[HTML][HTML] Simulation optimization applied to production scheduling in the era of industry 4.0: A review and future roadmap
Production Scheduling (PS) is an essential paradigm within supply and manufacturing
systems and an important element of sustainable development. PS, mainly known for its …
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 …
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 …
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 …
Deep reinforcement learning-based dynamic scheduling in smart manufacturing
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 …
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
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) …
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
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 …
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 …
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
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 …
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 …
physical system and the simulation model that represents it as its digital twin. Symbiotic …