A novel machine-learning based on the global search techniques using vectorized data for damage detection in structures

Modeling of the viscoelastic properties of thermoset vinyl ester nanocomposite using artificial neural network

(2020) Mohammad A. Omari et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Applications of machine learning to machine fault diagnosis: A review and roadmap

(2020) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An efficient approach to model updating for a multispan railway bridge using orthogonal diagonalization combined with improved particle swarm optimization

(2020) H. Tran-Ngoc et al.   JOURNAL OF SOUND AND VIBRATION

A fast conformal predictive system with regularized extreme learning machine

(2020) Di Wang et al.   NEURAL NETWORKS

Improved ANN technique combined with Jaya algorithm for crack identification in plates using XIGA and experimental analysis

(2020) S. Khatir et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

Prediction of load-displacement curve in a complex structure using artificial neural networks: A study on a long bone

(2020) Hadi Rahmanpanah et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

MOVA/MOSS: Two integrated software solutions for comprehensive Structural Health Monitoring of structures

(2020) Enrique García-Macías et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization

(2020) Sergio Cantero-Chinchilla et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Extraction of structural modal information using acoustic sensor measurements and machine learning

(2019) Zhaoshuo Jiang et al.   JOURNAL OF SOUND AND VIBRATION

Damage assessment in composite laminates using ANN-PSO-IGA and Cornwell indicator

(2019) Samir Khatir et al.   COMPOSITE STRUCTURES

Structural health monitoring of an operational bridge: A case study

(2019) Marco Gatti   ENGINEERING STRUCTURES

An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm

(2019) H. Tran-Ngoc et al.   ENGINEERING STRUCTURES

Online sequential class-specific extreme learning machine for binary imbalanced learning

(2019) Sanyam Shukla et al.   NEURAL NETWORKS

A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia

(2019) Cosimo Ieracitano et al.   NEURAL NETWORKS

Simulation-driven machine learning: Bearing fault classification

(2018) Cameron Sobie et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Investigating a common premise in structural health monitoring: Are higher modal frequencies more sensitive to an incipient crack on a beam than lower ones?

(2018) Hyun Woo Park et al.   ENGINEERING STRUCTURES

A novel approach to surface defect detection

(2018) Yihui Da et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Deep learning and its applications to machine health monitoring

(2018) Rui Zhao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Model Updating for Nam O Bridge Using Particle Swarm Optimization Algorithm and Genetic Algorithm

(2018) H. Tran-Ngoc et al.   SENSORS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Experimental studies on damage detection of beam structures with wavelet transform

(2011) N. Wu et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Asymptotic modeling of the long-period oscillations of tribological parameters in the wear process of metals under heavy duty sliding conditions with application to structural health monitoring

(2010) Ivan I. Argatov et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Autoregressive modeling with state-space embedding vectors for damage detection under operational variability

(2010) E. Figueiredo et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Health monitoring of bolted joints via electrical conductivity measurements

(2010) Ivan Argatov et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE

Finite element model updating and structural damage identification using OMAX data

(2010) Edwin Reynders et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA

(2009) Machavaram Rajendra et al.   FUEL

Optimal measurement setup for damage detection in piezoelectric plates

(2008) G. Rus et al.   INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE