For a pre-established Matlab script of a function that predicts an output data according to a new input data, the work consists in developping a Matlab script that can :
--> Simulation with online data :
- Connect Matlab with an OPC solution: client / server, make prediction with online data from sensors coming from the server via the OPC solution. Write then the predicted output to the OPC server.
--> Adaptive learning
- Add an adaptive learning functionality in order to update the learning data systematically: Just in time, (optionnaly: recursive model or Moving window).
--> Data outlier elimination before each model training
- Filter the training data using a multivariate method of eliminating outliers.
About the recuiterMember since May 20, 2018 Sujay Dayalan
from Sachsen, Germany