Advanced deep learning model-based impact characterization method for composite laminates

A new multi-objective Bayesian optimization formulation with the acquisition function for convergence and diversity

(2020) Leshi Shu et al.   JOURNAL OF MECHANICAL DESIGN

Impact characterisation of draped composite structures made of plain-weave carbon/epoxy prepregs utilising smart grid fabric consisting of ferroelectric ribbon sensors

(2020) Kyung-Chae Jung et al.   COMPOSITE STRUCTURES

Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network

(2020) Kai Zhang et al.   SENSORS

Damage assessment of carbon fibre reinforced plastic using acoustic emission technique: experimental and numerical approach

(2020) Claudia Barile et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep learning for impact detection in composite plates with sparsely integrated sensors

(2020) Andreas Maximilian Damm et al.   Smart Materials and Structures

Determination of Impact Damage in CFRP via PVDF Signal Analysis with Support Vector Machine

(2020) Hyun-Taik Oh et al.   Materials

Application of NDT thermographic imaging of aerospace structures

(2019) Shakeb Deane et al.   INFRARED PHYSICS & TECHNOLOGY

Performance evaluation of smart grid fabrics comprising carbon dry fabrics and PVDF ribbon sensors for structural health monitoring

(2019) Kyung-Chae Jung et al.   COMPOSITES PART B-ENGINEERING

Impact Localization and Severity Estimation on Composite Structure Using Fiber Bragg Grating Sensors by Least Square Support Vector Regression

(2019) Amitabha Datta et al.   IEEE SENSORS JOURNAL

Times-series data augmentation and deep learning for construction equipment activity recognition

(2019) Khandakar M. Rashid et al.   ADVANCED ENGINEERING INFORMATICS

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

(2019) Iuliana Tabian et al.   SENSORS

Draping simulation of carbon/epoxy plain weave fabrics with non-orthogonal constitutive model and material behavior analysis of the cured structure

(2018) Min-Gu Han et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Characterization of low-velocity impact-induced damages in carbon/epoxy composite laminates using a poly(vinylidene fluoride–trifluoroethylene) film sensor

(2018) Ji-Hun Bae et al.   COMPOSITES PART B-ENGINEERING

A PVDF-Based Sensor for Internal Stress Monitoring of a Concrete-Filled Steel Tubular (CFST) Column Subject to Impact Loads

(2018) Guofeng Du et al.   SENSORS

A new non-linear framework for localization of acoustic sources

(2018) Avik Kumar Das et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Impact Damage Localisation with Piezoelectric Sensors under Operational and Environmental Conditions

(2017) et al.   SENSORS

Sequential exploration-exploitation with dynamic trade-off for efficient reliability analysis of complex engineered systems

(2017) MK Sadoughi et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Damage evaluation of laminated composites under low-velocity impact tests using acoustic emission method

(2016) Ali Mahdian et al.   JOURNAL OF COMPOSITE MATERIALS

Acoustic emission assessment of interface cracking in thermal barrier coatings

(2015) Li Yang et al.   ACTA MECHANICA SINICA

Design and fabrication of a metal-composite hybrid wheel with a friction damping layer for enhancement of ride comfort

(2015) Ji-Hun Bae et al.   COMPOSITE STRUCTURES

Using silane-functionalized graphene oxides for enhancing the interfacial bonding strength of carbon/epoxy composites

(2015) Chang Yeong Lee et al.   COMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING

Effect of temperature on low velocity impact damage and post-impact flexural strength of CFRP assessed using ultrasonic C-scan and micro-focus computed tomography

(2014) R. Suvarna et al.   COMPOSITES PART B-ENGINEERING

Identification of impact force for smart composite stiffened panels

(2013) M Ghajari et al.   Smart Materials and Structures

Determination of impact location on composite stiffened panels

(2012) Z Sharif-Khodaei et al.   Smart Materials and Structures

Lightweight design and crash analysis of composite frontal impact energy absorbing structures

(2011) Jovan Obradovic et al.   COMPOSITE STRUCTURES

On acoustic emission for failure investigation in CFRP: Pattern recognition and peak frequency analyses

(2010) R. Gutkin et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Real-time acoustic emission testing based on wavelet transform for the failure process of thermal barrier coatings

(2008) L. Yang et al.   APPLIED PHYSICS LETTERS