Experimental crack identification of API X70 steel pipeline using improved Artificial Neural Networks based on Whale Optimization Algorithm

• Published in: Mechanics of materials Vol. 166; p. 104200
• Main Authors: Ouladbrahim, A., Belaidi, I., Khatir, S., Magagnini, E., Capozucca, R., Abdel Wahab, M.
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.03.2022
• Subjects: AOA-ANN; Crack identification; GA-ANN; GTN damage Model; WOA; WOA-BAT-ANN; Crack identification; GTN; WOABAT; AOA; ASTM; GTN damage Model; WOA-BAT-ANN; WOA; AOA-ANN; GA; GA-ANN

Intelligent systems have recently received recognition for their ability to solve extremely complicated and multidimensional problems. Artificial Neural Networks (ANN) has quite a lot of success in overcoming such issues, but some limitation can be found. The present study discusses in detail the ap...