An AI-Extended Prediction of Erosion-Corrosion Degradation of API 5L X65 Steel

An AI-Extended Prediction of Erosion-Corrosion Degradation of API 5L X65 Steel

The application of Artificial Neuronal Networks (ANN) offers better statistical accuracy in erosion-corrosion (E-C) predictions compared to the conventional linear regression based on Multifactorial Analysis (MFA). However, the limitations of ANN to require large training datasets and a high number...

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Bibliographic Details
Main Authors: Ariel Espinoza-Jara, Igor Wilk, Javiera Aguirre, Magdalena Walczak
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Lubricants
Subjects:
erosion-corrosion wear
ANN
multifactorial analysis
synthetic data
erosion-corrosion data
erosion data
Online Access:https://www.mdpi.com/2075-4442/11/10/431

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