Thông tin nhà nghiên cứu KH&CN

Mã NNC: CB.1489965

Nguyễn Thành Phương

Cơ quan/đơn vị công tác: Trường Đại học Nha Trang

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[1]

Giấy Khen

Đã có thành tích tiêu biểu xuất sắc trong công bố bài báo trên Tạp chí quốc tế uy tín
Trường Đại học Nha Trang - Năm xuất bản: 2025; ISSN/ISBN:
[2]

An incorporation of metaheuristic algorithm and two-stage deep learnings for fault classified framework for diesel generator maintenance

Thanh-Phuong Nguyen
Engineering Applications of Artificial Intelligence 151, 110688 - Năm xuất bản: 2025; ISSN/ISBN:
[3]

AIoT-based indoor air quality prediction for building using enhanced metaheuristic algorithm and hybrid deep learning

Thanh-Phuong Nguyen
Journal of Building Engineering, 105, 112448. - Năm xuất bản: 2025; ISSN/ISBN:
[4]

Online prognostic failure AIoT system for industrial generators maintenance service based two-stage deep learning algorithm

Da-Thao Nguyen, Thanh-Phuong Nguyen, Ming-Yuan Cho
Control Engineering Practice, 157, 106263. - Năm xuất bản: 2025; ISSN/ISBN:
[5]

A cloud-based leakage current classified system for high voltage insulators with improved particle swarm optimization and hybrid deep learning technique

Thanh-Phuong Nguyen, Ming-Yuan Cho
Engineering Applications of Artificial Intelligence, 143, 109987. - Năm xuất bản: 2025; ISSN/ISBN:
[6]

Cloud-based AIoT intelligent infrastructure for firefighting pump fault diagnosis-based hybrid CNN-GRU deep learning technique

Da-Thao Nguyen, Thanh-Phuong Nguyen, Ming-Yuan Cho
The Journal of Supercomputing, 81(3), 462. - Năm xuất bản: 2025; ISSN/ISBN:
[7]

Monthly Tourism Demand Forecasting With COVID‐19 Impact‐Based Hybrid Convolution Neural Network and Gate Recurrent Unit

Da Thao Nguyen, Yi‐min Li, Chi Lu Peng, Ming‐Yuan Cho, Thanh‐Phuong Nguyen
International Journal of Tourism Research, 26(6), e2812. - Năm xuất bản: 2024; ISSN/ISBN:
[8]

Eye tracking system to detect driver drowsiness

T. P. Nguyen; M. T. Chew; S. Demidenko
International conference on automation, robotics and applications (ICARA) - Năm xuất bản: 2015; ISSN/ISBN:
[9]

Deep Learning Method For Load Forecast In Smart Solar System Based Long Short-Term Memory

Khanh Nguyen Le Kim, Tien Nguyen Quoc, Phuong Nguyen Thanh
2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP) - Năm xuất bản: 2024; ISSN/ISBN:
[10]

A cloud 15kV-HDPE insulator leakage current classification based improved particle swarm optimization and LSTM-CNN deep learning approach

TN Da, PN Thanh, MY Cho
Swarm and Evolutionary Computation, Volume 91, 101755 - Năm xuất bản: 2024; ISSN/ISBN:
[11]

Complementary grid power prediction using artificial neural network in the energy management system of a disaster prevention smart solar microgrid

TP Nguyen, CT Yeh, MY Cho, YT Huang
International Journal of Smart Grid and Clean Energy 9 (5), 879-889 - Năm xuất bản: 2020; ISSN/ISBN:
[12]

Insulator Leakage Current Prediction Using Hybrid of Particle Swarm Optimization and Gene Algorithm‐Based Neural Network and Surface Spark Discharge Data

P Nguyen Thanh, MY Cho
Computational Intelligence and Neuroscience 2022 (1), 6379141 - Năm xuất bản: 2022; ISSN/ISBN:
[13]

Real-time leakage current classification of 15kV and 25kV distribution insulators based on bidirectional long short-term memory networks with deep learning machine

CT Yeh, PN Thanh, MY Cho
IEEE Access 10, 7128-7140 - Năm xuất bản: 2022; ISSN/ISBN:
[14]

Short-term three-phase load prediction with advanced metering infrastructure data in smart solar microgrid based convolution neural network bidirectional gated recurrent unit

PN Thanh, MY Cho, CL Chang, MJ Chen
IEEE Access 10, 68686-68699 - Năm xuất bản: 2022; ISSN/ISBN:
[15]

Convolutional neural network bidirectional long short-term memory to online classify the distribution insulator leakage currents

TP Nguyen, CT Yeh, MY Cho, CL Chang, MJ Chen
Electric Power Systems Research 208, 107923 - Năm xuất bản: 2022; ISSN/ISBN:
[16]

