Literature review on using data mining in production planning and scheduling within the context of cyber physical systems
PM Seeger, Z Yahouni, G Alpan - Journal of Industrial Information …, 2022 - Elsevier
Within the context of Industry 4.0, Cyber Physical Systems (CPS) are defined as
technologies that can manage interconnected systems between its physical assets and …
technologies that can manage interconnected systems between its physical assets and …
[HTML][HTML] Production scheduling in modular construction: Metaheuristics and future directions
Modular construction (MC) is an increasingly important construction technique. However, it
also requires the use of sophisticated scheduling algorithms. A comprehensive literature …
also requires the use of sophisticated scheduling algorithms. A comprehensive literature …
Impacts of Industry 4.0 technologies on Lean principles
Industry 4.0 is increasingly being promoted as the key to improving productivity, promoting
economic growth and ensuring the sustainability of manufacturing companies. On the other …
economic growth and ensuring the sustainability of manufacturing companies. On the other …
Real-time scheduling for a smart factory using a reinforcement learning approach
Previous studies of the real-time scheduling (RTS) problem domain indicate that using a
multiple dispatching rules (MDRs) strategy for the various zones in the system can enhance …
multiple dispatching rules (MDRs) strategy for the various zones in the system can enhance …
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 …
Using a digital twin for production planning and control in industry 4.0
Simulation models are one of the most used quantitative approaches for modeling and
decision-making in production and logistic systems. In the Industry 4.0 context, new …
decision-making in production and logistic systems. In the Industry 4.0 context, new …
A decision support system for dynamic job-shop scheduling using real-time data with simulation
The wide usage of information technologies in production has led to the Fourth Industrial
Revolution, which has enabled real data collection from production tools that are capable of …
Revolution, which has enabled real data collection from production tools that are capable of …
Service-oriented platform for smart operation of dyeing and finishing industry
Ensuring sustainability is a primary concern of the manufacturing industry. Not only does the
enhancement of process and systematic efficiency secure sustainability through increased …
enhancement of process and systematic efficiency secure sustainability through increased …
Potential of data-driven simulation-based optimization for adaptive scheduling and control of dynamic manufacturing systems
The increasing customization of products, which leads to greater variances and smaller lot
sizes, requires highly flexible manufacturing systems. These systems are subject to dynamic …
sizes, requires highly flexible manufacturing systems. These systems are subject to dynamic …
A hybrid scheduling mechanism based on agent cooperation mechanism and fair emergency first in smart factory
Smart factory also known as smart manufacturing is an emerging field with the revolution of
industry 4.0. With the help of all these concepts, the smart factory integrates the …
industry 4.0. With the help of all these concepts, the smart factory integrates the …