Project: Support and development for system behavior management
Model development: Build, develop and implement neural network models (like Pandas framework)
Tools development: Convert the data streaming to data object (Tensor)
Result: Create the NN model based on requirement of clients to classify the data streaming
Deployment: Model tested and validated on Gitlab/Nexus
Project: “Smart farming” - solution for « Apiary connected »
Embedded System IOT: Build the apiary connected (Arduino + sensor + wifi/Bluetooth)
Data processing: Signal treatment, data streaming (historical or real time) on different types of data
Data collection: Create a system to automatically crawl data from different sources
Databases: Study features of data management system (cloud Mongo Atlas)
Web development: Create a service RESTFUL API to demonstrate the system collection
Model development Apply machine learning models to time series data and to get notification
Result: Create a supervisor system to help apicultures predict the state/risk of their apiaries
Project: Motor control and diagnostics system (air/combustion system)
Model development: Apply the new strategy research to modeling based on the control law
Embedded System: Programming ECU (control unit) according to requirement of client
Simulation: Test the modeling with the real signals and treat the signal output (MIL, MBD)
Validation: Pass the rules MIXA (MAXAM), ISO 26262
Test on bench: Hardware in the loop
Result: Improve system according to the client’s requirements
Project: Speed control of electrical excavator
Model development: Apply the new strategy research to modeling based on the control law
Embedded System: Programming microAutobox (DSPace)
Simulation: Test the modeling with the real signals and treat the signal output (MIL, MBD)
ï« Study Robot and AI
ï« Image treatment on python (OpenCV)
ï« Goals: Object detection by the Robots communicated (team work)
Project: Support and development application for electrical vehicles connected
Algorithm for Rollover: Explanation the risks rollover when using “vehicle tracking” on GPS
Application developemnt: Programing an application to remote vehicle and display the principal information
Communication system: Vehicles are connected to internet via the Wifi with a help of converter (CAN/Wifi)