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 …

Leveraging digital twin into dynamic production scheduling: A review

N Ouahabi, A Chebak, O Kamach, O Laayati… - Robotics and Computer …, 2024 - Elsevier
The digital twin is an emerging technology that enhances industrial digitalization, as it
establishes a dynamic virtual model that emulates a specific phenomenon of the …

[HTML][HTML] Smart and resilient transformation of manufacturing firms

A Sofic, S Rakic, G Pezzotta, B Markoski, V Arioli… - Processes, 2022 - mdpi.com
The smart and resilient transformation of manufacturing firms has flourished in the last
decade. This paper investigates the smart and resilient transformation of manufacturing firms …

[HTML][HTML] Maintenance 5.0: towards a worker-in-the-loop framework for resilient smart manufacturing

A Cortes-Leal, C Cardenas, C Del-Valle-Soto - Applied Sciences, 2022 - mdpi.com
Due to the global uncertainty caused by social problems such as COVID-19 and the war in
Ukraine, companies have opted for the use of emerging technologies, to produce more with …

Verification and validation of digital twins: a systematic literature review for manufacturing applications

J Bitencourt, A Wooley, G Harris - International Journal of …, 2024 - Taylor & Francis
Digital Twin (DT) is a concept of growing interest, driven by the technological advancements
related to Industry 4.0. DT combines innovative technologies to create a virtual model …

Digital twin-driven dynamic scheduling for the assembly workshop of complex products with workers allocation

Q Gao, J Liu, H Li, C Zhuang, Z Liu - Robotics and Computer-Integrated …, 2024 - Elsevier
Assembly processes for complex products primarily involve manual assembly and often
encounter various disruptive events, such as the insertion of new orders, order …

[HTML][HTML] Real-time optimization for a Digital Twin of a robotic cell with human operators

T Albini, A Brocchi, G Murgia, M Pranzo - Computers in Industry, 2023 - Elsevier
In this paper, we develop a Digital Twin (DT) for a cell with a robotic arm serving seven
stations and assisted by a human operator. The lack of reliable predictions of human …

A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables

Z Shao, W Li, Y Tan, K Otto - International Journal of Production …, 2024 - Taylor & Francis
With the escalating integration of renewable energy sources (RESs) within the
manufacturing sector, the synergy between energy and production management has gained …

Literature Review and Comparison of Digital Twin Frameworks in Manufacturing

E Galli, V Fani, R Bandinelli, S Lacroix… - … FOR MODELLING AND …, 2023 - flore.unifi.it
Industry 4.0 technologies have led to the affirmation of the Smart Manufacturing. In this
paradigm Digital Twins (DTw) are defined as simulation models that are both getting data …

State of the art and future directions of digital twin-enabled smart assembly automation in discrete manufacturing industries

L Webb, OM Tokhi, B Alkan - International Journal of Computer …, 2024 - Taylor & Francis
Digital twin (DT) technology is increasingly recognised for its potential to transform the
manufacturing industry, particularly in assembly automation. By offering real-time insights …