Czasopismo
2009
|
Vol. 9, iss. 3
|
109-114
Tytuł artykułu
Autorzy
Wybrane pełne teksty z tego czasopisma
Warianty tytułu
Języki publikacji
Abstrakty
Characterization of the time-series analysis is presented, as a data mining tool which facilitates better understanding nature of manufacturing process and permits forecasting of future values of the process parameters or production results on the basis of the past data, recorded in regular intervals. The main methods and problems of the time-series analysis are presented, related to the trend function, evaluation of seasonality and significance of the information contents in the residual values. The authors' research results, related to exemplary production data collected in a foundry with Disamatic molding line (temperature of the molding sand), are presented. It is concluded that a properly performed analysis of time-series can be a useful tool for analysis and predictions of foundry production process.
Czasopismo
Rocznik
Tom
Strony
109-114
Opis fizyczny
Bibliogr. 8 poz., wykr.
Twórcy
autor
autor
autor
- Institute of Manufacturing Technologies, Warsaw University of Technology, Narbutta 85, 02-524 Warszawa, Polska, M.Perzyk@aster.pl
Bibliografia
- [1] S. Bisgaard, M. Kulahci, Quality quandaries: Using a time series model for process adjustment and control, Quality Engineering, vol. 20 (2008) 134-141.
- [2] Z. C. Lin, D. Y. Chang, A band-type network model for the time-series problem used for IC leadframe dam-bar shearing process, International Journal of Advanced Manufacturing Technology, vol. 40, No. 11-12 (2009).
- [3] S. G. Kapoor, R. W. Terry, Time series analysis of tensile strength in a die casting process, Time Series Analysis: Theory and Practice 4, Proc. 8th International Time Series Meeting and 3rd American Conference, 1983, 221-228.
- [4] F. R. Camisani-Calzolari, I. K. Craig, P. C. Pistoriust, Quality prediction in continuous casting of stainless steel slabs, Journal of The South African Institute of Mining and Metallurgy, vol. 103, No. 10 (2003), 651-665.
- [5] T. Masters, Sieci neuronowe w praktyce. WNT Warszawa 1996.
- [6] R. J. Hyndman (n.d.), Time Series Data Library, http://www.robhyndman.info/TSDL. Accessed on 28.02.2009.
- [7] G. E. P. Box, G. M. Jenkins. Analiza szeregów czasowych. Prognozowanie i sterowanie. PWN, 1983.
- [8] B. Borkowski, H. Dudek, W. Szczęsny. Ekonometria. Wybrane zagadnienia. PWN, 2004.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.baztech-article-BPZ1-0071-0022