Bechtsis et al. (2017) |
The purpose of this study was to examine the pros and cons of automatic guided vehicles, both on the ground and in the air, used for delivery services to reduce carbon emissions. |
Modeling techniques were adopted to measure the defined variables. |
Results show that these technologies have more benefits than risks in reducing the CO |
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The purpose of this study was to do a comparison between truck-based and drone-based delivery systems. |
The modeling technique was used to develop an energy consumption model for the drone. |
Results show that the use of only a drone-based parcel system is not acceptable at all and companies must move to mix modes of transport. |
[20] |
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The concept of this paper was to give a detailed review of the IoT in Industry 4.0 and discuss its impact on SSC. |
Research review methodology was used in this paper. |
This paper contributes by combining their findings in developing a framework for the IoT that drives a company to achieve SSC. |
[21] |
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The purpose of the study was to provide knowledge about blockchains in Industry 4.0 and discuss its importance in supply chain sustainability. |
A four-step literature review method was used in this study. |
This study reveals the research gaps based on literature and gave five research directions for further research. |
[22] |
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The aim was to find the solution to the challenges related to SSC adoption in the industry in the context of Industry 4.0 and the circular economy. |
The literature review approach and hybrid BWM-ELECTRE approach were used to test the case. |
Key findings of this study include a framework that helps to resolve 28 SSCM challenges by defining 22 solutions based on the literature review. |
[23] |
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The goal of the study was to connect Industry 4.0 with a sustainable supply chain in sustainable food manufacturing. |
A qualitative research methodology along with a literature review approach was used. |
Proposed the framework that would be helpful to achieve sustainability in the food manufacturing industry. |
[24] |
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The idea of this study was to examine digital technologies (Industry 4.0) and their effects on the construction industry |
A systematic literature review approach was adopted in this study. |
Developed the framework on the CPS system that integrates the Industry 4.0 technologies and helps to boost the construction industry. |
[25] |
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This study was conducted to check the challenges, benefits, and issues related to Industry 4.0 and sustainability in SCM. |
The bibliometric performance and network analysis (BPNA) were used to perform this study. |
Key findings of this research were involved in defining 12 research clusters and the network structure of each cluster was tested. It also explained the challenges and issues that occur during the integration process of Industry 4.0 and sustainability. |
[26] |
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The aim was to integrate the physical factory with the digital factory to build a smart factory in-ear of digitalization. |
Qualitative research methods and case applications were used to complete the purpose of the study. |
This study proposed the hierarchal structure of a smart factory and gave details of each layer that exists in a smart factory. |
[27] |
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The purpose of the study includes the IoT-related threats and security issues in both the public and private sector. |
Literature review methodology was adopted in this study. |
Results explained the threats associated with the IoT and gave the countermeasures to overcome these threats. |
[28] |
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The aim was to outline the properties of the industrial IoT system and its applications in the context of CPS. |
Literature review methodology was used to conduct this study. |
Proposed the three-dimensional framework to fix the problems associated with the industrial IoT and explained issues and challenges for future research. |
[29] |
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The goal was to redesign the business model in the context of Industry 4.0. |
A review of 32 case studies collected from literature was used as a methodology. |
This paper created an integrated BM design for Industry 4.0 that will be useful for businesses and future studies. |
[30] |
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The purpose of this study was to involve a knowledge management approach in Industry 4.0 to achieve digitization in the supply chain. |
Content analysis and statistical analysis were adopted in this study. |
The framework was developed to show how supply chain management and knowledge management integration achieves digitization. |
[31] |
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This paper emphasized the role of the IoT and business models by assessing the literature review. |
Systematic literature review methodology was used. |
Developed the systematic connection between the IoT and business model by proposing a framework extracted from literature. |
[32] |
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The purpose of this study was to extend the understanding and the current knowledge on Industry 4.0 specifically in the plastic industry. |
This study adopted bibliometric analysis in the context of the literature review. |
This paper provided integrated knowledge of Industry 4.0 resulting from the bibliometric analysis. |
[33] |
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The idea of this study was to check the impact of digital technologies on economic and environmental performance in the context of supply chain |
The qualitative research methodology was used in this study. |
The study finds that these digital technologies have a positive impact on economic and environmental performance based on data collected from Chinese enterprises. |
[34] |
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The goal of the study was to check the influence of Industry 4.0 on the maritime industry. |
Bibliometric analysis was used in this study. |
Results show that each technology has its benefits and issues after implementing these digital technologies in the maritime industry. |
[35] |
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The purpose of the study was to enhance the efficiency of the scheduling process in smart manufacturing. |
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Proposed the scheduling system based on real-time data available in CPS; this system is better used for the decision-making process. |
[36] |
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The study aimed to check how fast companies adopt Industry 4.0 technology and under what conditions. |
A cross-sectional survey was done to perform this study. |
