Work

PLI and CNN-BiLSTM: An Enhanced Data Augmentation and Deep Learning Approach for Defect Recognition in Spiral Welded Pipe Based on Ultrasonic Guided Waves

Year: 2025

Type: article

Source: IEEE Sensors Journal

DOI: 10.1109/jsen.2025.3602431

Authors: Song Yang, Hongmei Shi, Jianbo Yin, Xining Xu, Jiayi Yao, Shi Liu

Institutions: Beijing Jiaotong University, University of Science and Technology Beijing

Language: English

Topic: Ultrasonics and Acoustic Wave Propagation

Subfield: Mechanics of Materials

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

Funders: State Key Laboratory of Advanced Metallurgy, Fundamental Research Funds for the Central Universities

Awards: G2686115104, G8690858758

OpenAlex ID: W4413887110

FWCI: 0.329

Cites: 44

Cited by: 1

Related to: 10