Assembly Time Standard Setting Based on Kernel Estimators
Time standards belong to vital indicators of the production process that facilitate making decisions related to product and process improvement. The presented issues concern the determination of the assembly time standard using kernel estimators. The development of neural networks offers the possibi...
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| Format: | Article |
| Language: | English |
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Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT
2025-03-01
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| Series: | Journal of Machine Engineering |
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| Online Access: | http://jmacheng.not.pl/Assembly-Time-Standard-Setting-Based-on-Kernel-Estimators,203100,0,2.html |
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| _version_ | 1849735398881755136 |
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| author | Izabela Kutschenreiter-Praszkiewicz |
| author_facet | Izabela Kutschenreiter-Praszkiewicz |
| author_sort | Izabela Kutschenreiter-Praszkiewicz |
| collection | DOAJ |
| description | Time standards belong to vital indicators of the production process that facilitate making decisions related to product and process improvement. The presented issues concern the determination of the assembly time standard using kernel estimators. The development of neural networks offers the possibility to identify begin-end points in the assembly process that can provide big data related to the assembly time standard. The problem addressed in this paper is development of a method of big data analysis, on the basis of which the assembly time standard can be determined. In the presented approach adequate formulas are developed together with some examples. The paper presents an application of the theory of kernel estimators as well as results of the proposed approach. |
| format | Article |
| id | doaj-art-b2021446fe014d62bbec9db5f2cbbddd |
| institution | DOAJ |
| issn | 1895-7595 2391-8071 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Publishing House of Wrocław Board of Scientific Technical Societies Federation NOT |
| record_format | Article |
| series | Journal of Machine Engineering |
| spelling | doaj-art-b2021446fe014d62bbec9db5f2cbbddd2025-08-20T03:07:34ZengPublishing House of Wrocław Board of Scientific Technical Societies Federation NOTJournal of Machine Engineering1895-75952391-80712025-03-0125110211210.36897/jme/203100203100Assembly Time Standard Setting Based on Kernel EstimatorsIzabela Kutschenreiter-Praszkiewicz0Industrial Engineering, University of Bielsko-Biala Willowa 2, 43-300 Bielsko-Biała, Poland, PolandTime standards belong to vital indicators of the production process that facilitate making decisions related to product and process improvement. The presented issues concern the determination of the assembly time standard using kernel estimators. The development of neural networks offers the possibility to identify begin-end points in the assembly process that can provide big data related to the assembly time standard. The problem addressed in this paper is development of a method of big data analysis, on the basis of which the assembly time standard can be determined. In the presented approach adequate formulas are developed together with some examples. The paper presents an application of the theory of kernel estimators as well as results of the proposed approach.http://jmacheng.not.pl/Assembly-Time-Standard-Setting-Based-on-Kernel-Estimators,203100,0,2.htmlassemblytime standardkernel estimators |
| spellingShingle | Izabela Kutschenreiter-Praszkiewicz Assembly Time Standard Setting Based on Kernel Estimators Journal of Machine Engineering assembly time standard kernel estimators |
| title | Assembly Time Standard Setting Based on Kernel Estimators |
| title_full | Assembly Time Standard Setting Based on Kernel Estimators |
| title_fullStr | Assembly Time Standard Setting Based on Kernel Estimators |
| title_full_unstemmed | Assembly Time Standard Setting Based on Kernel Estimators |
| title_short | Assembly Time Standard Setting Based on Kernel Estimators |
| title_sort | assembly time standard setting based on kernel estimators |
| topic | assembly time standard kernel estimators |
| url | http://jmacheng.not.pl/Assembly-Time-Standard-Setting-Based-on-Kernel-Estimators,203100,0,2.html |
| work_keys_str_mv | AT izabelakutschenreiterpraszkiewicz assemblytimestandardsettingbasedonkernelestimators |