Khoa T. Email & Phone Number

France

Ile-De-France, France

# Time Series Analysis, Discriptive Statistics, Principle Component Analysis, Non-supervised Learning, Python, Pandas, Scikit-learn, Docker, Nuclear Plant, Renewable Energy, Predictive MaintenanceApplication of Machine Learning in health monitoring of nuclear plants :- Acquire knowledge on the operation of the main control loops of interest- Develop the automatic identification and extraction of transient states from plants operational data- Construct perfomance indexes that characterizes the control quality during transient states- Analyse process performance scores using descriptive statistics and PCA- Identify different functional modes using non supervised machine learning methods (k-means & SVM)- Implement the Python-based solution developped to detect and anticipate operation drifts

Ile-De-France, France

# Nonlinear Model Identification, Simulation, Optimisation, Extended Kalman Filter, Matlab/Simulink, NOxTrap, Motor Engine, Rapid PrototypeModel identification and prediction of NOxTrap exhausted gas.- Pre-process the experimental data- Identify the exhausted gas models by optimization using MatLab- Literature review of cutting-edge observer for time-variant, nonlinear systems- Apply an adaptive high-gain Extended Kalman Filter using identified models- Modify the algorithm to deal with hypotheses that do not hold in reality- Validate the results on MatLab/Simulink simulation - Test the results on real vehicle using rapid prototype- Edit a patent document for the developed strategy- Present and transmit the results to different teams

Nancy, France

# Data Analysis, Black-box Model Identification, Harris Index, Minimum Variance Control, Statistic Estimation, Matlab, CONTSID, Flight Control, Predictive maintenanceApplication of system identification in predictive maintenance of civil aircraftUnder the instructions of Professor Huges Garnier• Analyze data provided by Dassault Aviation - Data classification and segmentation - Reconstruction of the control system input • Apply model identification in the surveillance of control system health - Criteria of Harris index and zero-crossing method - Black-box model identification with CONTSID toolbox (running in MatLab) - Cross-validation of identified models - Evolution of the model parameters over time - Design a MatLab demo for the identification - surveillance process• Edit a report for Dassault on the developed tool (in English)

Porsgrunn, Norway

Supervising of Lab sessions on transformer and synchronous / asynchronous machines (Bac+3 level)• Prepare and verify the materials condition before and after lab sessions• Instruct and support students• Edit the Lab resume for each session

Vendome, France

• Software development in Java - Encrypt / Decrypt and update Excel datasheets - Generate and print automatically barcode tags and inventory sheets - Design an user interface using JavaFx• Implementation of a barcode-based inventory system for a 50,000€ workshop - Configure the barcode scanners - Generate barcode tags and inventory sheets for in-stock materials

Master'S Degree, Control Theory

Enrolled courses : - Semester 1 + Linear systems control (model reduction, LQ, Kalman filter) + Geometry control + Stability of nonlinear.

Industrial Engineering, Control Engineering

Principal courses + Control systems + Signal processing + Machine learning and deep learning + Data analysis + Image processing.

Eramus Exchange, Industrial Engineering

Principal courses + Control Engineering + Dynamic Simulation and Control Design + Scientific Computing + Multivariate Data Analysis +.