Stochastic optimization of laboratory test workflow at metallurgical testing centers
The objective of the paper is to present a way to shorten the time required to perform laboratory tests of materials in metallurgy. The paper finds a relation between the time to perform a test of materials and the number of technicians carrying out the test. The relation can be used to optimize the...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Croatian Metallurgical Society
2016-10-01
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| Series: | Metalurgija |
| Subjects: | |
| Online Access: | http://hrcak.srce.hr/file/232041 |
| _version_ | 1811246346639769600 |
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| author | F. Tošenovský D. Vykydal P. Klaput P. Halfarová |
| author_facet | F. Tošenovský D. Vykydal P. Klaput P. Halfarová |
| author_sort | F. Tošenovský |
| collection | DOAJ |
| description | The objective of the paper is to present a way to shorten the time required to perform laboratory tests of materials in metallurgy. The paper finds a relation between the time to perform a test of materials and the number of technicians carrying out the test. The relation can be used to optimize the number of technicians. The approach is based on probability theory, as the amount of material to be tested is unknown in advance, and uses powerful modelling techniques involving the generalized estimating equations. |
| first_indexed | 2024-04-12T14:52:09Z |
| format | Article |
| id | doaj.art-023d569404204a1eb87becd6f95d3bb6 |
| institution | Directory Open Access Journal |
| issn | 0543-5846 1334-2576 |
| language | English |
| last_indexed | 2024-04-12T14:52:09Z |
| publishDate | 2016-10-01 |
| publisher | Croatian Metallurgical Society |
| record_format | Article |
| series | Metalurgija |
| spelling | doaj.art-023d569404204a1eb87becd6f95d3bb62022-12-22T03:28:22ZengCroatian Metallurgical SocietyMetalurgija0543-58461334-25762016-10-01554779782Stochastic optimization of laboratory test workflow at metallurgical testing centersF. TošenovskýD. VykydalP. KlaputP. HalfarováThe objective of the paper is to present a way to shorten the time required to perform laboratory tests of materials in metallurgy. The paper finds a relation between the time to perform a test of materials and the number of technicians carrying out the test. The relation can be used to optimize the number of technicians. The approach is based on probability theory, as the amount of material to be tested is unknown in advance, and uses powerful modelling techniques involving the generalized estimating equations.http://hrcak.srce.hr/file/232041metallurgylaboratory testtesting timedependent datageneralized linear model |
| spellingShingle | F. Tošenovský D. Vykydal P. Klaput P. Halfarová Stochastic optimization of laboratory test workflow at metallurgical testing centers Metalurgija metallurgy laboratory test testing time dependent data generalized linear model |
| title | Stochastic optimization of laboratory test workflow at metallurgical testing centers |
| title_full | Stochastic optimization of laboratory test workflow at metallurgical testing centers |
| title_fullStr | Stochastic optimization of laboratory test workflow at metallurgical testing centers |
| title_full_unstemmed | Stochastic optimization of laboratory test workflow at metallurgical testing centers |
| title_short | Stochastic optimization of laboratory test workflow at metallurgical testing centers |
| title_sort | stochastic optimization of laboratory test workflow at metallurgical testing centers |
| topic | metallurgy laboratory test testing time dependent data generalized linear model |
| url | http://hrcak.srce.hr/file/232041 |
| work_keys_str_mv | AT ftosenovsky stochasticoptimizationoflaboratorytestworkflowatmetallurgicaltestingcenters AT dvykydal stochasticoptimizationoflaboratorytestworkflowatmetallurgicaltestingcenters AT pklaput stochasticoptimizationoflaboratorytestworkflowatmetallurgicaltestingcenters AT phalfarova stochasticoptimizationoflaboratorytestworkflowatmetallurgicaltestingcenters |