Bridging the trust gap: Evaluating feature relevance in neural network-based gear wear mechanism analysis with explainable AI
Author:
Publisher
Elsevier BV
Subject
Surfaces, Coatings and Films,Surfaces and Interfaces,Mechanical Engineering,Mechanics of Materials
Reference33 articles.
1. The use of artificial intelligence in tribology—A perspective;Rosenkranz;Lubricants,2021
2. Machine learning in Tribology—More than Buzzwords?;Tremmel;Lubricants,2022
3. Predicting EHL film thickness parameters by machine learning approaches;Marian;Friction,2023
4. Intelligent prediction of wear location and mechanism using image identification based on improved Faster R-CNN model;Wang;Tribol Int,2022
5. Integrated model of BP neural network and CNN algorithm for automatic wear debris classification;Wang;Wear,2019
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