P Eichenseer, H Winkler - The International Journal of Advanced …, 2024 - Springer
Data not only plays an essential role in traditional shopfloor management, but it is also becoming even more important in Industry 4.0, particularly due to the increasing possibilities …
MA Filz, JP Bosse, C Herrmann - Journal of Intelligent Manufacturing, 2024 - Springer
Digital transformation is driving the current technological trends in manufacturing. An integral constituent is a communication between machines, between machines and humans …
J Rosemeyer, M Pinzone, J Metternich - Machine Learning and …, 2024 - mdpi.com
Implementing machine learning technologies in manufacturing environment relies heavily on human expertise in terms of domain and machine learning knowledge. Yet, the required …
The development of digital technologies, such as Cyber Physical Systems (CPS) and Industrial Internet of Things (IIoT), under the umbrella of Industry 4.0, has increased rapidly …
The emerging trend of Prescriptive Analytics tries to prescribe actionable decisions. The goal is to help production experts in automating their decisions in the factory. Decision …
Prescriptive analytics plays an important role in decision making in smart factories by utilizing the available data to gain actionable insights. The planning, integration and …
OA León García, LF Parra Acero - Ingeniería y competitividad, 2024 - scielo.org.co
In the era of Industry 4.0, characterized by transformative technological advancements reshaping manufacturing processes, big data has become a common practice in business …
In order to attain high manufacturing productivity, industry 4.0 merges all the available system and environment data that can empower the enabled-intelligent techniques. The use …
Recent digital technologies such as internet of things (IoT) and artificial intelligence (AI) are expected to transform business architectures in many industries. In fact, the use of digital …