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Keywords: Artificial Intelligence
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Proceedings Papers
Generative Digital Design of Polymeric Coatings with Advanced Properties
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... pathways, demonstrating that the generative AI has potential in the protective coating field as more extreme performance is required. Artificial Intelligence Informatics Coatings Polymers INTRODUCTION Generative artificial intelligence has become a major focus in recent years across multiple industries...
Proceedings Papers
Evaluation of Prediction Techniques in Corrosion Management of Pipelines External Corrosion
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... and implement corrective actions in a timely manner. This paper reviews concepts and capabilities of various prediction techniques including 5M-Methodology, Machine Learning (ML), Artificial Intelligence (AI) and Deep Learning (DL) in managing external corrosion of oil and gas pipelines and describes...
Proceedings Papers
Determining Flushing Efficacy on Pipelines Using Ultrasonic Sensors
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... in the ultrasonic wave forms are observable in pipes filled with varying amounts of water, oil, and sediment. Waveforms of different conditions of water, oil, and sludge were gathered in the lab and used to train an artificial intelligence (AI) model which was utilized to interpret waveforms of the permanently...
Proceedings Papers
Application of Artificial Intelligence in Corrosion Management
Available to PurchaseMohd Aswadi Ton Alias, Nurul Asni Mohamed, M Iskandar Bakeri, Izzatdin A Aziz, M Hilmi Hasan, M Shahrizal PKM Seeni Mohd, Sathiyamurthi Raja Moorthi
.... Application of artificial intelligence to predict corrosion rate offers advantages where real high frequency data streams from IoT sensors are analyzed via machine learning algorithm thus providing prediction based on historical experience of specific asset. Data preprocessing is an important step in machine...
Proceedings Papers
Towards Automated Development and Evaluation of Optimal Corrosion Inhibitor Products
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... modeling are complementing each other to automate the development and evaluation of corrosion inhibitor actives by a means of electrochemical procedures. Abstract In this work, a novel analysis approach using an artificial intelligence (AI) framework that automatically helps identify the drivers...
Proceedings Papers
Multitask Learning Framework for Screening of Corrosion Inhibitors for Mild Steel
Available to PurchaseAbhishek Agarwal, Pradeep Rathore, Dharmendr Kumar, Harsha Nistala, S Sanjana, Vinay Jain, Beena Rai
... machine learning auto-encoders artificial intelligence multitask learning INTRODUCTION Corrosion of metallic structures is a ubiquitous problem in industries such as power generation, oil and gas, pulp and paper, metals processing etc. which also results in significant financial losses [ 1...
Proceedings Papers
A Machine Vision Case Study of U-Net Networks for Superficial Corrosion and Dirt Image Segmentation on Industrial Coated Steel Structures
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... and practical importance to the advancement of the deep learning field. Examples of successful image classification networks developed are AlexNet, VGG, and GoogLeNet. 1 , 2 , 3 Following the popularization of artificial intelligence accelerators that significantly improve the performance...
Proceedings Papers
Using Digital Twin and AI to Predict Atmospheric Corrosion - a Smart Tool for Decision Makers
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... failure and to enhance time, costs, and performance of asset integrity management activities. The development of a software is discussed, bringing a view on how to merge the Industry 4.0 technologies such as Digital Twins, Artificial Intelligence, Cloud services, and Mobile concepts to deploy predictive...
Proceedings Papers
Using Digital Twin and AI to Predict Atmospheric Corrosion - A Smart Tool for Decision Makers
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... and to enhance time, costs, and performance of asset integrity management activities. The development of a software is discussed, bringing a view on how to merge the Industry 4.0 technologies such as Digital Twins, Artificial Intelligence, Cloud services, and Mobile concepts to deploy predictive models. Advances...
Proceedings Papers
Applying Machine Learning Techniques to Identify and Predict Behavior of Rectifier and Groundbed State Change
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... the contextual data associated with the rectifier and will predict the long-term rectifier resistance trend. Cathodic Protection Impressed Current Systems Rectifier Groundbed Pipeline Machine Learning Predictive Maintenance IoT Big Data Artificial Intelligence Remote Monitoring INTRODUCTION Impressed...