Challenges for the DOE methodology related to the introduction of Industry 4.0
References
- Bhote, K.R., Bhote, A.K., 2000. World Class Quality. Using Design of Experiments to Make It Happen, AMACOM, New York.
- Box, G.E.P.,1957. Evolutionary Operation: A Method for Increasing Industrial Productivity, Journal of the Royal Statistical Society Series C-Applied Statistics, 6(2), 81-101, DOI: 10.2307/2985505
- Box, G. E. P., Wilson, K. B., 1951. On the Experimental Attainment of Optimum Conditions, Journal of the Royal Statistical Society Series B-Statistical Methodology, 13(1), 1-45.
- Capriz, G., Ghionna, V.N., Giovine, P., 2002. Modeling and Mechanics of Granular and Porous Materials, Boston, Birkhäuser. DOI: 10.1007/978-1-4612-0079-6
- Echeverria-Rios, D. Green, P.L., 2019. Gaussian processes for regression and classificationtasks using non-gaussian likelihoods, UNCECOMP 2019 3rd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering, 555-568. DOI: 10.7712/120219.6359.18465
- Fisher, R.A., 1921. Studies in Crop Variation. I. An examination of the yield of dressed grain from Broadbalk, Journal of Agricultural Science 11(2), 107-135, DOI: 10.1017/S0021859600003750
- Fisher, R.A., 1925. Statistical Methods for Research Workers. Edinburgh, Oliver and Boyd Press.
- Heinz, S., 2011. Mathematical Modeling, Heidelberg, Springer. DOI: 10.1007/978-3-642-20311-4
- Ingaldi, M., Ulewicz, R., 2018. Evaluation of quality of the e-commerce service, International Journal of Ambient Computing and Intelligence 9(2), 55-66, DOI: 10.4018/IJACI.2018040105
- Izenman, A.J., 2008. Modern Multivariate Statistical Techniques. Regression, Classification, and Manifold Learning, New York, Springer Science+Business Media.s
- Karpisz, D., Kiełbus, A., 2018. Selected problems of designing modern industrial databases, MATEC Web of Conferences, 183, art. 01017, DOI: 10.1051/matecconf/201818301017
- Kiefer, J., Wolfowitz, J., 1952. Stochastic Estimation of the Maximum of a Regression Function, The Annals of Mathematical Statistics, 23(3), 462-466. DOI: 10.1214/aoms/1177729392
- Kiefer, J., Wolfowitz, J., 1959. Optimum Designs in Regression Problems, Annals of Mathematical Statistics, 30(2), 271-294, DOI: 10.1214/aoms/1177706252
- Korzekwa, J., Bociąga, E., Bochenek, D., 2020. Investigation of selected polymer composite-aluminum oxide coating tribological systems, Materials, 13(23), art. 5491, DOI: 10.3390/ma13235491
- Korzekwa, J., Gądek-Moszczak, A., Zubko, M., 2018. Influence of the Size of Nanoparticles on the Microstructure of Oxide Coatings, Materials Science, 53(5), 709-716, DOI: 10.1007/s11003-018-0127-x
- Lipiński, T., 2015. Modification of Al-11% Si alloy with Cl-based modifier, Manufacturing Technology, 15(4), 581-587.
- Lipiński, T., 2017. Corrosion effect of 20 % NaCl solution on basic carbon structural S235JR steel, Engineering for Rural Development, 16, 2017, 1069-1074, DOI: 10.22616/ERDev2017.16.N225
- Lipiński, T., Wach, A., 2015. Dimensional structure of non-metallic inclusions in high-grade medium carbon steel melted in an electric furnace and subjected to desulfurization, Solid State Phenomena, 223, 46-53, DOI: 10.4028/www.scientific.net/SSP.223.46
- Mardia, K.V., Jupp, P.E., 2000. Directional Statistics, Hoboken, Wiley.
- Montgomery, D.C., 2020. Introduction to Statistical Quality Control, 8th Edition, Hoboken, Wiley.
- Pacana, A., Czerwińska, K., Bednárová, L., 2018. Discrepancies analysis of casts of diesel engine piston, Metalurgija, 57(4), 324-326.
- Pacana, A., Gazda, A., Malindzak, D., Stefko, R., 2014. Study on improving the quality of stretch film by Shainin method, Przemysł Chemiczny, 93(2), 243-245, DOI: 10.12916/przemchem.2014.243
- Panasenko, G., 2005. Multi-scale Modelling for Structure and Composites, Dordrecht, Springer.
- Patek, M., Konar, R., Sladek, A., Radek, N., 2014. Non-destructive testing of split sleeve welds by the ultrasonic TOFD method, Manufacturing Technology, 14(3), 403-407.
