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Assoc. Prof. Nguyen Sy Dung (Nguyen Sy Dzung)

Nguyen-Sy-Dung

Head of Division of Computational Mechatronics

Full-time researcher

H-Index (Scopus): 7; Citation (Scopus): > 154


 

1. EDUCATIONAL BACKGROUND

  • Graduated Mechanical Engineering at Nha Trang University – Vietnam, 1988.
  • M.E. in manufacturing engineering, HCM University of Technology – Vietnam, 2001.
  • Mechatronics Certificate, IPC – Netherlands, 2002.
  • Ph.D. in applied mechanics, Ho Chi Minh City University of Technology (HCMUT) – Vietnam National University, Ho Chi Minh City, Vietnam, 2011. 
  • Postdoctoral fellow in Mechatronics at Smart Structures and Systems Lab, Inha University – Korea, 2011-2013.
  • Postdoctoral fellow in Mechanical Engineering at Division of Mechanical System Engineering, Incheon National University – Korea, 2015-2017.

2. WORKING HISTORY

  • From 1989 to 1994: Engineer of Aquatic-Product Transport Company, 12 Bach Dang, Da Nang, Vietnam.
  • From 1994 to 2001: Teacher of Chau Thanh School, Ba Ria-Vung Tau Province, Vietnam.
  • From 2001 to 2005: Dean of Mechanical Faculty of Vung Tau Community College, Vung Tau City, Vietnam.
  • From 2005 to 3/2016: Lecturer of Industrial University of HCM City, 12 Nguyen Van Bao, Go vap District, HCM City, Vietnam.
  • From 1/4/2016 to now: Head of Division of Computational Mechatronics (DCME), Institute for Computational Science (INCOS) of Ton Duc Thang University.

3. RESEARCH INTERESTS

  • Establishing Adaptive Neuro-Fuzzy Inference System (ANFIS) and Applications
  • Intelligent Structures and Intelligent Control
  • Identifying and Predicting Damages of Structures (online and offline)
  • Big Data: Processing and Applying 

4. RESEARCH PROJECTS

[3]. Designing smart controller for suspension and establishing system of online monitoring technique condition of high-speed train (Principal Investigator, Grant no. 107.01-2016.22), National Foundation for Science and Technology Development of Vietnam (NAFOSTED), from 4/2017 to 4/2019 (Ongoing).

[2]. Establishing Fuzzy Logic System for Intelligent Suspension system as well as online Technique-Condition-Monitoring system of railroad cars ((Principal Investigator, Grant no. FOSTECT.2015.BR.05), Foundation for Science and Technology of Ton Duc Thang University (FOSTECT), from 12/2015 to 12/2016 (Completed)

[1]. Vibration Control and Online Technique Condition Monitoring Based on Artificial Intelligence – A Solution to Increasing Vietnam-Train Speed (Principal Investigator, Grant no. 107.01-2013.05), National Foundation for Science and Technology Development of Vietnam, NAFOSTED, from 3/2014 to 3/2016 (Completed).

5. PUBLICATIONS

  • Books: 

[1] Trong Hai Duong, Sy Dzung Nguyen, Minh Hien Hoang, An Adaptive Neuro-Fuzzy Inference System for Seasonal Forecasting of Tropical Cyclones Making Landfall along the Vietnam Coast, Advanced Computational Methods for Knowledge Engineering, Studies in Computational Intelligence, 2013.

