Academic career

• 09/2011 - 08/2013, Lecturer, Vietnam-Korea University of Information and Communication Technology, Danang, Vietnam

  • In charge of teaching some subjects such as electronic circuit, firmware programming, and PCB artwork

  • Perform the research tasks

• 06/2020 - 01/2021, AI Developer and Team Leader, Intellicode Co. Ltd, Suwon, S. Korea

  • Raw data analysis

  • Develop the ML/DL model for water quality prediction and leakage forecasting

  • Develop Frontend and Backend of web application for monitoring and predicting water quality

  • Trouble shooting problems: testing

• 01/2021 – 03/2021, Professor Assistant, AI.Robotics Lab, Dong-A University Busan, S. Korea

  • Develop AI application for robotics and medical health system

  • Developed the robotics software, ROS, and robot vision

• 04/2021 – present R&D and Main Developer, BIT Technology Inc., Busan, S. Korea

Education

• 2006 - 2010, Bachelor Degree of Electronic and Telecommunication Engineering, Duy Tan University, Danang, Vietnam

• 2008 - 2010, Bachelor Degree of General Business Administrator, Duy Tan University, Danang, Vietnam

• 2007 - 2011, Bachelor Degree of Economic Law, Hanoi Open University, Branch of Danang, Vietnam

• 2013 - 2015, Master of Science in Electronic Engineering, Dong-A University, Busan, S. Korea

• 2015 - 2020, Ph.D in Electronic Engineering, Dong-A University, Busan, S. Korea

Research Interests

• Intelligent Control and Algorithm (GA, Neural Network, Fuzzy); Power Electronic (AC/DC inverter, DC/DC converter, Motor Control); Industrial Network Protocol (CAN bus, ModBus, EtherCAT); Embedded System Design; RTOS; Machine Learning/Deep Learning (Pattern Recognition, Data Analysis)

• Robotics: ROS (Robot Operating System), robot control (path and trajectory planning and navigation, forward and inverse kinematics), robot vision

Publications

Journal

1. T.-T. Tran, J.-W. Choi, T-T. H. Le, and J.-W. Kim, “A Comparative Study of Deep CNN in Forecasting and Classifying the Macronutrient Deficiencies on Development of Tomato Plant”, Applied Sciences, Vol. 9, No. 8, pp. 1-19, April 2019. (SCIE)

2. J.W. Choi, Y.L. Choi, T.T. Tran, G.S. Park, and J.W. Kim, “Development of cognitive agent for recognizing risk situation in the home using ontology”, Journal of Korean Institute of Intelligent Systems, Vol. 28, pp. 500-506, 2018. (KCI)

3. GS.Park, T.T. Tran, V.C. Dang, K.J. Gil, Y.B. Shin, and J.W. Kim, “A development of real-time monitoring system in industrial factory based on cloud platform using IoT device,” IEMEK Journal of Embedded Systems and Applications, Vol.13, pp. 25-32, 2018. (KCI/Best Paper)

4. T.T. Tran, T.X. Pham, J.W Kim, and B. Kang, “Identification of in-home appliance types based on analysis of current consumption using energy metering circuit”, IEMEK Journal of Embedded Systems and Applications, Vol. 12, pp. 79-88, 2017. (KCI)

5. Chien Van Dang, Tin Trung Tran, Trung Xuan Pham, KiJong Gil, Yong-Bin Shin, and Jong-Wook Kim, “Implementation of a refusable human-robot interaction task with humanoid robot by connecting Soar and ROS”, The Journal of Korea Robotics Society, Vol. 12, pp. 55-64, 2017. (KCI)

6. T. T. Tran, “A smart block for haptic interface with virtual reality contents for mild cognitive impairment patients”, Journal of Korean Institute Information Technology, Vol.15, pp. 41-47, March 2017. (KCI)

7. J.-W. Kim, T. T. Tran, V.C. Dang, and B. Kang, “Motion and walking stabilization of humanoids using sensory reflex control,” International Journal of Advanced Robotic Systems, Vol. 13, pp, 1-10, 2016. (SCIE)

8. Y.H. Lee, K.M. Kim, T.T. Tran, and J.W. Kim, “Development of robot contents to enhance cognitive ability for the elderly with mild cognitive impairment”, Journal of Korea Robotics Society, Vol. 11, pp. 41-50, June 2016. (KCI)

9. W. Han, T. T. Tran, J.-W. Kim, Y.-J. Kim, and S.-Y. Jung, “Mass ionized particle optimization algorithm applied to optimal FEA-based design of electric machine,” IEEE Transactions on Magnetics, Vol. 52, pp. 1-4, 2015. (SCIE)

10. T.T. Tran, C.V. Dang, J.I. Son, H.C. Kang, and J.W. Kim, “Development of transducer power control system for ultrasonic cleaning system”, Journal of Korean Institute of Information Technology, Vol. 13, pp. 17-24, 2015. (KCI)

11. Van Chien Dang, Trung Tin Tran, and Jong-Wook Kim, “Analysis of gait characteristics of walking in various emotion status”, Journal of Korean Institute of Intelligent Systems, Vol. 24, pp. 477-481, 2014. (KCI)

12. JaeHum Yun, Dang Van Chien, Tran Trung Tin, and Jong-Wook Kim, “Posture optimization for a humanoid robot using particle swarm optimization”, Journal of Korean Institute of Intelligent Systems, Vol. 24, pp. 450-456, 2014. (KCI)

Conference

1. T.T. Tran, “Quality monitoring method using machine learning for resistance spot welding”, 9th International conference on green and human information, 2020.

2. T.T. Tran, J.W. Choi, C.V. Dang, G.S. Park, J.Y. Baek, and J.W. Kim, “Recommender system with artificial intelligence for fitness assistance system”, 15th International Conference on Ubiquitous Robots (UR), p.p 489-492, 2018.

3. J.W. Choi, T.T. Tran, T.L.H. Thien, G.S. Park, C.V. Dang, and J.W. Kim, “A Nutrient Deficiency Prediction Method Using Deep Learning on Development of Tomato Fruits”, International Conference on Fuzzy Theory and Its Applications (iFuzzy), 2018.

4. C.V. Dang, T.T. Tran, K.J. Gil, Y.B. Shin, J.W. Choi, G.S. Park, and J.W. Kim, “Application of soar cognitive agent based on utilitarian ethics theory for home service robots”, 14th International conference on Ubiquitous Robots and Ambient Intelligence (URAI), 2017.

5. T.T. Tran, G.D. Lee, T.X. Pham, G.J. Kim, C.V. Dang, and J.W. Kim, “Identification of In-Home Appliances Through Analysis of Current Consumption”, Proceedings of the 10th International Conference on Ubiquitous Information, 2016.

6. T.T. Tran, X.T. Pham, M.T. Ngo, J.W. Kim, “Measurement of current magnitude for home appliances using smart e-meter”, Proceedings of KIIT Conference, p.p 279-283, 2015.

7. T.T. Tran, J.I. Son, V.C. Dang, and J.W. Kim, “Implementation of Phase Difference Detection Using Signals from Ultrasonic Generator”, KIEE summer conference, p.p 1033-1036, 2014.