Model-based Big Data Analytics-as-a-Service framework in smart manufacturing: A case study
Today, in a smart manufacturing environment based on the Industry 4.0 paradigm, people,
technological infrastructure and machinery equipped with sensors can constantly generate …
technological infrastructure and machinery equipped with sensors can constantly generate …
Advancing manufacturing systems with big-data analytics: A conceptual framework
With the intensive development and implementation of information and communication
technologies in manufacturing, large amounts of heterogeneous data are now being …
technologies in manufacturing, large amounts of heterogeneous data are now being …
Manufacturing big data ecosystem: A systematic literature review
Advanced manufacturing is one of the core national strategies in the US (AMP), Germany
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …
Developing a big data analytics platform for manufacturing systems: architecture, method, and implementation
Manufacturing industries have recently promoted smart manufacturing (SM) for achieving
intelligence, connectedness, and responsiveness of manufacturing objects consisting of …
intelligence, connectedness, and responsiveness of manufacturing objects consisting of …
[HTML][HTML] Big data analytics for smart manufacturing: Case studies in semiconductor manufacturing
J Moyne, J Iskandar - Processes, 2017 - mdpi.com
Smart manufacturing (SM) is a term generally applied to the improvement in manufacturing
operations through integration of systems, linking of physical and cyber capabilities, and …
operations through integration of systems, linking of physical and cyber capabilities, and …
Scalable analytics platform for machine learning in smart production systems
K Al-Gumaei, A Müller, JN Weskamp… - 2019 24th IEEE …, 2019 - ieeexplore.ieee.org
Manufacturing industry is facing major challenges to meet customer requirements, which are
constantly changing. Therefore, products have to be manufactured with efficient processes …
constantly changing. Therefore, products have to be manufactured with efficient processes …
The role of big data analytics in the context of modeling design and operation of manufacturing systems
F Psarommatis, PA Dreyfus, D Kiritsis - … for mass personalization in the era …, 2022 - Elsevier
Contemporary industries are generating a huge amount of data coming from a high variety
of sources, such as machine controllers, corporate systems, sensors, operators, and more …
of sources, such as machine controllers, corporate systems, sensors, operators, and more …
[HTML][HTML] An industrial big data pipeline for data-driven analytics maintenance applications in large-scale smart manufacturing facilities
The term smart manufacturing refers to a future-state of manufacturing, where the real-time
transmission and analysis of data from across the factory creates manufacturing intelligence …
transmission and analysis of data from across the factory creates manufacturing intelligence …
Recent advances and trends in predictive manufacturing systems in big data environment
The globalization of the world's economies is a major challenge to local industry and it is
pushing the manufacturing sector to its next transformation–predictive manufacturing. In …
pushing the manufacturing sector to its next transformation–predictive manufacturing. In …
Big Data and virtualization for manufacturing cyber-physical systems: A survey of the current status and future outlook
RF Babiceanu, R Seker - Computers in industry, 2016 - Elsevier
The recent advances in sensor and communication technologies can provide the
foundations for linking the physical manufacturing facility and machine world to the cyber …
foundations for linking the physical manufacturing facility and machine world to the cyber …