  • Journals: 

[21]. Tae-Il Seo, Sy Dzung Nguyen*, Algorithm for Estimating Online Bearing Fault upon the Ability to Extract Meaningful Information from Big Data of Intelligent Structures, IEEE Transactions on Industrial Electronics, (2018) (SCI)

[20]. Sy Dzung Nguyen, Quoc Hung Nguyen, Bao Danh Lam, Seung-Bok Choi, A Fuzzy-Based Dynamic Inversion Controller with Application to Vibration Control of Vehicle Suspension System Subjected to Uncertainties, Journal of Systems and Control Engineering, (2018) (SCIE)

[19]. Sy Dzung Nguyen, Seung-Bok Choi, Quoc Hung Nguyen, A new fuzzy-disturbance observer-enhanced sliding controller for vibration control of a train-car suspension with magneto-rheological dampers, Mechanical Systems and Signal Processing, 105: 447-466 (2018) (SCIE)

[18]. Sy Dzung Nguyen, Seung-Bok Choi, Tae-Il Seo, Recurrent Mechanism and Impulse Noise Filter for Establishing ANFIS, IEEE Transactions on Fuzzy Systems, 26(2): 985-997 (2018) (SCI)

[17]. Sy Dzung Nguyen, Dongsoo Jung, Seung-Bok Choi, A robust vibration control of a magnetorheological damper based railway suspension using a novel adaptive type-2 fuzzy sliding mode controller, Shock and Vibration, 2017: 7306109, 14 pages, (2017) (SCIE)

[16]. Sy Dzung Nguyen, Hoang Duy Vo, Tae-Il Seo, Nonlinear Adaptive Control based on Fuzzy Sliding Mode Technique and Fuzzy-based Compensator, ISA Transactions, 70: 309-321 (2017) (SCIE)

[15]. Sy Dzung Nguyen, Huu-Vinh Ho, Thoi-Trung Nguyen, Nang Toan Truong, Tae-Il Seo, Novel fuzzy sliding controller for MRD suspensions subjected to uncertainty and disturbance, Engineering Applications of Artificial Intelligence, 61: 65-76 (2017) (SCIE)

[14]. Sy Dzung Nguyen, Quoc Hung Nguyen, Tae-Il Seo, ANFIS Deriving from Jointed Input-Output Data Space and Applying in Smart-Damper Identification, Applied Soft Computing, 53: 45-60 (2017) (SCIE)

[13]. Sy Dzung Nguyen, Wan Ho Kim, Jhin Ha Park, Seung-Bok Choi, A new fuzzy sliding mode controller for vibration control systems using integrated structure smart dampers, Smart Materials and Structures, 26(4), (2017) (SCI) 

[12]. Sy Dzung Nguyen, Seung-Bok Choi, Tae-Il Seo, Adaptive Fuzzy Sliding Control Enhanced by Compensation for Explicitly Unidentified Aspects, International Journal of Control, Automation and Systems, 15(6): 2906-2920, (2017) (SCIE) 

[11]. Sy Dzung Nguyen, Quoc Hung Nguyen, Nang Toan Truong, Designing optimal fuzzy-compensator-enhanced sliding controller for train-car semi-active suspensions, IEEE International Conference on Fuzzy Systems, (2017) (Scopus,Conference Proceedings)

[10]. Sy Dzung Nguyen, Tae-Il Seo, Establishing ANFIS and the Use for Predicting Sliding Control of Active Railway Suspension Systems Subjected to Uncertainties and Disturbances, International Journal of Machine Learning and Cybernetics, 9(5): 853-865, (2016) (SCIE) 

[9]. Sy Dzung Nguyen, Q. H. Nguyen, Design of Active Suspension Controller for Train Cars Based on Sliding Mode Control, Uncertainty Observer and Neuro-fuzzy System, Journal of Vibration and Control, 23(8): 1334-1353, (2015) (SCIE)

[8]. Sy Dzung Nguyen, Seung-Bok Choi, Design of a new adaptive neuro-fuzzy inference system based on a solution for clustering in a data potential field, Fuzzy Sets and Systems, 279: 64-86 (2015) (SCI) 

[7]. Sy Dzung Nguyen, Q. H. Nguyen, Seung-Bok Choi, Hybrid Clustering Based Fuzzy Structure for Vibration Control - A Hybrid Clustering Based Fuzzy Structure for Vibration Control - PART 2: An Application to Semi-Active Vehicle Seat-suspension System, Mechanical System and Signal Processing, 56-57: 288-301, (2015) (SCIE)