- Pedrycz, W., Chen, S.-M. (eds.), 2013. Time Series Analysis, Modeling and Applications, Springer, Heidelberg, DOI: 10.1007/978-3-642-33439-9
- Phadke, M.S., 1989. Quality Engineering Using Robust Design, London, Prentice Hall International, Inc.
- Pietraszek, J., Dwornicka, R., Krawczyk, M., Kołomycki, M., 2017. The non-parametric approach to the quantification of the uncertainty in the design of experiments modelling, UNCECOMP 2017 - Proceedings of the 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 598-604, DOI: 10.7712/120217.5395.17225
- Pietraszek, J., Dwornicka, R., Szczotok, A., 2016. The bootstrap approach to the statistical significance of parameters in the fixed effects model, ECCOMAS Congress 2016 - Proceedings of the 7th European Congress on Computational Methods in Applied Sciences and Engineering, 3, 6061-6068, DOI: 10.7712/100016.2240.9206
- Pietraszek, J., Goroshko, A., 2014. The heuristic approach to the selection of experimental design, model and valid pre-processing transformation of DoE outcome, Advanced Materials Research, 874, 145-149, DOI: 10.4028/www.scientific.net/AMR.874.145
- Pietraszek, J., Skrzypczak-Pietraszek, E., 2015. The uncertainty and robustness of the principal component analysis as a tool for the dimensionality reduction, Solid State Phenomena, 235, 1-8, DOI: 10.4028/www.scientific.net/SSP.235.1
- Rajak, D.K., Gupta, M., 2020. An Insight Into Metal Based Foams, Singapore, Springer, DOI: 10.1007/978-981-15-9069-6
- Robbins, H., Monro, S., 1951. A Stochastic Approximation Method, The Annals of Mathematical Statistics, 22(3): 400-407, DOI: 10.1214/aoms/1177729586
- Scheffé, H., 1958. Experiments with Mixtures, Journal of the Royal Statistical Society Series B-Statistical Methodology, 20(2), 344-360, DOE: 10.1111/j.2517-6161.1958.tb00299.x
- Sherman, M., 2011. Spatial Statistics and Spatio-Temporal Data. Covariance Functions and Directional Properties, Hoboken, Wiley.
- Shumway, R.H., Stoffer, D.S., 2017. Time Series Analysis and Its Applications, With R Examples. Fourth Edition, Springer, Cham, DOI: 10.1007/978-3-319-52452-8
- Skrzypczak-Pietraszek, E., Skrzypczak, L., Wesolowska, M., 1993. Gentiana tibetica King from tissue culture, Scientia Pharmaceutica, 61(4), 287-296.
- Szczotok, A., Roskosz, S., 2005. New possibilities of light microscopy research resulting from digital recording of images, Materials Science-Poland, 23(2), 559-565.
- Szczotok, A., Sozańska, M., 2009. A comparison of grain quantitative evaluation performed with standard method of imaging with light microscopy and EBSD analysis, Praktische Metallographie/Practical Metallography, 46(9), 454-468, DOI: 10.3139/147.110043
- Trzewiczek, K., Szczotok, A., Gadek-Moszczak, A., 2014. Evaluation of the state for the material of the live steam superheater pipe coils of V degree, Advanced Materials Research, 874, 35-42, DOI: 10.4028/www.scientific.net/AMR.874.35
- Ulewicz, R., 2014. Application of servqual method for evaluation of quality of educational services at the university of higher education, Polish Journal of Management, 9, 254-264.
- Włodarczyk, R., Dudek, A., Nitkiewicz, Z., 2011. Corrosion analysis of sintered material used for low-temperature fuel cell plates, Archives of Metallurgy and Materials, 56(1), 181-186, DOI: 10.2478/v10172-011-0021-0
- Wojnar, L., Gadek-Moszczak, A. Pietraszek, J., 2019. On the role of histomorphometric (stereological) microstructure parameters inthe prediction of vertebrae compression strength, Image Analysis and Stereology, 38(1), 63-73, DOI: 10.5566/ias.2028
- Wrońska, A., Dudek, A., 2014. Characteristics of surface layer of sintered stainless steels after remelting using GTAW method, Archives of Civil and Mechanical Engineering, 14(3), 425-432, DOI: 10.1016/j.acme.2013.10.011
- Yates, F., 1935. Complex experiments, Supplement to the Journal of the Royal Statistical Society, 2(2), 181-247, DOI: 10.2307/2983638
Language: English
Page range: 190 - 194
Submitted on: Sep 20, 2020
Accepted on: Oct 25, 2020
Published on: Dec 31, 2020
Published by: Quality and Production Managers Association
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Related subjects:
© 2020 Jacek Pietraszek, Norbert Radek, Andrii V. Goroshko, published by Quality and Production Managers Association
This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 License.