Research and prediction of pipeline inspection gauges velocity based on simulation and neural network

• Published in: Measurement : journal of the International Measurement Confederation Vol. 224; p. 113847
• Main Authors: Yang, Yong, Zhang, Zeng-Meng, Jia, Yun-Rui, Zhang, Kang, Gong, Yong-Jun
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2024
• Subjects: FEM; Neural network; Pipeline inspection gauges; Velocity prediction; Velocity prediction; Neural network; Pipeline inspection gauges; FEM

•The FEM is utilized to examine the driving force and friction affecting PIGs of varying shapes and sizes.•The motion velocity of the PIGs is calculated based on simulation data, and the factors affecting velocity are also analyzed.•The polynomial fitting, SVM and neural network methods are employed...