Research and application of artificial intelligence techniques for wire arc additive manufacturing: a state-of-the-art review
Recent development in the Wire arc additive manufacturing (WAAM) provides a promising
alternative for fabricating high value-added medium to large metal components for many …
alternative for fabricating high value-added medium to large metal components for many …
Application of sensing techniques and artificial intelligence-based methods to laser welding real-time monitoring: A critical review of recent literature
Laser welding has been widely utilized in various industries. Effective real-time monitoring
technologies are critical for improving welding efficiency and guaranteeing the quality of …
technologies are critical for improving welding efficiency and guaranteeing the quality of …
Predicting characteristics of dissimilar laser welded polymeric joints using a multi-layer perceptrons model coupled with archimedes optimizer
EB Moustafa, A Elsheikh - Polymers, 2023 - mdpi.com
This study investigates the application of a coupled multi-layer perceptrons (MLP) model
with Archimedes optimizer (AO) to predict characteristics of dissimilar lap joints made of …
with Archimedes optimizer (AO) to predict characteristics of dissimilar lap joints made of …
[HTML][HTML] Machine learning and materials informatics approaches for predicting transverse mechanical properties of unidirectional CFRP composites with microvoids
The mechanical properties of composites are traditionally measured using numerical and
experimental approaches, which impede the innovation of materials due to the cost, time, or …
experimental approaches, which impede the innovation of materials due to the cost, time, or …
The first step towards intelligent wire arc additive manufacturing: An automatic bead modelling system using machine learning through industrial information …
Abstract Wire Arc Additive Manufacturing (WAAM) has revolutionized the manufacturing
paradigm for fabricating medium to large scale metallic parts featuring high buy-to-fly ratios …
paradigm for fabricating medium to large scale metallic parts featuring high buy-to-fly ratios …
Research on prediction model of geotechnical parameters based on BP neural network
K Cui, X Jing - Neural Computing and Applications, 2019 - Springer
With the vigorous development of the national economy, the pace and scale of urban
construction have been unfolded at an unprecedented speed. A large number of …
construction have been unfolded at an unprecedented speed. A large number of …
Towards sustainable smart cities: An empirical comparative assessment and development pattern optimization in China
X Li, PSW Fong, S Dai, Y Li - Journal of Cleaner Production, 2019 - Elsevier
Dramatically increased societal demands on the municipal services that contradict
environmental protection and information processing capability oriented to resource …
environmental protection and information processing capability oriented to resource …
Real-time penetration state monitoring using convolutional neural network for laser welding of tailor rolled blanks
Z Zhang, B Li, W Zhang, R Lu, S Wada… - Journal of Manufacturing …, 2020 - Elsevier
In this paper, an innovative monitoring system capable of diagnosing the penetration state
during the laser welding process is introduced, which consists of two main blocks: a coaxial …
during the laser welding process is introduced, which consists of two main blocks: a coaxial …
Research and prospect of welding monitoring technology based on machine vision
Welding monitoring technology based on machine vision has been widely researched in
academic and industry, especially in the background of Industry 4.0, in that it can contribute …
academic and industry, especially in the background of Industry 4.0, in that it can contribute …
Temperature error correction based on BP neural network in meteorological wireless sensor network
B Wang, X Gu, L Ma, S Yan - International Journal of …, 2017 - inderscienceonline.com
Using meteorological wireless sensor network (WSN) to monitor the air temperature (AT)
can greatly reduce the costs of monitoring. And it has the characteristics of easy deployment …
can greatly reduce the costs of monitoring. And it has the characteristics of easy deployment …