Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC
The purpose of this study is to build a structural relationship model based on total interpretive structural modeling (TISM) and fuzzy input-based cross-impact matrix multiplication applied to classification (MICMAC) for analysis and prioritization of the barriers influencing the implementation of I...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-12-01
|
| Series: | Heliyon |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405844023097141 |
| _version_ | 1827577518653177856 |
|---|---|
| author | R. Ben Ruben C. Rajendran R. Saravana Ram Fadoua Kouki Haya Mesfer Alshahrani Mohammed Assiri |
| author_facet | R. Ben Ruben C. Rajendran R. Saravana Ram Fadoua Kouki Haya Mesfer Alshahrani Mohammed Assiri |
| author_sort | R. Ben Ruben |
| collection | DOAJ |
| description | The purpose of this study is to build a structural relationship model based on total interpretive structural modeling (TISM) and fuzzy input-based cross-impact matrix multiplication applied to classification (MICMAC) for analysis and prioritization of the barriers influencing the implementation of Industry 4.0 technologies. 10 crucial barriers that affect the deployment of Industry 4.0 techniques are identified in the literature. Also, the Fuzzy MICMAC approach is applied to classify the barriers. The importance of TISM over traditional interpretive structural modeling (ISM) is shown in this work. Results proved that the barriers, namely IT infrastructure, lack of cyber physical systems, and improper communication models, are identified as the most dependent barriers, and the barriers of lack of top management commitment and inadequate training are identified as the most driving barriers. This study makes it easier for decision-makers to take the necessary steps to mitigate the barriers. The bottom level of the TISM hierarchy is occupied by barriers that need more attention from top management in order to be effectively monitored and managed. This study explains the steps to execute TISM in detail, making it easy for researchers and practitioners to comprehend its principles. |
| first_indexed | 2024-03-08T21:28:56Z |
| format | Article |
| id | doaj.art-2725df883f1144b7aeec2f2ecc1dffb4 |
| institution | Directory Open Access Journal |
| issn | 2405-8440 |
| language | English |
| last_indexed | 2024-03-08T21:28:56Z |
| publishDate | 2023-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Heliyon |
| spelling | doaj.art-2725df883f1144b7aeec2f2ecc1dffb42023-12-21T07:33:41ZengElsevierHeliyon2405-84402023-12-01912e22506Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMACR. Ben Ruben0C. Rajendran1R. Saravana Ram2Fadoua Kouki3Haya Mesfer Alshahrani4Mohammed Assiri5Department of Mechanical Engineering, Sri Krishna College of Engineering and Technology, Coimbatore, 641008, IndiaDepartment of Mechanical Engineering, Sri Krishna College of Engineering and Technology, Coimbatore, 641008, India; Corresponding author.Department of Electronics and Communication Engineering Anna University Regional Campus Madurai Tamilnadu, IndiaDepartment of Financial and Banking Sciences Applied College, Muhail Aseer King Khalid University, Saudi ArabiaDepartment of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O.Box 84428, Riyadh, 11671, Saudi ArabiaDepartment of Computer Science, College of Sciences and Humanities Aflaj, Prince Sattam bin Abdulaziz University, Saudi ArabiaThe purpose of this study is to build a structural relationship model based on total interpretive structural modeling (TISM) and fuzzy input-based cross-impact matrix multiplication applied to classification (MICMAC) for analysis and prioritization of the barriers influencing the implementation of Industry 4.0 technologies. 10 crucial barriers that affect the deployment of Industry 4.0 techniques are identified in the literature. Also, the Fuzzy MICMAC approach is applied to classify the barriers. The importance of TISM over traditional interpretive structural modeling (ISM) is shown in this work. Results proved that the barriers, namely IT infrastructure, lack of cyber physical systems, and improper communication models, are identified as the most dependent barriers, and the barriers of lack of top management commitment and inadequate training are identified as the most driving barriers. This study makes it easier for decision-makers to take the necessary steps to mitigate the barriers. The bottom level of the TISM hierarchy is occupied by barriers that need more attention from top management in order to be effectively monitored and managed. This study explains the steps to execute TISM in detail, making it easy for researchers and practitioners to comprehend its principles.http://www.sciencedirect.com/science/article/pii/S2405844023097141Barriers of Industry 4.0Implementing Industry 4.0 technologiesDriving and dependent barriersISMFuzzy MICMAC |
| spellingShingle | R. Ben Ruben C. Rajendran R. Saravana Ram Fadoua Kouki Haya Mesfer Alshahrani Mohammed Assiri Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC Heliyon Barriers of Industry 4.0 Implementing Industry 4.0 technologies Driving and dependent barriers ISM Fuzzy MICMAC |
| title | Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC |
| title_full | Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC |
| title_fullStr | Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC |
| title_full_unstemmed | Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC |
| title_short | Analysis of barriers affecting Industry 4.0 implementation: An interpretive analysis using total interpretive structural modeling (TISM) and Fuzzy MICMAC |
| title_sort | analysis of barriers affecting industry 4 0 implementation an interpretive analysis using total interpretive structural modeling tism and fuzzy micmac |
| topic | Barriers of Industry 4.0 Implementing Industry 4.0 technologies Driving and dependent barriers ISM Fuzzy MICMAC |
| url | http://www.sciencedirect.com/science/article/pii/S2405844023097141 |
| work_keys_str_mv | AT rbenruben analysisofbarriersaffectingindustry40implementationaninterpretiveanalysisusingtotalinterpretivestructuralmodelingtismandfuzzymicmac AT crajendran analysisofbarriersaffectingindustry40implementationaninterpretiveanalysisusingtotalinterpretivestructuralmodelingtismandfuzzymicmac AT rsaravanaram analysisofbarriersaffectingindustry40implementationaninterpretiveanalysisusingtotalinterpretivestructuralmodelingtismandfuzzymicmac AT fadouakouki analysisofbarriersaffectingindustry40implementationaninterpretiveanalysisusingtotalinterpretivestructuralmodelingtismandfuzzymicmac AT hayamesferalshahrani analysisofbarriersaffectingindustry40implementationaninterpretiveanalysisusingtotalinterpretivestructuralmodelingtismandfuzzymicmac AT mohammedassiri analysisofbarriersaffectingindustry40implementationaninterpretiveanalysisusingtotalinterpretivestructuralmodelingtismandfuzzymicmac |