Czasopismo
Tytuł artykułu
Warianty tytułu
Języki publikacji
Abstrakty
Tapping is an extensively employed manufacturing process by which a multi-teethtool, known as a tap, cuts a mating thread when driven into a hole. When taps are new orslightly worn, the process is under control and the geometry of the resulting threads on theworkpiece is correct. But as the tap wear increases, the thread geometry deviates progressivelyfrom the correct one and eventually the screw threads become unacceptable. The aim ofthis paper is to outline the development of a statistical process control strategy for decisionmaking based on data coming from the current signal of the tap spindle for assessing threadquality. It could operate on line, and indicates when the tap wear is so critical that, if theprocess were continued, it would result in unacceptable screw threads. The system would bevery cost-effective since the tapping process could be run without any operator intervention.(original abstract)
Rocznik
Tom
Numer
Strony
5--15
Opis fizyczny
Twórcy
autor
- Tecnalia Research and Innovation, Donostia - San Sebastián, Gipuzkoa, Spain
autor
- AGH University of Science and Technology Kraków, Poland
autor
- Public University of Navarre, Pamplona, Spain
autor
- Public University of Navarre, Pamplona, Spain
Bibliografia
- Chen, Y.B., Sha, J.L., Wu, S.M., 1990. Diagnosis of tapping process by information measure and probability voting approach. Journal of Engineering for Industry, 112, pp. 319-325.
- Gil Del Val, A., Dieguez, P.M., Arizmendi, M., Estrems, M., 2015. Experimental study of tapping wear mechanisms on nodular cast iron. Procedia Engineering, 132, pp. 190-196.
- Gil Del Val, A., Fernandez, J., Arizmendi, M., Veiga, F., Urfzar, J.L., Berriozabal, A., Axpe, A., Dieguez, P.M., 2013. On line diagnosis strategy of thread quality in tapping. Procedia Engineering, 63, pp. 208-217.
- Jackson, J.E., 1991. A user's guide to principal components. John Wiley & Sons, New York.
- Kiluk, S., 2014. Dynamic classification system in large-scale supervision of energy efficiency in buildings. Applied Energy, 132, pp. 1-14.
- Kiluk, S., 2017. Diagnostic information system dynamics in the evaluation of machine learning algorithms for the supervision of energy efficiency of district heating-supplied buildings. Energy Conversion and Management, 150, pp. 904-913.
- Li, W., Li D., Ni, J., 2002. Diagnosis of tapping process using spindle motor current. Interna- tional Journal of Machine Tools & Manufacture, 43, pp. 73-79.
- Liu, T.-I, Lee, J., Liu, G., Wu, Z., 2013. Monitoring and diagnosis of the tapping process for product quality and automated manufacturing. The International Journal of Advanced Manufacturing Technology, 64(5-8), pp. 1273-1282.
- Liu, T.I., Ko, E.J., Sha, S.L., 1991. Diagnosis of Tapping Operations Using an AI Approach. Journal MaterialsShaping Technology, 9(1), pp. 39-46.
- Lorentz, G., 1989. Principal component analysis in technology. Annals of CIRP, 38(1), pp. 107-109.
- Montgomery, D.C., 1996. Introduction to statistical quality control. 3rd edition, John Wiley & Sons, New York.
- Oezkaya, E., Biermann, D., 2018. Development of a geometrical torque prediction method (GTPM) to automatically determine the relative torque for different tapping tools and diameters. The International Journal of Advanced Manufacturing Technology, 97, pp. 1465-1479.
- Oppermann, M., Sauer, W., Wohlrabe, H., 2001. Optimization of inspection strategies by use of quality cost models and SPC. Proceedings - Electronic Components and Technology Conference (Cat. No.01EX492), IEEE Xplore, pp. 293-297. 10.1109/ISSE.2001.931086.
- Shu, M.-H., Wu, H.-C., 2011. Fuzzy X and R control charts: Fuzzy dominance approach. Computers and Industrial Engineering, 61, pp. 676-685.
- Zhou, B.,Ye, H., Zhang, H., Li, M., 2016. Process monitoring of iron-making process in a blast furnace with PCA-based methods. Control Engineering Practice, 47, pp. 1-14.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171594961