Štrbac, B.; University of Novi Sad, Faculty of Technical Sciences, Department of Production Engineering, Novi Sad, Serbia
Ranisavljev, M.; University of Novi Sad, Faculty of Technical Sciences, Department of Industrial Engineering and Management, Novi Sad, Serbia
OROSNJAK, Marko ; University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Engineering (DoE) ; University of Slavonski Brod, Mechanical Engineering Faculty, Slavonski Brod, Croatia
Havrlišan, S.; Comenius University Bratislava, Faculty of Management, Bratislava, Slovakia
Dudić, B.; Faculty of Economics and Engineering Management, University Business Academy, Novi Sad, Serbia
Savković, B.
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Unsupervised machine learning application in the selection of measurement strategy on Coordinate Measuring Machine
Ministry of Science, Technological Development and Innovation
N° du Fonds :
451-03-65/2024-03/200156
Subventionnement (détails) :
This research has been supported by the Ministry of Science, Technological Development and Innovation (Contract No. 451-03-65/2024-03/200156) and the Faculty of Technical Sciences, University of Novi Sad through project \u201CScientific and Artistic Research Work of Researchers in Teaching and Associate Positions at the Faculty of Technical Sciences, University of Novi Sad\u201D (No. 01-3394/1).
Jotić, G., Štrbac, B., Toth, T., Blanuša, V., Dovica, M., Hadžistević, M. (2023). The analysis of metrological characteristics of different coordinate measuring systems, Tehnički Vjesnik – Technical Gazette, Vol. 30, No. 1, 32-38, doi: 10.17559/TV-20220204091212.
Dube, L., Gupta, K. (2023). Lean manufacturing based space utilization and motion waste reduction for efficiency enhancement in a machining shop: A case study, Applied Engineering Letters, Vol. 8, No. 3, 121-130, doi: 10.18485/aeletters.2023.8.3.4.
Grazion, S., Spiryagin, V., Erofeev, M., Kravchenko, I., Kuznetsov, Y., Mukomela, M., Velichko, S., Ašonja, A., Kalashnikova, L. (2022). Diagnostics of defect detection in the initial stages of structural failure using the acoustic emission method of control, Applied Engineering Letters, Vol. 7, No. 2, 45-53, doi: 10.18485/aeletters.2022.7.2.1.
Shen, Y., Ren, J., Huang, N., Zhang, Y., Zhang, X., Zhu, L. (2023). Surface form inspection with contact coordinate measurement: A review, International Journal of Extreme Manufacturing, Vol. 5, No. 2, Article No. 022006, doi: 10.1088/2631-7990/acc76e.
JCGM 100:2008 (2008). Evaluation of measurement data – Guide to the expression of uncertainty in measurement, First edition, International Organization of Legal Metrology, Paris, France.
ISO/TS15530-3:2011. Geometrical products pecifications (GPS) – Coordinate measuring machines (CMM): technique for determining the uncertainty of measurement, Part 3: Use of calibrated workpieces or standards, Geneva, Switzerland.
ISO/TS15530-4:2008. Geometrical product specifications (GPS) – Coordinate measuring machines (CMM): technique for determining the uncertainty of measurement, Part 4: Evaluating task-specific measurement uncertainty using simulation, Geneva, Switzerland.
Aggogeri, F., Barbato, G., Barini, E.M., Genta, G., Levi, R. (2011). Measurement uncertainty assessment of coordinate measuring machines by simulation and planned experimentation, CIRP Journal of Manufacturing Science and Technology, Vol. 4, No. 1, 51-56, doi: 10.1016/j.cirpj.2011.01.007.
Štrbac, B., Ačko, B., Havrlišan, S., Matin, I., Savković, B., Hadžistević, M. (2020). Investigation of the effect of temperature and other significant factors on systematic error and measurement uncertainty in CMM measurements by applying design of experiments, Measurement, Vol. 158, Article No. 107692, doi: 10.1016/j.measurement.2020. 107692.
Acko, B., Brezovnik, S., Crepinsek Lipus, L., Klobucar, R. (2015). Verification of statistical calculations in interlaboratory comparisons by simulating input datasets, International Journal of Simulation Modelling, Vol. 14, No. 2, 227-237, doi: 10.2507/IJSIMM14(2)4.288.
