A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform
This article proposes a calibrated individual semantic (CIS)-based failure mode and effect analysis (FMEA) to deal with the risk evaluation of industrial internet platforms (IIP) from four perspectives: network security, data processing capability, equipment performance, and openness. The novelty of...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-07-01
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| Series: | Mathematics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2227-7390/10/14/2492 |
| _version_ | 1827628160722665472 |
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| author | Jian Wu Jun Chen Wei Liu Yujia Liu Changyong Liang Mingshuo Cao |
| author_facet | Jian Wu Jun Chen Wei Liu Yujia Liu Changyong Liang Mingshuo Cao |
| author_sort | Jian Wu |
| collection | DOAJ |
| description | This article proposes a calibrated individual semantic (CIS)-based failure mode and effect analysis (FMEA) to deal with the risk evaluation of industrial internet platforms (IIP) from four perspectives: network security, data processing capability, equipment performance, and openness. The novelty of the CIS model is based on the deviation between linguistic terms and numerical values to calibrate linguistic scales of decision-makers (DMs). Not only can it handle situations in which different DMs have different understandings of the same term, but it is also suitable for multiple attributes decision-making with uncertainty. In addition, this new FMEA framework considers the consensus-reaching process as a way to eliminate the disagreement among DMs from different departments. Finally, a comparison between the proposed and traditional method is presented to illustrate the advantages of new method. |
| first_indexed | 2024-03-09T13:26:50Z |
| format | Article |
| id | doaj.art-f9a732bd83e14b3890c8e7723f2cb894 |
| institution | Directory Open Access Journal |
| issn | 2227-7390 |
| language | English |
| last_indexed | 2024-03-09T13:26:50Z |
| publishDate | 2022-07-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Mathematics |
| spelling | doaj.art-f9a732bd83e14b3890c8e7723f2cb8942023-11-30T21:24:06ZengMDPI AGMathematics2227-73902022-07-011014249210.3390/math10142492A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet PlatformJian Wu0Jun Chen1Wei Liu2Yujia Liu3Changyong Liang4Mingshuo Cao5School of Economics and Management, Shanghai Maritime University, Shanghai 201306, ChinaSchool of Economics and Management, Shanghai Maritime University, Shanghai 201306, ChinaSchool of Economics and Management, Shanghai Maritime University, Shanghai 201306, ChinaSchool of Economics and Management, Shanghai Maritime University, Shanghai 201306, ChinaSchool of Management, Hefei University of Technology, Hefei 230009, ChinaSchool of Economics and Management, Shanghai Maritime University, Shanghai 201306, ChinaThis article proposes a calibrated individual semantic (CIS)-based failure mode and effect analysis (FMEA) to deal with the risk evaluation of industrial internet platforms (IIP) from four perspectives: network security, data processing capability, equipment performance, and openness. The novelty of the CIS model is based on the deviation between linguistic terms and numerical values to calibrate linguistic scales of decision-makers (DMs). Not only can it handle situations in which different DMs have different understandings of the same term, but it is also suitable for multiple attributes decision-making with uncertainty. In addition, this new FMEA framework considers the consensus-reaching process as a way to eliminate the disagreement among DMs from different departments. Finally, a comparison between the proposed and traditional method is presented to illustrate the advantages of new method.https://www.mdpi.com/2227-7390/10/14/2492FMEAcalibrated individual semanticgroup decision-makingindustrial internet platform |
| spellingShingle | Jian Wu Jun Chen Wei Liu Yujia Liu Changyong Liang Mingshuo Cao A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform Mathematics FMEA calibrated individual semantic group decision-making industrial internet platform |
| title | A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform |
| title_full | A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform |
| title_fullStr | A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform |
| title_full_unstemmed | A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform |
| title_short | A Calibrated Individual Semantic Based Failure Mode and Effect Analysis and Its Application in Industrial Internet Platform |
| title_sort | calibrated individual semantic based failure mode and effect analysis and its application in industrial internet platform |
| topic | FMEA calibrated individual semantic group decision-making industrial internet platform |
| url | https://www.mdpi.com/2227-7390/10/14/2492 |
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