Data-driven smart manufacturing
The advances in the internet technology, internet of things, cloud computing, big data, and
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …
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 …
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 …
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 …
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 …
Research on the maturity of big data management capability of intelligent manufacturing enterprise
J Ge, F Wang, H Sun, L Fu… - Systems Research and …, 2020 - Wiley Online Library
From the perspective of intelligent manufacturing, combined with cyber‐physical system, big
data, Internet of things, cloud computing, industrial transformation and value chain concepts …
data, Internet of things, cloud computing, industrial transformation and value chain concepts …
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 …
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 …
Smart manufacturing
A Kusiak - International journal of production Research, 2018 - Taylor & Francis
Manufacturing has evolved and become more automated, computerised and complex. In
this paper, the origin, current status and the future developments in manufacturing are …
this paper, the origin, current status and the future developments in manufacturing are …
Smart manufacturing systems: a futuristics roadmap towards application of industry 4.0 technologies
The information and communication technology (ICT) field is rapidly advancing and has
developed several disrupting technologies, including artificial intelligence, virtual reality, big …
developed several disrupting technologies, including artificial intelligence, virtual reality, big …