Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process
The main subject of the paper is a problem of capability assessment of a production process for manufacturing products fulfilling certain requirements. The paper presents theoretical assumptions of the DRSA method for classification of a process state based on so-called process state measures (e.g....
| 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/232071 |
| _version_ | 1818066463365267456 |
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| author | A. Kujawinska M. Rogalewicz M. Piłacińska A. Kochański A. Hamrol M. Diering |
| author_facet | A. Kujawinska M. Rogalewicz M. Piłacińska A. Kochański A. Hamrol M. Diering |
| author_sort | A. Kujawinska |
| collection | DOAJ |
| description | The main subject of the paper is a problem of capability assessment of a production process for manufacturing products fulfilling certain requirements. The paper presents theoretical assumptions of the DRSA method for classification of a process state based on so-called process state measures (e.g. process parameters, diagnostic signals, events). In the paper, results of application of the proposed methodology for assessment of capability of the nodular cast iron casting process are presented. |
| first_indexed | 2024-12-10T15:08:11Z |
| format | Article |
| id | doaj.art-a7bc0b5adc1b4862a0d6501249311cab |
| institution | Directory Open Access Journal |
| issn | 0543-5846 1334-2576 |
| language | English |
| last_indexed | 2024-12-10T15:08:11Z |
| publishDate | 2016-10-01 |
| publisher | Croatian Metallurgical Society |
| record_format | Article |
| series | Metalurgija |
| spelling | doaj.art-a7bc0b5adc1b4862a0d6501249311cab2022-12-22T01:44:01ZengCroatian Metallurgical SocietyMetalurgija0543-58461334-25762016-10-01554821824Application of dominance-based rough set approach (DRSA) for quality prediction in a casting processA. KujawinskaM. RogalewiczM. PiłacińskaA. KochańskiA. HamrolM. DieringThe main subject of the paper is a problem of capability assessment of a production process for manufacturing products fulfilling certain requirements. The paper presents theoretical assumptions of the DRSA method for classification of a process state based on so-called process state measures (e.g. process parameters, diagnostic signals, events). In the paper, results of application of the proposed methodology for assessment of capability of the nodular cast iron casting process are presented.http://hrcak.srce.hr/file/232071casting processcast ironclassificationDRSA methodmethodology |
| spellingShingle | A. Kujawinska M. Rogalewicz M. Piłacińska A. Kochański A. Hamrol M. Diering Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process Metalurgija casting process cast iron classification DRSA method methodology |
| title | Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process |
| title_full | Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process |
| title_fullStr | Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process |
| title_full_unstemmed | Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process |
| title_short | Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process |
| title_sort | application of dominance based rough set approach drsa for quality prediction in a casting process |
| topic | casting process cast iron classification DRSA method methodology |
| url | http://hrcak.srce.hr/file/232071 |
| work_keys_str_mv | AT akujawinska applicationofdominancebasedroughsetapproachdrsaforqualitypredictioninacastingprocess AT mrogalewicz applicationofdominancebasedroughsetapproachdrsaforqualitypredictioninacastingprocess AT mpiłacinska applicationofdominancebasedroughsetapproachdrsaforqualitypredictioninacastingprocess AT akochanski applicationofdominancebasedroughsetapproachdrsaforqualitypredictioninacastingprocess AT ahamrol applicationofdominancebasedroughsetapproachdrsaforqualitypredictioninacastingprocess AT mdiering applicationofdominancebasedroughsetapproachdrsaforqualitypredictioninacastingprocess |