Intelligent digital twin (iDT) for supply chain stress-testing, resilience, and viability

Ivanov, Dmitry

doi:10.1016/j.ijpe.2023.108938

Cited by 61 publications

(3 citation statements)

References 97 publications

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“…Literature has discussed DTT applications to facilitate product tracking, decision support systems, process redesign and simulations in SC (Ivanov and Dolgui, 2020). Discussing the challenges of integrating systems and data across network stakeholders, Ivanov (2023) suggested the adoption of DTT to enable visibility, transparency, traceability, and collaboration in SC. Kamble et al (2022) also discussed the DTT application in achieving supply chain visibility among stakeholders and its role in achieving sustainable performance.…”

Section: Discussionmentioning

confidence: 99%

“…Environmental efficiency emphasizes the integration of sustainable practices and technologies to minimize environmental impact while optimizing resource utilization . Data integration plays a crucial role in enabling seamless information exchange and collaboration among SC stakeholders, allowing for informed decision-making and adaptive responses to market changes (Ivanov, 2023;Patil et al, 2024).…”

Section: Management Andmentioning

confidence: 99%

“…, 2023). Data integration plays a crucial role in enabling seamless information exchange and collaboration among SC stakeholders, allowing for informed decision-making and adaptive responses to market changes (Ivanov, 2023; Patil et al. , 2024).…”

Section: Literature Reviewmentioning

confidence: 99%

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Digital twins' readiness and its impacts on supply chain transparency and sustainable performance

Patil,

Srivastava,

Paul

et al. 2024

IMDS

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PurposeProduction systems occupy geographically dispersed organizations with limited visibility and transparency. Such limitations create operational inefficiencies across the Supply Chain (SC). Recently, researchers have started exploring applications of Digital Twins Technology (DTT) to improve SC operations. In this context, there is a need to provide comprehensive theoretical knowledge and frameworks to help stakeholders understand the adoption of DTT. This study aims to fulfill the research gap by empirically investigating DTT readiness to enable transparency in SC.Design/methodology/approachA comprehensive literature survey was conducted to develop a theoretical model related to Supply Chain Transparency (SCT) and DTT readiness. Then, a questionnaire was developed based on the proposed theoretical model, and data was collected from Indian manufacturers. The data was analyzed using Confirmatory Factor Analysis (CFA) and Structural Equation Modelling (SEM) to confirm the proposed relationships.FindingsThe findings from the study confirmed a positive relationship between DTT implementation and SCT. This study reported that data readiness, perceived values and benefits of DTT, and organizational readiness and leadership support influence DTT readiness and further lead to SCT.Originality/valueThis study contributes to the literature and knowledge by uniquely mapping and validating various interactions between DTT readiness and sustainable SC performance.

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Section: Discussionmentioning

confidence: 99%

Section: Management Andmentioning

confidence: 99%