[HTML][HTML] Improving the useful life of tools using active vibration control through data-driven approaches: A systematic literature review

V Warke, S Kumar, A Bongale, P Kamat… - … Applications of Artificial …, 2024 - Elsevier
In the present era of sustainable smart manufacturing within the industry 4.0 framework,
industries thrive to achieve sustainable development. Machining processes play a …

Similarity-based prediction method for machinery remaining useful life: A review

B Xue, H Xu, X Huang, K Zhu, Z Xu, H Pei - The International Journal of …, 2022 - Springer
Determining the remaining useful life (RUL) of increasingly complex machines provides the
decision basis for the predictive maintenance process, which effectively ensures equipment …

Introduction of a time series machine learning methodology for the application in a production system

M Hennig, M Grafinger, R Hofmann, D Gerhard… - Advanced Engineering …, 2021 - Elsevier
Abstract Machine learning methods are considered a promising approach for improving
operations and processes in manufacturing. However, the application of machine learning …

Optimizing Remaining Useful Life Predictions for Aircraft Engines: A Dilated Recurrent Neural Network Approach

A Boujamza, SL Elhaq - IFAC-PapersOnLine, 2024 - Elsevier
Predicting the remaining useful life (RUL) plays a crucial rule in the field of prognostics and
health management (PHM) for mechanical systems. Specifically within the domain of …

Application of IoT in industry 4.0 for predictive analytics

A Banerjee, D Datta, SK Gupta - Integration of Cloud Computing …, 2021 - Wiley Online Library
Extensive use of high‐end industrial properties is the current paradigm shift as an essence
to Industry 4.0. Predictive maintenance and industrial Internet of Things (IoT) discuss the …

[PDF][PDF] Development of an advanced artificial intelligent reliability analysis tool to enhance ship operations and maintenance activities

S Oikonomou - 2021 - stax.strath.ac.uk
Chapter three gives a thorough critical review of all the different maintenance approaches
and their advantages and disadvantages. More focus will be given in describing the …

[引用][C] The comparison of machine learning algorithms in estimation of remaining useful life

EC Ozkat - IX Int Maint Technol Congress, 2019