uJNzNfxmP7m8-EvGY8OxUSP0CV5DpKccSNJIfELQkwMCqvMu3qnVfn-efL4t0yXS4WgybD1PZfPY1t6GtXOfsX3h4fig34G32OV_Q6Xv_I71-s6tqdWyLwtNewgV4H5W27heue-uZGL-12CrYtdNr6gktXqz9ojM-T1v1Vw5nWxMYzMd3hG_Zb60G0kU3naiW6iVO7kmvd3aDP-2Pcr2obarP94R7QVnb0fo3PxUHbEwDrzQjfxsmaX_UgkwOxqV-zwAlqvMf_GItpJuaSj3cCZ7IiqPaeQIjHRS4inDXFewE7iJz-EPzDOsT6pF671_ev7rh7wgkLZMkNwW0_hJ-7Pl2XmMa6LcLsgBwxjFgYMI_OPi4vP42DOkY-f_ji8B9vkVcTVfAXHf481ZmlLxf3yN1-3kHPAmDukwU0D8idmRrlQ_IhQIeO0KHW0B46dIIO9dChtqH70KEDdB6Rr--XF29XUX_ORlTxnO2iKi1imTEDcWGEVIBfba5jnaemEqlOTyEDH6jRRtwYppjmIE3MC6O4ApPzx-SwsQ08IVRVUEFsTAqVxkwnE0VRJBArIxRTPJHHhA0mKbdBTqUceIbrcmbH0tmxDHY8Jm8G45V9XhjyvRI9__vbn_7b7c_I7QnCz8nh7rqDF-Sg1d3LHiTfAYvCkUM |
| link.rule.ids | 315,782,786,27933,27934 |
| linkProvider | Elsevier |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Robust+stability+of+milling+operations+based+on+pseudospectral+approach&rft.jtitle=International+journal+of+machine+tools+%26+manufacture&rft.au=Hajdu%2C+David&rft.au=Borgioli%2C+Francesco&rft.au=Michiels%2C+Wim&rft.au=Insperger%2C+Tamas&rft.date=2020-02-01&rft.pub=Elsevier+Ltd&rft.issn=0890-6955&rft.eissn=1879-2170&rft.volume=149&rft_id=info:doi/10.1016%2Fj.ijmachtools.2019.103516&rft.externalDocID=S0890695519310995 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0890-6955&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0890-6955&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0890-6955&client=summon |