Machine learning in predictive maintenance towards sustainable smart manufacturing in industry 4.0
Recently, with the emergence of Industry 4.0 (I4. 0), smart systems, machine learning (ML)
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …
Tribo-informatics approaches in tribology research: A review
Tribology research mainly focuses on the friction, wear, and lubrication between interacting
surfaces. With the continuous increase in the industrialization of human society, tribology …
surfaces. With the continuous increase in the industrialization of human society, tribology …
Lung Infection Segmentation for COVID‐19 Pneumonia Based on a Cascade Convolutional Network from CT Images
R Ranjbarzadeh… - BioMed Research …, 2021 - Wiley Online Library
The COVID‐19 pandemic is a global, national, and local public health concern which has
caused a significant outbreak in all countries and regions for both males and females …
caused a significant outbreak in all countries and regions for both males and females …
How Green Hydrogen and Ammonia Are Revolutionizing the Future of Energy Production: A Comprehensive Review of the Latest Developments and Future …
As the need for clean and sustainable energy sources grows rapidly, green hydrogen and
ammonia have become promising sources of low-carbon energy and important key players …
ammonia have become promising sources of low-carbon energy and important key players …
Selecting an appropriate supervised machine learning algorithm for predictive maintenance
A Ouadah, L Zemmouchi-Ghomari, N Salhi - The International Journal of …, 2022 - Springer
Predictive maintenance refers to predicting malfunctions using data from monitoring
equipment and process performance measurements. Machine learning algorithms and …
equipment and process performance measurements. Machine learning algorithms and …
A survey of machine learning in friction stir welding, including unresolved issues and future research directions
U Chadha, SK Selvaraj, N Gunreddy… - Material Design & …, 2022 - Wiley Online Library
Friction stir welding is a method used to weld together materials considered challenging by
fusion welding. FSW is primarily a solid phase method that has been proven efficient due to …
fusion welding. FSW is primarily a solid phase method that has been proven efficient due to …
Prediction of properties of friction stir spot welded joints of AA7075-T651/Ti-6Al-4V alloy using machine learning algorithms
In the present study, experimental works on friction stir spot welding (FSSW) of dissimilar AA
7075-T651/Ti-6Al-4V alloys under various process conditions to weld joints have been …
7075-T651/Ti-6Al-4V alloys under various process conditions to weld joints have been …
Intelligent welding by using machine learning techniques
R Mahadevan, A Jagan, L Pavithran… - Materials Today …, 2021 - Elsevier
This paper talks about how machine learning techniques can be applied in the welding
industry. Machine learning techniques could be used to find solutions to the problems faced …
industry. Machine learning techniques could be used to find solutions to the problems faced …
Machine learning for intelligent welding and manufacturing systems: research progress and perspective review
S Kumar, V Gaur, CS Wu - The International Journal of Advanced …, 2022 - Springer
In the modern era, welding systems have been made smart with the inclusion of
contemporary information technologies such as intelligent manufacturing and machine …
contemporary information technologies such as intelligent manufacturing and machine …
Post weld heat treatment optimization of dissimilar friction stir welded AA2024-T3 and AA7075-T651 using machine learning and metaheuristics
P Insua, W Nakkiew, W Wisittipanich - Materials, 2023 - mdpi.com
Post weld heat treatment, or PWHT, is often used to improve the mechanical properties of
materials that have been welded. Several publications have investigated the effects of the …
materials that have been welded. Several publications have investigated the effects of the …