A supervised machine learning approach to data-driven simulation of resilient supplier selection in digital manufacturing

IM Cavalcante, EM Frazzon, FA Forcellini… - International Journal of …, 2019 - Elsevier
There has been an increased interest in resilient supplier selection in recent years, much of
it focusing on forecasting the disruption probabilities. We conceptualize an entirely different …

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) …

Digital supply chain twins: Managing the ripple effect, resilience, and disruption risks by data-driven optimization, simulation, and visibility

D Ivanov, A Dolgui, A Das, B Sokolov - Handbook of ripple effects in the …, 2019 - Springer
The quality of model-based decision-making support strongly depends on the data, its
completeness, fullness, validity, consistency, and timely availability. These requirements on …

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 …

Digitalization for supply chain resilience and robustness: The roles of collaboration and formal contracts

Y Li, D Li, Y Liu, Y Shou - Frontiers of Engineering Management, 2023 - Springer
Black swan events such as the coronavirus (COVID-19) outbreak cause substantial supply
chain disruption risks to modern companies. In today's turbulent and complex business …

A hybrid ensemble and AHP approach for resilient supplier selection

S Hosseini, AA Khaled - Journal of Intelligent Manufacturing, 2019 - Springer
Suppliers play a crucial role in achieving the supply chain goals. In the context of risk
management, suppliers are the most common source of external risks in modern supply …

The effects of digital transformation on supply chain resilience: a moderated and mediated model

Y Yuan, H Tan, L Liu - Journal of Enterprise Information Management, 2024 - emerald.com
Purpose This study aims to investigate the impact of digital transformation on supply chain
resilience. Additionally, the paper examines the mediating effect of supply chain process …

The role of industry 4.0 technologies in mitigating supply chain disruption: Empirical evidence from the Australian food processing industry

I Ali, A Arslan, Z Khan, SY Tarba - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Supply chain disruption refers to a breakdown, often caused by an unforeseen incident or
risk, in a supply chain's production or distribution process. Contemporary supply chains are …

Resilient supplier selection and optimal order allocation under disruption risks

S Hosseini, N Morshedlou, D Ivanov, MD Sarder… - International Journal of …, 2019 - Elsevier
Resilient supplier selection is a key strategic decision in the context of the supply chain (SC)
disruption management. We offer an efficient solution to the resilient supplier selection and …

Digital twins on the resilience of supply chain under COVID-19 pandemic

Z Lv, L Qiao, A Mardani, H Lv - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The coronavirus disease 2019 (COVID-19) has put enormous pressure on the global supply
chain. This work aims to solve supply chain interruption caused by public health …