Structural fault diagnosis of UAV based on convolutional neural network and data processing technology

Crack detection of concrete structures using deep convolutional neural networks optimized by enhanced chicken swarm algorithm

(2022) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A convolutional neural network for pipe crack and leak detection in smart water network

(2022) Chi Zhang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Torsional capacity evaluation of RC beams using an improved bird swarm algorithm optimised 2D convolutional neural network

(2022) Yang Yu et al.   ENGINEERING STRUCTURES

Vision-based concrete crack detection using a hybrid framework considering noise effect

(2022) Yang Yu et al.   Journal of Building Engineering

Fault Detection and Identification Method for Quadcopter Based on Airframe Vibration Signals

(2021) Xiaomin Zhang et al.   SENSORS

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

(2021) Teja Kattenborn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Real-time multiple damage mapping using autonomous UAV and deep faster region-based neural networks for GPS-denied structures

(2021) Rahmat Ali et al.   AUTOMATION IN CONSTRUCTION

Structural damage identification using strain mode differences by the iFEM based on the convolutional neural network (CNN)

(2021) Mengying Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Review of Bridge Structural Health Monitoring Aided by Big Data and Artificial Intelligence: From Condition Assessment to Damage Detection

(2020) Limin Sun et al.   JOURNAL OF STRUCTURAL ENGINEERING

UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture

(2020) Vittorio Mazzia et al.   SENSORS

Precision Landing Test and Simulation of the Agricultural UAV on Apron

(2020) Yangyang Guo et al.   SENSORS

Unsupervised deep learning approach using a deep auto-encoder with an one-class support vector machine to detect structural damage

(2020) Zilong Wang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Gaussian Mixture Model and Self-Organizing Map Neural-Network-Based Coverage for Target Search in Curve-Shape Area

(2020) Peng Yao et al.   IEEE Transactions on Cybernetics

Vibration‐based structural state identification by a 1‐dimensional convolutional neural network

(2019) Youqi Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Convolutional Neural Network for Impact Detection and Characterization of Complex Composite Structures

(2019) Iuliana Tabian et al.   SENSORS

Autonomous UAVs for Structural Health Monitoring Using Deep Learning and an Ultrasonic Beacon System with Geo-Tagging

(2018) Dongho Kang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Fault State Recognition of Rolling Bearing Based Fully Convolutional Network

(2018) Wendong Zhang et al.   COMPUTING IN SCIENCE & ENGINEERING

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

1-D CNNs for structural damage detection: Verification on a structural health monitoring benchmark data

(2018) Osama Abdeljaber et al.   NEUROCOMPUTING

Structural Health Monitoring (SHM) and Determination of Surface Defects in Large Metallic Structures using Ultrasonic Guided Waves

(2018) Muntazir Abbas et al.   SENSORS

A novel deep learning-based method for damage identification of smart building structures

(2018) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Optimal UAV Route Planning for Coverage Search of Stationary Target in River

(2017) Peng Yao et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

An Adaptive Multi-Sensor Data Fusion Method Based on Deep Convolutional Neural Networks for Fault Diagnosis of Planetary Gearbox

(2017) Luyang Jing et al.   SENSORS

Unsupervised novelty detection–based structural damage localization using a density peaks-based fast clustering algorithm

(2017) Young-Jin Cha et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural Health Monitoring (SHM) of Civil Structures

(2017) Gangbing Song et al.   Applied Sciences-Basel

Motor Anomaly Detection for Unmanned Aerial Vehicles Using Reinforcement Learning

(2017) Huimin Lu et al.   IEEE Internet of Things Journal

Convolutional Neural Network Based Fault Detection for Rotating Machinery

(2016) Olivier Janssens et al.   JOURNAL OF SOUND AND VIBRATION

Prediction of GDP growth rate based on carbon dioxide (CO2) emissions

(2016) Vladislav Marjanović et al.   Journal of CO2 Utilization

Unmanned aerial systems for photogrammetry and remote sensing: A review

(2014) I. Colomina et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING