A survey on control theory applications to operational systems, supply chain management, and Industry 4.0
Modern production and logistics systems, supply chains, and Industry 4.0 networks are
challenged by increased uncertainty and risks, multiple feedback cycles, and dynamics …
challenged by increased uncertainty and risks, multiple feedback cycles, and dynamics …
Digital twins: A maturity model for their classification and evaluation
Digital Twins represent a powerful tool for transforming production and logistics towards
Industry 4.0. They mirror physical assets in the digital world, enriching them with additional …
Industry 4.0. They mirror physical assets in the digital world, enriching them with additional …
Digital supply chain management and technology to enhance resilience by building and using end-to-end visibility during the COVID-19 pandemic
D Ivanov - IEEE Transactions on Engineering Management, 2021 - ieeexplore.ieee.org
In practice, an increased interest into end-to-end visibility as a future-oriented driver and
capability of resilient supply chains can be observed. However, the research in this area is in …
capability of resilient supply chains can be observed. However, the research in this area is in …
Blockchain-oriented dynamic modelling of smart contract design and execution in the supply chain
Recently, the applications of Blockchain technology have begun to revolutionise different
aspects of supply chain (SC) management. Among others, Blockchain is a platform to …
aspects of supply chain (SC) management. Among others, Blockchain is a platform to …
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 …
it focusing on forecasting the disruption probabilities. We conceptualize an entirely different …
Digital supply chain twins: Managing the ripple effect, resilience, and disruption risks by data-driven optimization, simulation, and visibility
The quality of model-based decision-making support strongly depends on the data, its
completeness, fullness, validity, consistency, and timely availability. These requirements on …
completeness, fullness, validity, consistency, and timely availability. These requirements on …
A data-driven approach to adaptive synchronization of demand and supply in omni-channel retail supply chains
MM Pereira, EM Frazzon - International Journal of Information Management, 2021 - Elsevier
The integration of selling and fulfillment processes triggered by omni-channels is
transforming the retailer's operations management. In this context, there is a lack of research …
transforming the retailer's operations management. In this context, there is a lack of research …
A data-driven simulation-optimization framework for generating priority dispatching rules in dynamic job shop scheduling with uncertainties
H Wang, T Peng, A Nassehi, R Tang - Journal of Manufacturing Systems, 2023 - Elsevier
Modeling and optimizing dynamic job shop scheduling problems (DJSSP) without ample
assumptions is inherently challenging due to the increasing complexity and uncertainty …
assumptions is inherently challenging due to the increasing complexity and uncertainty …
Industrial big-data-driven and CPS-based adaptive production scheduling for smart manufacturing
F Qiao, J Liu, Y Ma - International Journal of Production Research, 2021 - Taylor & Francis
Smart manufacturing that involves tight integration of the physical system and cyber system
is a hot topic in both industry and academia in the era of the Internet and big data. However …
is a hot topic in both industry and academia in the era of the Internet and big data. However …
Production planning and scheduling in Cyber-Physical Production Systems: a review
The study of scheduling procedures has generated important contributions to the
improvement of productivity in different industrial branches. In recent years, the incorporation …
improvement of productivity in different industrial branches. In recent years, the incorporation …