Multi-criteria decision-making approach for evaluating the critical determinants of machine tool integrity
में बचाया:
| में प्रकाशित: | Cogent Engineering vol. 12, no. 1 (Dec 2025) |
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| मुख्य लेखक: | |
| अन्य लेखक: | , , , , |
| प्रकाशित: |
Taylor & Francis Ltd.
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| विषय: | |
| ऑनलाइन पहुंच: | Citation/Abstract Full Text - PDF |
| टैग: |
कोई टैग नहीं, इस रिकॉर्ड को टैग करने वाले पहले व्यक्ति बनें!
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MARC
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| 003 | UK-CbPIL | ||
| 022 | |a 2331-1916 | ||
| 024 | 7 | |a 10.1080/23311916.2025.2527212 |2 doi | |
| 035 | |a 3282096975 | ||
| 045 | 2 | |b d20251201 |b d20251231 | |
| 084 | |a 283736 |2 nlm | ||
| 100 | 1 | |a Aderoba, Olugbenga Adegbemisola |u Department of Industrial Engineering, Tshwane University of Technology , Pretoria , South Africa | |
| 245 | 1 | |a Multi-criteria decision-making approach for evaluating the critical determinants of machine tool integrity | |
| 260 | |b Taylor & Francis Ltd. |c Dec 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a Abstract Machine tools degrade with time, and critical determinants influencing machine tool integrity are often unknown, overlooked, and with multiple conflicting criteria during operation and maintenance. This study introduces a hybrid fuzzy DEMATEL–ANP framework to assess and prioritise the determinants of machine tool integrity. Key integrity determinants were identified using literature reviews, expert opinions, and questionnaires. The Fuzzy DEMATEL established cause-and-effect relationships between determinants, while the ANP technique modelled their interdependencies and prioritized them based on their impact on machine tool integrity. Using empirical data collection, critical determinants such as machine tool beds and guideways were identified and evaluated alongside less significant parameters like illumination and weather conditions. This process was facilitated by a developed integrity software named INTEGMAC to numerically determine the integrity. Initial 79.21% total integrity was obtained on INTEGMAC using synthetic data, and subsequent enhancements through INTEGMAC-recommended remedial actions led to 97.2% integrity highlighting Integmac’s proven responsiveness and effectiveness to input data. This study characterises machine tool integrity into four groups namely the death knell parameters, pseudo-death-knell parameters, living parameters, and superfluous parameters providing decision-makers with a subjective assessment tool to evaluate each determinant’s relative importance, while also offering a platform to optimize integrity following manufacturer’s performance specifications. | |
| 653 | |a Computer program integrity | ||
| 653 | |a Subjective assessment | ||
| 653 | |a Parameter identification | ||
| 653 | |a Weather | ||
| 653 | |a Multiple criterion | ||
| 653 | |a Decision making | ||
| 653 | |a Data collection | ||
| 653 | |a Synthetic data | ||
| 653 | |a Literature reviews | ||
| 653 | |a Abstract machines | ||
| 653 | |a Machine tools | ||
| 700 | 1 | |a Mpofu, Khumbulani |u Department of Industrial Engineering, Tshwane University of Technology , Pretoria , South Africa | |
| 700 | 1 | |a Buliaminu Kareem |u Department of Industrial and Production Engineering, Federal University of Technology , Akure , Ondo State , Nigeria | |
| 700 | 1 | |a Olurotimi, Akintunde Dahunsi |u Department of Mechatronics Engineering, Federal University of Technology , Akure , Ondo State , Nigeria | |
| 700 | 1 | |a Olayinka Oladele Awopetu |u Department of Industrial and Production Engineering, Federal University of Technology , Akure , Ondo State , Nigeria | |
| 700 | 1 | |a Ilesanmi Afolabi Daniyan |u Department of Mechanical and Mechatronics Engineering, Achievers University , Owo , Nigeria | |
| 773 | 0 | |t Cogent Engineering |g vol. 12, no. 1 (Dec 2025) | |
| 786 | 0 | |d ProQuest |t Engineering Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3282096975/abstract/embedded/6A8EOT78XXH2IG52?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3282096975/fulltextPDF/embedded/6A8EOT78XXH2IG52?source=fedsrch |