Proposed the framework explaining the layers of Industry 4.0 technologies and conditions for the adoption of these technologies. |
[37] |
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The purpose was to integrate the concepts of Industry 4.0 to make a single presentable definition and scope of Industry 4.0. |
This study adopted a systematic literature review approach. |
Explained the series of definitions related to Industry 4.0 and created a more scientific definition of Industry 4.0. |
[38] |
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The goal was to check the knowledge of Industry 4.0 based on experience and seniority levels in the pharmaceutical industry. |
The qualitative research methodology was adopted by this study. |
This study concludes that having more experience in the industry led to more knowledge of Industry 4.0. to implement Industry 4.0 in the industry. They also state that it is better to have a clear understanding of Industry 4.0 with peers of organization. |
[39] |
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The purpose of this paper was to check how addictive manufacturing modifies the industrial production system in the context of globalization. |
The qualitative research methodology was adopted in this study |
Proposed a model that explains the effect of additive manufacturing on different industry sectors. These findings can also be helpful for future studies. |
[40] |
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The goal of the study was to check the issues and barriers related to implementing Industry 4.0 technologies in the manufacturing sector |
The Grey Decision-Making Trial and Evaluation Laboratory (DEMATEL) approach was adopted to analyze results. |
The results of this study are helpful for decision-makers and policymakers to educate the industrial sector so that they may adopt these technologies to enhance their productivity. |
[41] |
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The goal was to examine the role of Industry 4.0 in small and medium enterprises to add value creation. |
This study adopted case study analysis and a qualitative research methodology. |
Results explained that the adoption of 4.0 technologies in SMEs requires more resources and each technology has its conditions for adoption. It is a necessity to adopt the right technology at the right time. |
[42] |
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The study aimed to check the socio-technical role of Industry 4.0 in the industrial sector. |
A systematic literature review was used for this study. |
Proposed an integrated framework that includes both human and non-human involvement in Industry 4.0 technologies. |
[43] |
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The focus of the study was to give brief insights into Industry 4.0 technologies and their scope based on previous studies. |
The two-state approach for literature review was used in this study. |
A framework was proposed that explains the four major key technologies of Industry 4.0 and their applications in the industrial sector. |
[44] |
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The purpose was to investigate how sustainability can be achieved in the fashion industry by applying the system of system theory. |
The multi-methodological research approach was adopted by this study. |
A framework and action matrix were developed to achieve sustainability in the fashion industry and check its applications in real cases. |
[45] |
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The focus was to integrate the production and transport system of the supply chain to achieve sustainability in the environment and production system |
The multi-stage optimization and simulation methodology was used to develop the methodological model. |
Proposed the methodological framework related to the optimization of production and transport systems based on computer simulations. |
[46] |
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The paper emphasizes enabling sustainability into the industry in the new technological world (Industry 4.0). |
AI, machine learning, and the expert system were used in this study. |
An integrated framework was proposed by combining sustainability and Industry 4.0. Practical implications were shown through an example. |
[47] |
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The concept of this study was to check how the adoption of Industry 4.0 technologies leads to achieving society’s sustainability. |
Multiple methodologies such as HFS, CPT, and VIKOR were used. |
The key finding of this paper was to develop a framework that explains the Industry 4.0 key technologies with respect to sustainability. |
[48] |
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The purpose of the study was to analyze the role of the key enablers of sustainability in the agriculture and food sector. |
Integrated ISM and the fuzzy DEMATEL research methodology were used. |
The ten key enablers were defined, which can be used to achieve supply chain sustainability in A-FSCs. |
[49] |
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This study’s focus was to check which type of sustainability (social, environmental, and economic) approach has a greater impact on firm performance. |
Literature review methodology and Psychometric meta-analysis were adopted. |
The results of the study revealed that adopting social and environmental sustainability practices in any type of the industry, it will led to an increase in firm financial and operational performance. |
[50] |
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The goal of the study was to check how intermediates in the supply chain system resolve the buyer and suppliers’ problems when there is a lack of sustainability. |
The qualitative research methodology was used and IRR was adopted to perform the reliability analysis. |
Results explained that intermediates play a positive role in the built connection between buyer and supplier and help both parties to achieve sustainability. |
[51] |
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The goal was to find the social issues regarding suppliers and find the enablers that can resolve these issues by achieving social sustainability in SC. |
Qualitative research methods and structural equation modeling were used. |
The results revealed 18 different supplier social sustainability measures that underline five dimensions. |
[52] |
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The aim was to check how computers technologies (AI) influence the production and resources of a company to achieve SCS. |
This paper adopted a systematic literature review approach. |
Proposed a framework of AI-based on literature and explained the factor that led the company to achieve sustainability in the supply chain system. |
[53] |
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The purpose of this study was to check the effect of supply chain collaboration on supply chain performance to achieve sustainability. |
This study was performed by using a literature review methodology. |
This study reveals that supply chain collaboration has a positive effect on supply chain performance by proposing a framework based on literature. |