AIMC Topic: Corrosion

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Aircraft Fuselage Corrosion Detection Using Artificial Intelligence.

Sensors (Basel, Switzerland) Jun 11, 2021
Corrosion identification and repair is a vital task in aircraft maintenance to ensure continued structural integrity. Regarding fuselage lap joints, typically, visual inspections are followed by non-destructive methodologies, which are time-consuming...
Corrosion Neural Networks, Computer Automation Artificial Intelligence Aircraft
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A Machine Learning-Based QSAR Model for Benzimidazole Derivatives as Corrosion Inhibitors by Incorporating Comprehensive Feature Selection.

Interdisciplinary sciences, computational life sciences Sep 4, 2019
BACKGROUND: Computational prediction of inhibition efficiency (IE) for inhibitor molecules is a crucial supplementary way to design novel molecules that can efficiently inhibit corrosion onto metallic surfaces.
Linear Models Conservation of Natural Resources Hydrazines Static Electricity Benzimidazoles Quantitative Structure-Activity Relationship Support Vector Machine Predictive Value of Tests Cluster Analysis Imaging, Three-Dimensional Computational Biology Metals Algorithms Corrosion Machine Learning Chemistry
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Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach.

Computational intelligence and neuroscience Jul 11, 2019
To maintain the serviceability of buildings, the owners need to be informed about the current condition of the water supply and waste disposal systems. Therefore, timely and accurate detection of corrosion on pipe surface is a crucial task. The conve...
Humans Support Vector Machine Corrosion Algorithms Machine Learning Water Supply Image Processing, Computer-Assisted
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Evaluation of data-driven models for predicting the service life of concrete sewer pipes subjected to corrosion.

Journal of environmental management Jan 11, 2019
Concrete corrosion is one of the most significant failure mechanisms of sewer pipes, and can reduce the sewer service life significantly. To facilitate the management and maintenance of sewers, it is essential to obtain reliable prediction of the exp...
Corrosion Hydrogen-Ion Concentration Temperature Construction Materials Neural Networks, Computer
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An intelligent system for image-based rating of corrosion severity at stem taper of retrieved hip replacement implants.

Medical engineering & physics Aug 23, 2018
Visual scoring of damage at taper junctions is the sole method to quantify corrosion in large-scale retrieval studies of failed hip replacement implants. This study introduces an intelligent image analysis-based method that objectively rates corrosio...
Image Processing, Computer-Assisted Support Vector Machine Corrosion Arthroplasty, Replacement, Hip
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Predicting concrete corrosion of sewers using artificial neural network.

Water research Jan 21, 2016
Corrosion is often a major failure mechanism for concrete sewers and under such circumstances the sewer service life is largely determined by the progression of microbially induced concrete corrosion. The modelling of sewer processes has become possi...
Corrosion Regression Analysis Uncertainty Reproducibility of Results Neural Networks, Computer Time Factors Sewage
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Artificial intelligence-assisted method of structural health monitoring of subway shield tunnel based on insulation degradation location.

PloS one Jan 1, 2025
Stray current leakages inevitably arise to seriously threaten the reliability of the subway tunnel structure and third-party system through electrochemical corrosion. Location of stray current leakage provides novel approach to mitigate stray current...
Humans Artificial Intelligence Railroads Electric Conductivity Corrosion Algorithms
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