Artificial intelligence applications for industry 4.0: A literature-based study
Artificial intelligence (AI) contributes to the recent developments in Industry 4.0. Industries
are focusing on improving product consistency, productivity and reducing operating costs …
are focusing on improving product consistency, productivity and reducing operating costs …
Scientific mapping to identify competencies required by industry 4.0
The objective of this study was to identify what competencies are identified in the literature
as necessary for Industry 4.0 by conducting a survey of the literature and a scientific …
as necessary for Industry 4.0 by conducting a survey of the literature and a scientific …
Toward human-centric smart manufacturing: A human-cyber-physical systems (HCPS) perspective
Advances in human-centric smart manufacturing (HSM) reflect a trend towards the
integration of human-in-the-loop with technologies, to address challenges of human …
integration of human-in-the-loop with technologies, to address challenges of human …
Rethinking engineering education at the age of industry 5.0
During the last two decades, profound technological changes have taken place around us,
supported by disruptive advances, both on the software and hardware sides. An …
supported by disruptive advances, both on the software and hardware sides. An …
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time
S Ayvaz, K Alpay - Expert Systems with Applications, 2021 - Elsevier
In this study, a data driven predictive maintenance system was developed for production
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …
Towards the resilient operator 5.0: The future of work in smart resilient manufacturing systems
Most recently, the COVID-19 pandemic has shown industries all around the world that their
current manufacturing systems are not as resilient as expected and therefore many are …
current manufacturing systems are not as resilient as expected and therefore many are …
Link between sustainability and industry 4.0: trends, challenges and new perspectives
The increasing number of studies that underline the relationship between industry 4.0 and
sustainability shows that sustainability is one of the pillars of smart factories. Through a …
sustainability shows that sustainability is one of the pillars of smart factories. Through a …
Tackling faults in the industry 4.0 era—a survey of machine-learning solutions and key aspects
The recent advancements in the fields of artificial intelligence (AI) and machine learning
(ML) have affected several research fields, leading to improvements that could not have …
(ML) have affected several research fields, leading to improvements that could not have …
Implementing industry 4.0 principles
This article identifies the advances, advantages, limitations, requirements and current
methodologies in implementing the strategic Industry 4.0 (I4. 0) initiative. It focuses on all …
methodologies in implementing the strategic Industry 4.0 (I4. 0) initiative. It focuses on all …
Human-centric artificial intelligence architecture for industry 5.0 applications
Human-centricity is the core value behind the evolution of manufacturing towards Industry
5.0. Nevertheless, there is a lack of architecture that considers safety, trustworthiness, and …
5.0. Nevertheless, there is a lack of architecture that considers safety, trustworthiness, and …