On predictive maintenance in industry 4.0: Overview, models, and challenges
In the era of the fourth industrial revolution, several concepts have arisen in parallel with this
new revolution, such as predictive maintenance, which today plays a key role in sustainable …
new revolution, such as predictive maintenance, which today plays a key role in sustainable …
[HTML][HTML] Envisioning maintenance 5.0: Insights from a systematic literature review of Industry 4.0 and a proposed framework
To provide direction and advice for future research on Industry 4.0 maintenance, we
conducted a comprehensive analysis of 344 eligible journal papers published between …
conducted a comprehensive analysis of 344 eligible journal papers published between …
[HTML][HTML] Maintenance in digitalised manufacturing: Delphi-based scenarios for 2030
Despite extensive research on future manufacturing and the forthcoming fourth industrial
revolution (implying extensive digitalisation), there is a lack of understanding regarding the …
revolution (implying extensive digitalisation), there is a lack of understanding regarding the …
[HTML][HTML] Challenges and solutions in condition-based maintenance implementation-A multiple case study
Previous literature has highlighted many opportunities for digital technologies, such as the
Internet of Things (IoT) and data analytics, to enable circular strategies, ie, strategies which …
Internet of Things (IoT) and data analytics, to enable circular strategies, ie, strategies which …
[HTML][HTML] A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines
Smart manufacturing is resha** the manufacturing industry by boosting the integration of
information and communication technologies and manufacturing process. As a result …
information and communication technologies and manufacturing process. As a result …
A non-intrusive Industry 4.0 retrofitting approach for collaborative maintenance in traditional manufacturing
The recent COVID-19 outbreak impact on the world economy has boosted the increasing
business needs to force manufacturing plants adapting to unpredictable changes and …
business needs to force manufacturing plants adapting to unpredictable changes and …
Data-driven dynamic bottleneck detection in complex manufacturing systems
Production (throughput) bottlenecks are the critical stations defining and constraining the
overall productivity of a system. Effective and timely identification of bottlenecks provide …
overall productivity of a system. Effective and timely identification of bottlenecks provide …
How industrial maintenance managers perceive socio-technical changes in leadership in the Industry 4.0 context
Innovations and advancements in technology create new opportunities to run and maintain
manufacturing plants, which we refer to as digitalised manufacturing. This development is …
manufacturing plants, which we refer to as digitalised manufacturing. This development is …
A framework for prognostics and health management applications toward smart manufacturing systems
Prognostics and health management (PHM) has emerged as an intelligent solution to
improve the availability of manufacturing systems. PHM consists of system health …
improve the availability of manufacturing systems. PHM consists of system health …
Discovering critical KPI factors from natural language in maintenance work orders
Optimizing maintenance practices is a continuous process that must take into account the
evolving state of the equipment, resources, workers, and more. To help streamline this …
evolving state of the equipment, resources, workers, and more. To help streamline this …