46 citations · 83 across the 17 of their papers we have counts for
4 papers · 1 filter
Smart structural health monitoring (SHM) system for on-board localization of defects in pipes using torsional ultrasonic guided waves
Sheetal Patil, Sauvik Banerjee, Siddharth Tallur
Most reported research for monitoring health of pipelines using ultrasonic guided waves (GW) typically utilize bulky piezoelectric transducer rings and laboratory-grade ultrasonic…
Classification of Various Types of Damages in Honeycomb Composite Sandwich Structures using Guided Wave Structural Health Monitoring
Shruti Sawant, Jeslin Thalapil, Siddharth Tallur +2
Classification of damages in honeycomb composite sandwich structure (HCSS) is important to decide remedial actions. However, previous studies have only detected damages using devia…
Unsupervised deep learning framework for temperature-compensated damage assessment using ultrasonic guided waves on edge device
Pankhi Kashyap, Kajal Shivgan, Sheetal Patil +4
Fueled by the rapid development of machine learning (ML) and greater access to cloud computing and graphics processing units (GPUs), various deep learning based models have been pr…
Environmental variation compensated damage classification and localization in ultrasonic guided wave SHM using self-learnt features and Gaussian mixture models
Shruti Sawant, Sheetal Patil, Jeslin Thalapil +2
Conventional damage localization algorithms used in ultrasonic guided wave-based structural health monitoring (GW-SHM) rely on physics-defined features of GW signals. In addition t…