Analysis of Industry 4.0 and circular economy enablers: A step towards resilient sustainable operations management

被引:54
作者
Behl, Abhishek [1 ]
Singh, Ramandeep [2 ]
Pereira, Vijay [3 ]
Laker, Benjamin [4 ]
机构
[1] Management Dev Inst, Gurgaon, India
[2] Amity Univ, Noida, Uttar Pradesh, India
[3] NEOMA Business Sch, Mont St Aignan, France
[4] Univ Reading, Henley Business Sch, Reading, England
关键词
Industry; 4; 0; Circular economy; Sustainable operations management; Enablers; PF-Delphi; PH-AHP; PF-CoCoSo; Sensitivity analysis; PYTHAGOREAN FUZZY AHP; SUPPLY CHAIN; RENEWABLE ENERGY; INITIATIVES; ADOPTION; SETS;
D O I
10.1016/j.techfore.2023.122363
中图分类号
F [经济];
学科分类号
02 ;
摘要
Originating in Germany, Industry 4.0 quickly became the new standard with industries adopting it worldwide. However, in the hurry to become digitalized for increasing production and efficiency, industries have failed at embracing the sustainability aspect of production. With the rise in concern for environmental safety and the reintroduction of circular economy, the authors have identified the integration of I4.0 and CE as a strong research point for overcoming the obstacles in achieving sustainable operations management (SOM). The research explains the criticality of the integration of I4.0 and CE and how it is the next step in becoming sustainable and resilient in today's turbulent environment. The study incorporates a four-step hybrid methodology with the identification and validation of enablers as the first phase using the PRISMA statement and PF-Delphi technique respectively. The second phase employs the PF-AHP technique for calculating the criteria weights which are subsequently used in the third phase by applying PF-CoCoSo to rank the enablers in priority order. Lastly, sensitivity analysis is performed to check the robustness of the results. The paper identified service and policy framework as the most critical criteria and product lifecycle management as the highest priority enabler for achieving SOM. The authors have also put forward seven recommendations for industries looking to implement I4.0 and CE for SOM by taking instances from previous case studies.
引用
收藏
页数:16
相关论文
共 71 条
[1]   The drivers of industry 4.0 in a circular economy: The palm oil industry in Malaysia [J].
Abdul-Hamid, Asma-Qamaliah ;
Ali, Mohd Helmi ;
Osman, Lokhman Hakim ;
Tseng, Ming-Lang .
JOURNAL OF CLEANER PRODUCTION, 2021, 324
[2]   Decision making method based on Pythagorean fuzzy sets and its application to solid waste management [J].
Abdullah, Lazim ;
Goh, Pinxin .
COMPLEX & INTELLIGENT SYSTEMS, 2019, 5 (02) :185-198
[3]   A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges [J].
Aceto, Giuseppe ;
Persico, Valerio ;
Pescape, Antonio .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (04) :3467-3501
[4]   Towards a Conceptual Development of Industry 4.0, Servitisation, and Circular Economy: A Systematic Literature Review [J].
Atif, Sehrish ;
Ahmed, Shehzad ;
Wasim, Muhammad ;
Zeb, Bassam ;
Pervez, Zeeshan ;
Quinn, Lorraine .
SUSTAINABILITY, 2021, 13 (11)
[5]   Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities [J].
Bag, Surajit ;
Pretorius, Jan Ham Christiaan ;
Gupta, Shivam ;
Dwivedi, Yogesh K. .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 163
[6]  
Behl A, 2018, Int J Serv Operat Manag, V31, P137, DOI DOI 10.1504/IJSOM.2018.094750
[7]   A self-assessment tool for evaluating the integration of circular economy and industry 4.0 principles in closed-loop supply chains [J].
Belhadi, Amine ;
Kamble, Sachin S. ;
Jabbour, Charbel Jose Chiappetta ;
Mani, Venkatesh ;
Khan, Syed Abdul Rehman ;
Touriki, Fatima Ezahra .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2022, 245
[8]   Building supply-chain resilience: an artificial intelligence-based technique and decision-making framework [J].
Belhadi, Amine ;
Kamble, Sachin ;
Wamba, Samuel Fosso ;
Queiroz, Maciel M. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2022, 60 (14) :4487-4507
[9]   Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries [J].
Belhadi, Amine ;
Kamble, Sachin ;
Jabbour, Charbel Jose Chiappetta ;
Gunasekaran, Angappa ;
Ndubisi, Nelson Oly ;
Venkatesh, Mani .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 163
[10]   The Role of Digital Technologies in Operationalizing the Circular Economy Transition: A Systematic Literature Review [J].
Cagno, Enrico ;
Neri, Alessandra ;
Negri, Marta ;
Bassani, Carlo Andrea ;
Lampertico, Tommaso .
APPLIED SCIENCES-BASEL, 2021, 11 (08)