Predictive maintenance in the Industry 4.0: A systematic literature review
Industry 4.0 is collaborating directly for the technological revolution. Both machines and
managers are daily confronted with decision making involving a massive input of data and …
managers are daily confronted with decision making involving a massive input of data and …
Machine learning in predictive maintenance towards sustainable smart manufacturing in industry 4.0
Recently, with the emergence of Industry 4.0 (I4. 0), smart systems, machine learning (ML)
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …
A systematic literature review of machine learning methods applied to predictive maintenance
The amount of data extracted from production processes has increased exponentially due to
the proliferation of sensing technologies. When processed and analyzed, data can bring out …
the proliferation of sensing technologies. When processed and analyzed, data can bring out …
[HTML][HTML] Paradigm shift for predictive maintenance and condition monitoring from Industry 4.0 to Industry 5.0: A systematic review, challenges and case study
This paper examines the integration of Industry 5.0 principles with advanced predictive
maintenance (PdM) and condition monitoring (CM) practices, based on Industry 4.0's …
maintenance (PdM) and condition monitoring (CM) practices, based on Industry 4.0's …
Machine learning scopes on microgrid predictive maintenance: Potential frameworks, challenges, and prospects
Predictive maintenance is an essential aspect of microgrid operations as it enables
identifying potential equipment failures in advance, reducing downtime, and increasing the …
identifying potential equipment failures in advance, reducing downtime, and increasing the …
A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment
Driven by the ongoing migration towards Industry 4.0, the increasing adoption of artificial
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …
intelligence (AI) has empowered smart manufacturing and digital transformation. AI …
[PDF][PDF] SME 4.0: The role of small-and medium-sized enterprises in the digital transformation
In recent years, the industrial environment has been changing radically due to the
introduction of concepts and technologies based on the fourth industrial revolution (Sendler …
introduction of concepts and technologies based on the fourth industrial revolution (Sendler …
A survey on decision-making based on system reliability in the context of Industry 4.0
The business world is continually changing. Dynamic environments, full of uncertainties,
complexities, and ambiguities, demand faster and more confident decisions. To compete in …
complexities, and ambiguities, demand faster and more confident decisions. To compete in …
Using industry 4.0 to face the challenges of predictive maintenance: A key performance indicators development in a cyber physical system
MP Lambán, P Morella, J Royo, JC Sánchez - Computers & Industrial …, 2022 - Elsevier
The fourth industrial revolution is transforming the industrial environment. This work focuses
on the application of 4.0 technologies to solve the problems that predictive maintenance …
on the application of 4.0 technologies to solve the problems that predictive maintenance …
Artificial intelligence and real-time predictive maintenance in industry 4.0: a bibliometric analysis
The purpose of this article is to study the issues of industrial maintenance, one of the critical
drivers of Industry 4.0 (I4. 0), which has contributed to the advent of new industrial …
drivers of Industry 4.0 (I4. 0), which has contributed to the advent of new industrial …