A Framework for Integrating Diverse Data Types for Live Streaming in Industrial Automation

In the modern manufacturing system, the industrial automation plays an important role in improving the efficiency, productivity, and overall performance of the system by increasing throughput, reducing downtime and more. However, challenges arise in implementation of real-time continuous data stream...

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Bibliographic Details
Published in:	IEEE access Vol. 12; pp. 111694 - 111708
Main Authors:	Siraparapu, Sri Ramya, Azad, S. M. A. K.
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Actuators Adaptive algorithms Adaptive gradient Adaptive systems Automation Data integration Data models Data transmission Downtime Efficiency Fourth Industrial Revolution Gradient methods industrial automation industry 4.0 linear mixed models Predictive maintenance Real time real-time monitoring Real-time systems Reliability Sensors stochastic gradient descent Stochastic processes Streaming media
Online Access:	Get full text
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