Improving supply chain resilience through industry 4.0: A systematic literature review under the impressions of the COVID-19 pandemic

A Spieske, H Birkel - Computers & Industrial Engineering, 2021 - Elsevier
The COVID-19 pandemic is one of the most severe supply chain disruptions in history and
has challenged practitioners and scholars to improve the resilience of supply chains. Recent …

Digital innovation, data analytics, and supply chain resiliency: A bibliometric-based systematic literature review

A Iftikhar, I Ali, A Arslan, S Tarba - Annals of Operations Research, 2024 - Springer
In recent times, the literature has seen considerable growth in research at the intersection of
digital innovation, data analytics, and supply chain resilience. While the number of studies …

5G in digital supply chain and operations management: fostering flexibility, end-to-end connectivity and real-time visibility through internet-of-everything

A Dolgui, D Ivanov - International Journal of Production Research, 2022 - Taylor & Francis
5G technology enables end-to-end connectivity in real time at a highly granular level along
with the associated end-to-end visibility through the Internet-of-Everything. While some …

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

D Ivanov - International Journal of Production Economics, 2023 - Elsevier
A large variety of models have been developed in the last two decades aiming at supply
chain (SC) stress-testing and resilience. New digital and artificial intelligence (AI) …

A digital thread-driven distributed collaboration mechanism between digital twin manufacturing units

S Liu, Y Lu, X Shen, J Bao - Journal of Manufacturing Systems, 2023 - Elsevier
The trialing of new products in production typically suffers from quality and productivity
problems because of immature manufacturing processes. As an efficient virtual-real …

Digital twin for supply chain coordination in modular construction

D Lee, SH Lee - Applied Sciences, 2021 - mdpi.com
Over the past decades, the construction industry has been attracted to modular construction
because of its benefits for reduced project scheduling and costs. However, schedule …

Conceptualisation of a 7-element digital twin framework in supply chain and operations management

D Ivanov - International Journal of Production Research, 2024 - Taylor & Francis
Digital twins became of greater interest to researchers and practitioners in supply chain and
operations management (SCOM). Literature has addressed the need to understand digital …

Digital twins driven supply chain visibility within logistics: A new paradigm for future logistics

TD Moshood, G Nawanir, S Sorooshian… - Applied System …, 2021 - mdpi.com
The supply chains shaping their distribution networks become more diverse as companies
respond to global markets' stringent criteria. This is also counterproductive to the visibility of …

Digital twin-driven smart supply chain

L Wang, T Deng, ZJM Shen, H Hu, Y Qi - Frontiers of Engineering …, 2022 - Springer
Today's supply chain is becoming complex and fragile. Hence, supply chain managers need
to create and unlock the value of the smart supply chain. A smart supply chain requires …

Financial performance and supply chain dynamic capabilities: the Moderating Role of Industry 4.0 technologies

MH Eslami, H Jafari, L Achtenhagen… - … Journal of Production …, 2021 - Taylor & Francis
Industry 4.0 digital technologies are becoming indispensable for firms striving to enhance
their supply chain capabilities and financial performance, but how these relationships play …