[HTML][HTML] Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap

A Ghasemi, F Farajzadeh, C Heavey, J Fowler… - Journal of Industrial …, 2024 - Elsevier
Production Scheduling (PS) is an essential paradigm within supply and manufacturing
systems and an important element of sustainable development. PS, mainly known for its …

Concept and engineering development of cyber physical production systems: a systematic literature review

X Wu, V Goepp, A Siadat - The International Journal of Advanced …, 2020 - Springer
Abstract Cyber Physical Systems (CPSs) play a crucial role in the Industry 4.0 paradigm. The
application of CPSs in production and manufacturing environments gave rise to the term …

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 …

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 …

Deep reinforcement learning-based dynamic scheduling in smart manufacturing

L Zhou, L Zhang, BKP Horn - Procedia Cirp, 2020 - Elsevier
Scheduling problems are a classic type of optimization problems in the manufacturing
domain, such as job shop scheduling, flexible job shop scheduling, and distributed job shop …

Solving the job-shop scheduling problem in the industry 4.0 era

ME Leusin, EM Frazzon, M Uriona Maldonado, M Kück… - Technologies, 2018 - mdpi.com
Technological developments along with the emergence of Industry 4.0 allow for new
approaches to solve industrial problems, such as the Job-shop Scheduling Problem (JSP) …

Real-time scheduling of cloud manufacturing services based on dynamic data-driven simulation

L Zhou, L Zhang, L Ren, J Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In service-oriented manufacturing modes, service scheduling is important for providing just-
in-time delivery of manufacturing services to customers. In this paper, the mathematical …

Deploying hybrid modelling to support the development of a digital twin for supply chain master planning under disruptions

E Badakhshan, P Ball - International Journal of Production …, 2024 - Taylor & Francis
Supply chains operate in a highly distuptive environment where a SC master plan should be
updated in line with disruptions to ensure that a high service level is provided to customers …

Hybrid approach for the integrated scheduling of production and transport processes along supply chains

EM Frazzon, A Albrecht, M Pires, E Israel… - … Journal of Production …, 2018 - Taylor & Francis
The rise of new information and communication technologies leads to enhanced information
transparency in supply chains. In order to utilise the resulting potentials, novel scheduling …

Symbiotic simulation system: Hybrid systems model meets big data analytics

BS Onggo, N Mustafee, A Smart… - 2018 Winter …, 2018 - ieeexplore.ieee.org
Symbiotic simulation is one of Industry 4.0 technologies that enables interaction between a
physical system and the simulation model that represents it as its digital twin. Symbiotic …