Scientific Research Publishing

Xue, Z., Xu, C. and Wen, D. (2022) Structural Damage Detection Based on One-Dimensional Convolutional Neural Network. Applied Sciences, 13, Article 140.

ABSTRACT: Structural health monitoring (SHM) is critical for ensuring the safety and serviceability of civil infrastructures. Traditional vibration-based damage detection methods often rely on ...
Scientific Research Publishing

Damage Detection in Simply Supported Beams Using 1D Convolutional Neural Networks with Vibration Signals ()

1 Guangzhou Railway Polytechnic, Guangzhou, China. 2 School of Intelligent Construction and Civil Engineering, Zhongyuan University of Technology, Zhengzhou, China. 3 Research Center for Wind ...
pv magazine International

PV module fault diagnosis uses convolutional neural network

Researchers in China have created a dataset of various PV faults and normalized it to accommodate different array sizes and typologies. After testing the new approach in combination with the 1D-CNN ...
ALZFORUM

Can a Pen Powered by AI Detect Parkinson’s?

Parkinson’s disease (PD) is the second most common neurodegenerative disorder, after Alzheimer’s. Clinicians often use the mnemonic TRAP to recall its four key motor symptoms: tremor, rigidity, ...
IEEE

A 1D Convolutional Neural Network for Heartbeat Classification from Single Lead ECG

Abstract: The advent of low-cost wearable Internet of Things (IoT) sensors has made it possible to continuously acquire physiological signals such as electrocardiogram (ECG) for long durations.