[6]. Sy Dzung Nguyen, Seung-Bok Choi, Q. H. Nguyen, An optimal design of interval type-2 fuzzy logic system with various experiments including magnetorheological fluid damper, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 1-17, (2014) (SCI)

[5]. Sy Dzung Nguyen, Q. H. Nguyen, Seung-Bok Choi, Hybrid clustering based fuzzy structure for vibration control – Part 1: A novel algorithm for building neuro-fuzzy system, Mechanical Systems and Signal Processing, 50-51: 510-525, (2014) (SCI) 

[4]. Sy Dzung Nguyen, K. N. Ngo, Q. T. Tran, Seung-Bok Choi, A New Method for Beam-Damage-Diagnosis Using Adaptive Fuzzy Neural Structure and Wavelet Analysis, Mechanical System and Signal Processing, 39: 181-194, (2013) (SCIE) 

[3]. Sy Dzung Nguyen, Seung-Bok Choi, A novel minimum-maximum data-clustering algorithm for vibration control of a semi-active vehicle suspension system, Journal of Automobile Engineering, Part D, IMechE, 0(0): 1-13, (2013) (SCI) 

[2]. Sy Dzung Nguyen, S. B. Choi, A new Neuro-Fuzzy Training Algorithm for Identifying Dynamic Characteristics of Smart Dampers, Smart Materials and Structures, 21(8): 085021, 1-14, (2012) (SCI)

[1]. Sy Dzung Nguyen, K. N. Ngo, An Adaptive Input Data Space Parting Solution to the Synthesis of Neuro-Fuzzy Models, International Journal of Control, Automation, and Systems, IJCAS, 6(6): 928-938 (2008) (SCIE) 

  • International Conferences: 

[6]. Sy Dzung Nguyen, Quoc Hung Nguyen, Bao-Danh Lam, Thanh-Phong Dao, Tae-Il Seo, Chang Woo Son, A controller for train-car semi-active suspensions based on fuzzy-predicting compensator and sliding mode technique, in 21st International Conference on Mechatronics Technology in Ho Chi Minh City, Vietnam, 20-23 October 2017.

[5]. Sy Dzung Nguyen, Quang Thinh Tran, Kieu Nhi Ngo, Tae-Il Seo, A Fuzzy Logic System Built based on Fuzzy Data Clustering and Differential Evolution for Fault Diagnosis, The 16th Asia Pacific Vibration Conference, Hanoi, Vietnam, 24-26 November 2015.  

[4]. Sy Dzung Nguyen, Kieu Nhi Ngo, Nang Toan Truong, Vien Quoc Nguyen, Tae Il Seo, An Adaptive Dynamic Inversion Controller for Active Railway Suspension Systems, The16th Asia Pacific Vibration Conference, Hanoi, Vietnam, 24-26 November 2015.

[3]. Sy Dzung Nguyen, Q. H. Nguyen, K. N. Ngo, X. P. Do, Seung Bok Choi, A Structure Damage-Locating Method Based on Wavelet Analysis and Type-2 Fuzzy Logic System, Proc. of SPIE, USA, 2014.

[2]. Sy Dzung Nguyen, K. N. Ngo, Q. H. Nguyen, Seung-Bok Choi, Diagnosis of Beam-Damage Location Using Neural Networks and Wavelet Analysis, The International Conference on Advances in Computational Mechanics, ACOME, August 2012.

[1]. Sy Dzung Nguyen, H. Q. Le., An adaptive algorithm for training of neural networks, The 2005 International Symposium on Advanced Engineering, Pukyong National University, Korea, December 2005.

6. EDITORIAL SERVICE

[1]. Guest Editor of Shock and Vibration, Hindawi in Special Issue on Active and Semiactive Vibration Control System Using Smart Materials (2015).

[2]. Editorial board member of Annals of Robotics and Automation (2017).