A comprehensive literature review of the applications of AI techniques through the lifecycle of industrial equipment
M Elahi, SO Afolaranmi, JL Martinez Lastra… - Discover Artificial …, 2023 - Springer
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 …
[HTML][HTML] Machine learning and internet of things in industry 4.0: A review
Abstract Machine learning (ML), sensors networks, and Internet of Things (IoT) are the most
important contributor in the newest revolution in the industry. It is going towards a fully …
important contributor in the newest revolution in the industry. It is going towards a fully …
[HTML][HTML] LSTM-based failure prediction for railway rolling stock equipment
In the railway domain, rolling stock maintenance affects service operation time and
efficiency. Minimizing train unavailability is essential for reducing capital loss and …
efficiency. Minimizing train unavailability is essential for reducing capital loss and …
Smart retrofitting in maintenance: a systematic literature review
D Sanchez-Londono, G Barbieri… - Journal of Intelligent …, 2023 - Springer
The last decade saw the rise of digitalization and data-supported decision making in the
manufacturing industry: the Fourth Industrial Revolution. This trend, also known as Industry …
manufacturing industry: the Fourth Industrial Revolution. This trend, also known as Industry …
Predictive maintenance of baggage handling conveyors using IoT
This article discusses issues related to the maintenance of airports' baggage handling
systems and assesses the feasibility of using predictive maintenance instead of periodic …
systems and assesses the feasibility of using predictive maintenance instead of periodic …
The benefits of predictive maintenance in manufacturing excellence: a case study to establish reliable methods for predicting failures
A Meddaoui, M Hain, A Hachmoud - The International Journal of …, 2023 - Springer
In the course of manufacturing excellence, decision makers are consistently confronted with
the task of making choices that will enhance and meet industrial plant's requirements. To this …
the task of making choices that will enhance and meet industrial plant's requirements. To this …
Machine learning for predictive maintenance scheduling of distribution transformers
LI Alvarez Quiñones, CA Lozano-Moncada… - Journal of Quality in …, 2023 - emerald.com
Purpose The purpose of this paper is to describe a methodology that has been set up to
schedule predictive maintenance of distribution transformers at Cauca Department …
schedule predictive maintenance of distribution transformers at Cauca Department …
Anomaly-based fault detection in wind turbine main bearings
L Campoverde-Vilela, MC Feijóo… - Wind Energy …, 2023 - wes.copernicus.org
Renewable energy is a clean and inexhaustible source of energy, so every year interest in
the study and the search for improvements in production increases. Wind energy is one of …
the study and the search for improvements in production increases. Wind energy is one of …
Source component shift detection & classification for improved remaining useful life estimation in alarm-based predictive maintenance
K Fathi, M Sadurski, T Kleinert… - … Conference on Control …, 2023 - ieeexplore.ieee.org
Predicting the remaining useful life (RUL) plays a significant role in reducing the downtime
of operational assets and maintenance costs. While various predictive maintenance (PdM) …
of operational assets and maintenance costs. While various predictive maintenance (PdM) …
Entrepreneurial leadership and designing industry 4.0 business models: Towards an innovative and sustainable future for India
Business Models of the Industry 4.0 era have received limited attention from researchers.
Transformational leadership is needed to innovate, design and build business models in the …
Transformational leadership is needed to innovate, design and build business models in the …