Improving electric energy consumption prediction using CNN and Bi-LSTM

T Le, MT Vo, B Vo, E Hwang, S Rho, SW Baik - Applied Sciences, 2019 - mdpi.com
The electric energy consumption prediction (EECP) is an essential and complex task in
intelligent power management system. EECP plays a significant role in drawing up a …

Underground sewer pipe condition assessment based on convolutional neural networks

SI Hassan, LM Dang, I Mehmood, S Im, C Choi… - Automation in …, 2019 - Elsevier
Surveys for assessing the condition of sewer pipeline systems are mainly based on video
surveillance or CCTV, which is a time-consuming process that relies heavily on human labor …

NURBS-based postbuckling analysis of functionally graded carbon nanotube-reinforced composite shells

TN Nguyen, CH Thai, AT Luu, H Nguyen-Xuan… - Computer Methods in …, 2019 - Elsevier
An investigation into the postbuckling and geometrically nonlinear behaviors of functionally
graded carbon nanotube-reinforced composite (FG-CNTRC) shells is carried out in this …

A C0-HSDT free vibration of magneto-electro-elastic functionally graded porous plates using a moving Kriging meshfree method

PT Hung, CH Thai, P Phung-Van - Aerospace Science and Technology, 2023 - Elsevier
This research examines the natural vibration analysis of magneto-electro-elastic functionally
graded porous (MEE-FGP) plates. The study employs a moving Kriging (MK) meshfree …

Nonlinear static and dynamic isogeometric analysis of functionally graded microplates with graphene-based nanofillers reinforcement

NV Nguyen, DH Phan, J Lee - Aerospace Science and Technology, 2022 - Elsevier
The main contribution of this study is to propose an efficient and straightforward numerical
model for exploring size-dependent geometrically nonlinear static and dynamic …

Dynamics of perforated nanobeams subject to moving mass using the nonlocal strain gradient theory

AA Abdelrahman, I Esen, C Özarpa… - Applied Mathematical …, 2021 - Elsevier
In the present manuscript, based on the nonlocal strain gradient theory, a nonclassical
dynamic finite element model is developed to study and analyze the dynamic behavior of …

A meshfree approach using naturally stabilized nodal integration for multilayer FG GPLRC complicated plate structures

CH Thai, P Phung-Van - Engineering Analysis with Boundary Elements, 2020 - Elsevier
In this study, a meshfree approach using a naturally stabilized nodal integration (NSNI)
integrated with a higher-order shear deformation theory (HSDT) for free vibration analysis of …

Face image manipulation detection based on a convolutional neural network

LM Dang, SI Hassan, S Im, H Moon - Expert Systems with Applications, 2019 - Elsevier
Facial image manipulation is a particular instance of digital image tampering, which is done
by compositing a region from one facial image into another facial image. Fake images …

A hybrid approach using oversampling technique and cost‐sensitive learning for bankruptcy prediction

T Le, MT Vo, B Vo, MY Lee, SW Baik - Complexity, 2019 - Wiley Online Library
The diagnosis of bankruptcy companies becomes extremely important for business owners,
banks, governments, securities investors, and economic stakeholders to optimize the …

A novel analysis-prediction approach for geometrically nonlinear problems using group method of data handling

TN Nguyen, S Lee, H Nguyen-Xuan, J Lee - Computer Methods in Applied …, 2019 - Elsevier
A novel analysis-prediction (ANP) approach for geometrically nonlinear problems of solid
mechanics is for the first time proposed in this paper. The key concept of this approach is:(1) …