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 …
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 …
Big data analytics for intelligent manufacturing systems: A review
With the development of Internet of Things (IoT), 5 G, and cloud computing technologies, the
amount of data from manufacturing systems has been increasing rapidly. With massive …
amount of data from manufacturing systems has been increasing rapidly. With massive …
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 …
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 …
Next generation smart manufacturing and service systems using big data analytics
This special issue explores advancements in the next generation manufacturing and service
systems by examining the novel methods, practical challenges and opportunities in the use …
systems by examining the novel methods, practical challenges and opportunities in the use …
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 …
[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 …
[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 …