Lipus, L.C., Acko, B., Tompa, J. (2022). Experimental determination of influences on a gauge block’s stack length, Advances in Production Engineering & Management, Vol. 17, No. 3, 339-349, doi: 10.14743/apem2022.3.440.
Ricci, F., Scott, P.J., Jiang, X. (2013). A categorical model for uncertainty and cost management within the Geometrical Product Specification (GPS) framework, Precision Engineering, Vol. 37, No. 2, 265-274, doi: 10.1016/j.preci-sioneng.2012.09.005.
Weckenmann, A., Knauer, M., Kunzmann, H. (1998). The influence of measurement strategy on the uncertainty of CMM-measurements, CIRP Annals, Vol. 47, No. 1, 451-454, doi: 10.1016/S0007-8506(07)62872-8.
Barini, E.M., Tosello, G., De Chiffre, L. (2010). Uncertainty analysis of point-by-point sampling complex surfaces using touch probe CMMs: DOE for complex surfaces verification with CMM, Precision Engineering, Vol. 34, No. 1, 16-21, doi: 10.1016/j.precisioneng.2009.06.009.
Raghunandan, R., Venkateswara Rao, P. (2008). Selection of sampling points for accurate evaluation of flatness error using coordinate measuring machine, Journal of Materials Processing Technology, Vol. 202, No. 1-3, 240-245, doi: 10.1016/j.jmatprotec.2007.09.066.
Štrbac, B., Rodić, D., Delić, M., Savković, B., Hadžistević, M. (2021). Investigation of functional dependency between the characteristics of the machining process and flatness error measured on a CMM, Measurement Science Review, Vol. 21, No. 6, 158-167, doi: 10.2478/msr-2021-0022.
Orošnjak, M., Šević, D. (2023). Benchmarking maintenance practices for allocating features affecting hydraulic system maintenance: A West-Balkan perspective, Mathematics, Vol. 11, No. 18, Article No. 3816, doi: 10.3390/ math11183816.
Özel, T. (2006). Precision tracking control of a horizontal arm coordinate measuring machine in the presence of dynamic flexibilities, The International Journal of Advanced Manufacturing Technology, Vol. 27, 960-968, doi: 10.1007/s00170-004-2292-3.
Stępień, K. (2015). An analysis of influence of sampling strategy and scanning speed on estimation of straightness and flatness deviations with CMMs, Advanced Technologies in Mechanics, Vol. 2, No. 2-3, 2-7.
Ali, S.H.R. (2014). Performance investigation of CMM measurement quality using flick standard, Journal of Quality and Reliability Engineering, Vol. 2014, No. 1, Article No. 960649, doi: 10.1155/2014/960649.
Urban, J., Beranek, L., Koptiš, M., Šimota, J., Košták, O. (2020). Influence of CMM scanning speed and inspected feature size on an accuracy of size and form measurement, Manufacturing Technology, Vol. 20, No. 4, 538-544, doi: 10.21062/mft.2020.074.
Magdziak, M. (2020). Determining the strategy of contact measurements based on results of non-contact coordinate measurements, Procedia Manufacturing, Vol. 51, 337-344, doi: 10.1016/j.promfg.2020.10.048.
Rajamohan, G., Shunmugam, M.S., Samuel, G.L. (2011). Effect of probe size and measurement strategies on assessment of freeform profile deviations using coordinate measuring machine, Measurement, Vol. 44, No. 5, 832-841, doi: 10.1016/j.measurement.2011.01.020.
Malburg, M.C. (2002). Fitting, filtering and analysis: Feature extraction in dimensional metrology applications, International Dimensional Workshop, https://digitalmetrology.com/Papers/IDW2002-Slides.pdf
Lou, S., Brown, S.B., Sun, W., Zeng, W., Jiang, X., Scott, P.J. (2019). An investigation of the mechanical filtering effect of tactile CMM in the measurement of additively manufactured parts, Measurement, Vol. 144, 173-182, doi: 10.1016/j.measurement.2019.04.066.
Li, K., Li, D., Ma, H.Q. (2023). An improved discrete particle swarm optimization approach for a multi-objective optimization model of an urban logistics distribution network considering traffic congestion, Advances in Production Engineering & Management, Vol. 18, No. 2, 211-224, doi: 10.14743/apem2023.2.468.
ISO 12180-2:2011, Geometrical product specifications (GPS) – Cylindricity, Part 2: Specification operators, Geneva, Switzerland.
