Duong Do Email & Phone Number

Tempe, Az, Us

Tempe, Arizona, United States

❖ Project 1: Robust Edge Network Planning under Uncertainty. - Mathematical model for resilient edge network planning under uncertainty. - Formulated uncertainty set of Attacker’s decision. - Proposed a novel Adaptive Robust Optimization model to find the optimal installation decision and workload allocation using a CCG-based iterative algorithm.❖ Project 3: Dynamic Resource Provisioning in Cloud Computing. - Research on designing an online auction mechanism carried out by cloud providers ensuring truthfulness, social welfare maximization.

Natural Science Campus, Yongin, Gyeonggi, South Korea

❖ Joined Project: - KEPCO, "Alpha grid platform design and element technology research", (2018.03-2021.02). - KETEP, "Voltage type HVDC power equipment monitoring and diagnosis technology development", (2017.11-2021.10). - NRF Korea, "Design of deep learning-based communication system: beam-forming and efficient operation method of multi-antenna system", (2017.04-2020.03).❖ Project 1: Mitigation Interference for Automotive Vehicle. - Conducted research on supervised learning such as SVM, FNN, CNNs for interference classification. - Studied generative nets such as AE, GAN, or cGAN for interference cancellation in FMCW automotive radars.❖ Project 2: Road Environment Classification for Automotive FMCW Radar Systems. - Defined transition regions and handle the imbalance data. - Developed CNNs model to recognize various road environments for an automotive FMCW radar system. - Using semi-supervised learning-based GANs to handle problems of labeled data deficiency in autonomous vehicles.❖ Project 3: Fault Diagnosis Based AI to Detect Defects in Transformers using UHF Drain Sensor. - Developed a UHF drain valve sensor to capture waves emitted by discharge defects inside transformers. - Processing 3D PRPDs signal to obtain 2D phase-amplitude response representation. - Developing a CNN model to address the essential requirements of PD source classification in power transformers. - Deployed faults classification model for transformer with TensorFlow Serving and Flask.❖ Project 4: Developing Deep Learning Model for Fault Prediction in GIS Systems. - Processing UHF waveform (250 MHz sampled data) to seek appropriate features. - Using extracted features from PRPD as input parameters of classifiers such as SVM, RNN to identify PD. - Find out ensemble models to improve PRPDs classification performance. - Detecting anomaly in GIS system using state-at-the-art deep learning techniques (AE, MemAE).

Seoul, South Korea

❖ Project: Bearingless Motor - Design coin distribution and calculate THD for a bearingless motor.

Dong Da, Hanoi, Vietnam

❖ Support local lecturers at the Faculty of Mechanical Engineering in the theoretical and exercise section of specialized courses. - Engineering Mechanics I - Engineering Mechanics II - Engineering Vibration❖ Graduation Project - Supervised research focused on the preparation and completion of an undergraduate thesis associated with the kinematics and dynamics of the manipulator.- Supervised a group of undergraduates' research focused on experimental design Taguchi method.❖ Supervising students in Experiment "Store".

Hai Ba Trung District, Hanoi, Vietnam

❖ Project 1: Optimal Vibration Control - Optimal control of transverse vibration of Euler- Bernoulli beam by MTMDs and MTLDs. - Optimal design for STMD, MTMDs and MTLDs using Taguchi’s Algorithm.❖ Project 2: Dynamic Response of Cracked Beam Structures❖ Project 3: Delta Rostock Robot Modelling ❖ Project 4: Tripper Cars Simulation

Hanoi, Vietnam

Math and Physics Teacher for classes of around 5-10 students and private tutor for over 20 students

Electrical And Electronics Engineering

Master Of Science - M.Sc, Electrical And Electronics Engineering

Activities and Societies: - Attendant of various conferences and academic research proposals. - Active Research in the Department.

Bachelor Of Science- B.Sc, Mechatronics, Robotics, And Automation Engineering (Talent Honors Program)

Activities and Societies: - Gifted student in the Talented Engineer's Program. - Active undergrad research under Prof. Dr.-Ing.habil.