Short-term load power prediction based deep learning gated recurrent unit in solar power plant

CT Yeh, PN Thanh, MY Cho, TN Quoc
2022 5th Asia Conference on Energy and Electrical Engineering (ACEEE), 36-40 - Năm xuất bản: 2022; ISSN/ISBN:
[17]

Design and Construction of Microgrid in Small Factories

Y Chao-Tsung, PN Thanh, C Ming-Yuan, C Meng-Jie
2022 5th Asia Conference on Energy and Electrical Engineering (ACEEE), 85-89 - Năm xuất bản: 2022; ISSN/ISBN:
[18]

Predicting Leakage Current of Distribution Insulators Based Deep Learning Gated Recurrent Unit

PN Thanh, CT Yeh, MY Cho
2022 5th Asia Conference on Energy and Electrical Engineering (ACEEE), 46-50 - Năm xuất bản: 2022; ISSN/ISBN:
[19]

Short-term Solar Power Prediction using Long Short-Term Memory in Solar Plant with Deep Learning Machine

TN Da, L Yimin, CL Peng, MY Cho, KN Le Kim, PN Thanh
2022 6th International Conference on Green Technology and Sustainable - Năm xuất bản: 2022; ISSN/ISBN:
[20]

Three-Phase Load Prediction-Based Hybrid Convolution Neural Network Combined Bidirectional Long Short-Term Memory in Solar Power Plant

MYC Chien-Hsing Lee, Phuong Nguyen Thanh, Chao-Tsung Yeh
International Transction on Electrical Energy System 2022 - Năm xuất bản: 2022; ISSN/ISBN:
[21]

Multilevel categorizing leakage current of 15 kV HDPE insulators based bidirectional gated recurrent unit

PN Thanh, MY Cho
Measurement 202, 111779 - Năm xuất bản: 2022; ISSN/ISBN:
[22]

Online leakage current classification using convolutional neural network long short-term memory for high voltage insulators on web-based service

PN Thanh, MY Cho
Electric Power Systems Research 216, 109065 - Năm xuất bản: 2023; ISSN/ISBN:
[23]

Categorizing 15 kV High-Voltage HDPE Insulator’s Leakage Current Surges Based on Convolution Neural Network Gated Recurrent Unit

WB Liu, P Nguyen Thanh, MY Cho, T Nguyen Da
Energies 16 (5), 2500 - Năm xuất bản: 2023; ISSN/ISBN:
[24]

Tourism demand prediction after COVID-19 with deep learning hybrid CNN–LSTM—Case study of Vietnam and provinces

T Nguyen-Da, YM Li, CL Peng, MY Cho, P Nguyen-Thanh
Sustainability 15 (9), 7179 - Năm xuất bản: 2023; ISSN/ISBN:
[25]

Hourly load prediction based feature selection scheme and hybrid CNN‐LSTM method for building's smart solar microgrid

TN Da, MY Cho, PN Thanh
Expert Systems, e13539 - Năm xuất bản: 2024; ISSN/ISBN:
[26]

Failure Classified Method for Diesel Generators Based Long Short-Term Memory Approach

WB Liu, TM Bui, TN Quoc, MY Cho, TN Da, PN Thanh
2024 International Conference on System Science and Engineering (ICSSE), 1-6 - Năm xuất bản: 2024; ISSN/ISBN:
[27]

A Failure Diagnosis Approach for Firefighting Pump Based Deep Learning GRU Methodology

WB Liu, TM Bui, QN Doan, H Le Thi, TNT Thu, MY Cho, TN Da, PN Thanh
2024 International Conference on System Science and Engineering (ICSSE), 1-6 - Năm xuất bản: 2024; ISSN/ISBN:
[28]

Novel cloud-AIoT fault diagnosis for industrial diesel generators based hybrid deep learning CNN-BGRU algorithm

TN Da, PN Thanh, MY Cho
Internet of Things 26, 101164 - Năm xuất bản: 2024; ISSN/ISBN:
[29]

Optimizing K-means clustering center selection with density-based spatial cluster in radial basis function neural network for load forecasting of smart solar microgrid

T Nguyen Da, MY Cho, P Nguyen Thanh
Electrical Engineering, 1-16 - Năm xuất bản: 2024; ISSN/ISBN:
[30]

Advanced AIoT for failure classification of industrial diesel generators based hybrid deep learning CNN-BiLSTM algorithm

PN Thanh, MY Cho
Advanced Engineering Informatics 62, 102644 - Năm xuất bản: 2024; ISSN/ISBN:
[31]

Real-time AIoT anomaly detection for industrial diesel generator based an efficient deep learning CNN-LSTM in industry 4.0

T Nguyen-Da, P Nguyen-Thanh, MY Cho
Internet of Things 27, 101280 - Năm xuất bản: 2024; ISSN/ISBN: