Ngoc-Tri Ngo - Publications, H-index & Citations

Ngoc-Tri Ngo

national taiwan university of science & technology

21H指数

41论文数

1.8K被引数

收录论文 15

发表时间

Developing the hybrid BIM-BEM and jellyfish search optimization system for optimizing energy consumption and building installation costs

SCIENTIFIC REPORTS

IF3.9

2024-07-26

OAAI

Luong, Duc Long; Truong, Ngoc-Son; Ngo, Ngoc-Tri; Nguyen, Ngoc-Quang

Developing a hybrid time-series artificial intelligence model to forecast energy use in buildings

SCIENTIFIC REPORTS

IF3.9

2022-09-21

OAAI

Ngoc-Tri Ngo; Anh-Duc Pham; Thi Thu Ha Truong; Ngoc-Son Truong; Nhat-To Huynh

Axial strength prediction of steel tube confined concrete columns using a hybrid machine learning model

STRUCTURES

IF4.3

2022-02-01

PREAI

Ngo, Ngoc-Tri; Pham, Thi-Phuong-Trang; Le, Hoang An; Nguyen, Quang-Trung; Nguyen, Thi-Thao-Nguyen

Proposing a hybrid metaheuristic optimization algorithm and machine learning model for energy use forecast in non-residential buildings

SCIENTIFIC REPORTS

IF3.9

2022-01-20

OAAI

Ngo, Ngoc-Tri; Truong, Thi Thu Ha; Truong, Ngoc-Son; Pham, Anh-Duc; Huynh, Nhat-To; Pham, Tuan Minh; Pham, Vu Hong Son

Evolutionary bi-level model for optimizing ticket fares and operations profit of Taiwan high-speed rail 台湾高铁票价与运营利润优化的进化双层模型

RESEARCH IN TRANSPORTATION BUSINESS AND MANAGEMENT

IF4.4

2020-12-01

PREAI

Chou, Jui-Sheng; Ongkowijoyo, Citra S.; Ngoc-Tri Ngo; Chen, Shih-Yun

Predicting energy consumption in multiple buildings using machine learning for improving energy efficiency and sustainability

JOURNAL OF CLEANER PRODUCTION

IF10

2020-07-01

196

PREAI

Anh-Duc Pham; Ngoc-Tri Ngo; Thu Ha Truong Thi; Nhat-To Huynh; Ngoc-Son Truong

Enhancing building energy efficiency by adaptive facade: A computational optimization approach

APPLIED ENERGY

IF11

2020-05-01

PREAI

Dac-Khuong Bui; Tuan Ngoc Nguyen; Ghazlan, Abdallah; Ngoc-Tri Ngo; Tuan Duc Ngo

Hybrid machine learning for predicting strength of sustainable concrete

SOFT COMPUTING

IF2.5

2020-03-11

PREAI

Pham, Anh-Duc; Ngo, Ngoc-Tri; Nguyen, Quang-Trung; Truong, Ngoc-Son

Hybrid Machine Learning System to Forecast Electricity Consumption of Smart Grid-Based Air Conditioners 混合机器学习系统在智能电网空调用电量预测中的应用

ieee open journal of circuits and systems

IF4.4

2019-09-01

PREAI

Chou, Jui-Sheng; Hsu, Shu-Chien; Ngoc-Tri Ngo; Lin, Chih-Wei; Tsui, Chia-Chi

Continuous-time Bayesian calibration of energy models using BIM and energy data 使用BIM和能源数据对能源模型进行连续时间贝叶斯校准

ENERGY AND BUILDINGS

IF7.1

2019-07-01

PREAI

Chong, Adrian; Xu, Weili; Chao, Song; Ngoc-Tri Ngo

Shear strength prediction of reinforced concrete beams by baseline, ensemble, and hybrid machine learning models 通过基线，集成和混合机器学习模型预测钢筋混凝土梁的抗剪强度

SOFT COMPUTING

IF2.5

2019-05-30

PREAI

Chou, Jui-Sheng; Thi-Phuong-Trang Pham; Thi-Kha Nguyen; Anh-Duc Pham; Ngoc-Tri Ngo

Early predicting cooling loads for energy-efficient design in office buildings by machine learning

ENERGY AND BUILDINGS

IF7.1

2019-01-01

PREAI

Ngoc-Tri Ngo

Modified firefly algorithm for multidimensional optimization in structural design problems

STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

IF4

2016-12-02

PREAI

Chou, Jui-Sheng; Ngoc-Tri Ngo

Smart grid data analytics framework for increasing energy savings in residential buildings

AUTOMATION IN CONSTRUCTION

IF11.5

2016-12-01

PREAI

Chou, Jui-Sheng; Ngo, Ngoc-Tri

Time series analytics using sliding window metaheuristic optimization-based machine learning system for identifying building energy consumption patterns

APPLIED ENERGY

IF11

2016-09-01

129

PREAI

Chou, Jui-Sheng; Ngo, Ngoc-Tri

研究方向