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 …
Big data in manufacturing: a systematic mapping study
The manufacturing industry is currently in the midst of a data-driven revolution, which
promises to transform traditional manufacturing facilities in to highly optimised smart …
promises to transform traditional manufacturing facilities in to highly optimised smart …
Machine learning in manufacturing and industry 4.0 applications
The machine learning (ML) field has deeply impacted the manufacturing industry in the
context of the Industry 4.0 paradigm. The industry 4.0 paradigm encourages the usage of …
context of the Industry 4.0 paradigm. The industry 4.0 paradigm encourages the usage of …
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research …
Smart manufacturing has received increased attention from academia and industry in recent
years, as it provides competitive advantage for manufacturing companies making industry …
years, as it provides competitive advantage for manufacturing companies making industry …
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 …
Manufacturing analytics and industrial internet of things
Over the last two decades, manufacturing across the globe has evolved to be more intel-
ligent and data driven. In the age of industrial Internet of Things, a smart production unit can …
ligent and data driven. In the age of industrial Internet of Things, a smart production unit can …
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 …
Revolutionizing manufacturing, making it more efficient, flexible, and intelligent with Industry 4.0 innovations
S Kolasani - … Journal of Sustainable Development Through AI, ML …, 2024 - ijsdai.com
Industry 4.0, marked by the integration of cyber-physical systems, the Internet of Things (IoT),
cloud computing, and artificial intelligence (AI), is revolutionizing manufacturing processes …
cloud computing, and artificial intelligence (AI), is revolutionizing manufacturing processes …
Industrial big data analytics: challenges, methodologies, and applications
JP Wang, WS Zhang, YK Shi, SH Duan… - arXiv preprint arXiv …, 2018 - arxiv.org
While manufacturers have been generating highly distributed data from various systems,
devices and applications, a number of challenges in both data management and data …
devices and applications, a number of challenges in both data management and data …
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 …