Title:
Smart Manufacturing Using Embedded IoT, Data Mining, and Machine Learning

Authors:
Shivani Patil, Menachem Domb, Sujata Joshi, Israel

Abstract:

The Internet of Things (IoT) facilitates objects' connection to the Internet and data exchange. The IoT and Big- data analytics revolutionize the industrial sector by offering real-time data visualization, tracking, and building predictive models for future actions using machine learning. It helps make an operation process more efficient and provides insight into the production process, increasing productivity and lowering costs. The data from IoT devices can be mined and visualized through advanced analytics tools. Thus, manufacturers will have a comprehensive picture of the production processes. This paper uses Data Mining (DM), Big Data Analytics, and IoT to monitor operations and determine predictive models for applying actions in the manufacturing Industry.

DOI: http://dx.doi.org/10.51505/ijaemr.2024.9404