Artificial intelligence and big data analytics for supply chain resilience: a systematic literature review

ED Zamani, C Smyth, S Gupta, D Dennehy - Annals of Operations …, 2023 - Springer
Abstract Artificial Intelligence (AI) and Big Data Analytics (BDA) have the potential to
significantly improve resilience of supply chains and to facilitate more effective management …

Trends and applications of resilience analytics in supply chain modeling: systematic literature review in the context of the COVID-19 pandemic

MS Golan, LH Jernegan, I Linkov - Environment Systems and Decisions, 2020 - Springer
The increasingly global context in which businesses operate supports innovation, but also
increases uncertainty around supply chain disruptions. The COVID-19 pandemic clearly …

OR-methods for coping with the ripple effect in supply chains during COVID-19 pandemic: Managerial insights and research implications

D Ivanov, A Dolgui - International journal of production economics, 2021 - Elsevier
The COVID-19 pandemic unveils unforeseen and unprecedented fragilities in supply chains
(SC). A primary stressor of SCs and their subsequent shocks derives from disruption …

A digital supply chain twin for managing the disruption risks and resilience in the era of Industry 4.0

D Ivanov, A Dolgui - Production Planning & Control, 2021 - Taylor & Francis
We theorize a notion of a digital supply chain (SC) twin–a computerized model that
represents network states for any given moment in real time. We explore the conditions …

The impact of digital technology and Industry 4.0 on the ripple effect and supply chain risk analytics

D Ivanov, A Dolgui, B Sokolov - International journal of production …, 2019 - Taylor & Francis
The impact of digitalisation and Industry 4.0 on the ripple effect and disruption risk control
analytics in the supply chain (SC) is studied. The research framework combines the results …

Disruption risks in supply chain management: a literature review based on bibliometric analysis

S Xu, X Zhang, L Feng, W Yang - International Journal of …, 2020 - Taylor & Francis
Disruption risks in supply chain management have a great negative influence on the
performance of supply chain members. Therefore, the field of supply chain disruption (SCD) …

Supply chain resilience initiatives and strategies: A systematic review

T Rahman, SK Paul, N Shukla, R Agarwal… - Computers & Industrial …, 2022 - Elsevier
Supply chain resilience (SCRES) is an emerging research area, which plays a crucial role in
protecting supply chains (SCs) against small-to large-scale disruptions. Over the past few …

Ripple effect in the supply chain: an analysis and recent literature

A Dolgui, D Ivanov, B Sokolov - International journal of production …, 2018 - Taylor & Francis
In this study, the ripple effect in the supply chain is analysed. Ripple effect describes the
impact of a disruption propagation on supply chain performance and disruption-based …

Does the ripple effect influence the bullwhip effect? An integrated analysis of structural and operational dynamics in the supply chain

A Dolgui, D Ivanov, M Rozhkov - International Journal of …, 2020 - Taylor & Francis
The ripple effect refers to structural dynamics and describes a downstream propagation of
the downscaling in demand fulfilment in the supply chain (SC) as a result of a severe …

Sustainable, resilient and responsive mixed supply chain network design under hybrid uncertainty with considering COVID-19 pandemic disruption

MM Vali-Siar, E Roghanian - Sustainable production and consumption, 2022 - Elsevier
The occurrence of the COVID-19 pandemic is a disruption that has adversely affected many
supply chains (SCs) around the world and further proved the necessity of combination and …