Name

Ngoc Son Truong

Post

Ngoc Son Truong is currently a lecturer at the University of Danang – University of Science and Technology (DUT), Vietnam. He is a Ph.D candidate in the Division of Construction Engineering & Management, Faculty of Civil Engineering, Ho Chi Minh City University of Technology. Ngoc Son Truong does research in BIM, BEM, Machine learning, Project management.

Academic career

· Ph.D Candidate, Construction Management, Division of Construction Engineering & Management, Faculty of Civil Engineering, Ho Chi Minh City University of Technology, Viet Nam (from 2020).

· Master, Project Management, National Taiwan University of Science and Technology, Taiwan

· Bachelor, Construction Economics and Project Management, University of Technology, The University of Da Nang, Vietnam (2015).

Employment

Lecturer, Faculty of Project Management, University of Science and Technology, The University of Danang, Viet Nam, 2018 to present.

Research and development projects over the last 5 years

(1)  The research project “Developing a machine learning-based hybrid model for energy usage forecasting in non-residential buildings towards sustainable development”, 102.05-2019.01, granted by the National Foundation for Science and Technology Development (Nafosted), the Ministry of Science and Technology, Vietnam, 2019-2021.

Industry collaborations over the last 5 years

Patents and proprietary rights

Important publications over the last year

 [1] Ngoc-Tri Ngo, Anh-Duc Pham, Ngoc-Son Truong, Thi Thu Ha Truong, Nhat-To Huynh, “Hybrid Machine Learning for Time-Series Energy Data for Enhancing Energy Efficiency in Buildings”, International Conference on Computational Science (Springer, Cham), Computational Science – ICCS 2021, page 273-285

[2] Ngoc-Son Truong, Ngoc-Tri Ngo, Anh-Duc Pham, “Forecasting time-series energy data in buildings using an additive artificial intelligence model for improving energy efficiency”, Computational Intelligence and Neuroscience,2021, ISI-SCIE/Q1

[3] Ngoc-Son Truong, Luong Duc Long, Ngoc- Tri Ngo, Thao Linh Dang Ngoc , Quang Trung Nguyen, “Enhancing building with adaptive design objects using Building Information Modelling towards consuming energy efficacy in building”, The Second International Conference on Sustainable Civil Engineering and Architecture (ICSCEA) 2021,

[4] Ngoc-Tri Ngo, Anh-Duc Pham, Thi Thu Ha Truong, Ngoc-Son Truong, Nhat-To Huynh, Tuan Minh Pham, “An Ensemble Machine Learning Model for Enhancing the Prediction Accuracy of Energy Consumption in Buildings”, Arabian Journal for Science and Engineering (Springer Berlin Heidelberg) 06/2021, p11-13- SCIE/Q1

[5] Anh-Duc Pham, Ngoc-Tri Ngo, Thi Thu Ha Truong, Nhat-To Huynh, Ngoc-Son Truong, “Predicting energy consumption in multiple buildings using machine learning for improving energy efficiency and sustainability”, Journal of Cleaner Production (Elsevier) 07/2021, SCIE/Q1

[6] Anh-Duc Pham, Ngoc-Tri Ngo, Quang-Trung Nguyen, Ngoc-Son Truong, Hybrid machine learning for predicting strength of sustainable concrete, Soft Computing, 03/2020, SCIE/Q1.

[7] Jui-Sheng Chou, Ngoc-Son Truong, “Cloud forecasting system for monitoring and alerting of energy use by home appliances”, Volume 249, 1 September 2019, Pages 166-177, Applied Energy.

[8] Hoang, Phuong Hoa, Ngoc-Son Truong, Huynh, Vu Phuong Co, “Constructing material supply & storage graph optimization program in construction organization”, Journal of Ministry of Construction (ISSN 0866-0762), 07/2015.

[9] Pham, Anh-Duc; Ngoc-Son Truong; “Studying the application of Multiple-criteria decision-making method in construction management based on VBA”, The University of Da Nang, Journal of Science and Technology (ISSN 1859-1531), 03/2017.

Activities in specialist bodies over the last 5 years