Is the new manufacturing paradigm where manufacturing machines are fully connected through wireless networks, monitored by sensors, and controlled by advanced computational intelligence with the purpose of optimizing production, improve product quality and sustainability while reducing costs.
Published in Chapter:
Intelligent Manufacturing Systems Driven by Artificial Intelligence in Industry 4.0
Lejla Banjanović-Mehmedović (Faculty of Electrical Engineering, University of Tuzla, Bosnia and Herzegovina) and Fahrudin Mehmedović (Independent Researcher, Bosnia and Herzegovina)
Copyright: © 2020
|Pages: 22
DOI: 10.4018/978-1-7998-2725-2.ch002
Abstract
Intelligent manufacturing plays an important role in Industry 4.0. Key technologies such as artificial intelligence (AI), big data analytics (BDA), the internet of things (IoT), cyber-physical systems (CPSs), and cloud computing enable intelligent manufacturing systems (IMS). Artificial intelligence (AI) plays an essential role in IMS by providing typical features such as learning, reasoning, acting, modeling, intelligent interconnecting, and intelligent decision making. Artificial intelligence's impact on manufacturing is involved in Industry 4.0 through big data analytics, predictive maintenance, data-driven system modeling, control and optimization, human-robot collaboration, and smart machine communication. The recent advances in machine and deep learning algorithms combined with powerful computational hardware have opened new possibilities for technological progress in manufacturing, which led to improving and optimizing any business model.