20 meilleures offres (stagiair, ruiselede, vlg) (à pourvoir)

INTERNSHIP/ THESIS - Fleet-Level Robust Modeling for Embedded Accelerometer Self-Diagnostics in Railway Systems
Televic Rail —Izegem
- Travail hybride
- Master
- Machine learning
- Production
Postuler rapidement
INTERNSHIP/ THESIS - AI supported hardware development and maintenance process
Televic Rail —Izegem
- Travail hybride
- Master
- Bachelier
- Machine learning
Postuler rapidement
Internship: Work on an operational level together with our development team
BESTMIX Software —Maldegem
- Travail hybride
- Informatique
- Informatique
- Java
Postuler rapidement
Internship Marketing: Pastry - Bread/Italian Savoury
Vandemoortele —Gand
- Marketing
- Master
- Gestion de projet
Internship Master: Finetuning a Large Language Model
BESTMIX Software —Maldegem
- Travail hybride
- Systèmes PGI
- Master
- Intelligence artificielle
Postuler rapidement
Part-time Research Assistant (60%)
Universiteit Gent —Gand
- Temps partiel
- Travail hybride
- Espagnol
- Recherche
- Bureau
INTERNSHIP - Host web application via VNC server on a PIS computer
Televic Rail —Izegem
- Travail hybride
- Master
- Bachelier
- Production
Postuler rapidement
Internship System Engineer - Microsoft Azure (Autumn 2026 or Spring 2027)
EASI SA —Gand
- Azure
- Master
- Bachelier
Stagiaire en salle de découpe
Delavi —Tielt
- Stage
- Compétences en communication
Internship Master: Developing a retrieval-augmented virtual assistant
BESTMIX Software —Maldegem
- Travail hybride
- Systèmes PGI
- Master
- SQL
Postuler rapidement
Stage bij Buurtslagers of Bon'Ap
Meat&More —Aalter
- Certificat de l'enseignement secondaire supérieur
- Stage
Marketing and Communication Intern
LOLO Ballerina —Sint-Martens-Latem
- Temps partiel
- Travail hybride
- Stage
Postuler rapidement
Looking for a diverse-skilled HR internship? Join our team!
BESTMIX Software —Maldegem
- Travail hybride
- Systèmes PGI
- Ressources humaines
- Stage
Postuler rapidement
Data Science Intern
Peripass —Gand
- Bachelier
- Machine learning
- Stage
INTERNSHIP SOCIAL MEDIA & CONTENT CREATION
BAVET —Sint-Martens-Latem
- Télétravail
- Stage
- Restaurant
Internship Network Security Engineer (Spring 2027)
EASI SA —Gand
- Master
- Bachelier
- IT
Stagiair(e) (ir.) architect
Stéphane Beel Architects —Gand
- AutoCAD
- Microsoft Office
- Stage
Stagiair Leveranciersboekhouding
Hedin Automotive Belgium —Gand
- Microsoft Excel
- Anglais
- Microsoft Office
Stage-Internship (master degree)
Bio Base Europe Pilot Plant —Gand
- Temps plein
- Master
- Stage
STAGIAIR
umain. —Eeklo
- Expérience en gestion d'équipe
- Anglais
- Bachelier

Je souhaite recevoir la dernière alerte Emploi pour les postes de ce type : stagiair (ruiselede, vlg)

En vous connectant à votre compte, vous acceptez les Conditions d'utilisation de SimplyHired et consentez à notre Politique relative aux cookies et Politique de confidentialité.

Afficher des offres d'emploi dans d'autres lieux

stagiair jobs near ruiselede, vlg

INTERNSHIP/ THESIS - Fleet-Level Robust Modeling for Embedded Accelerometer Self-Diagnostics in Railway Systems

Televic Rail
Izegem

Postuler rapidement

Détails de l'emploi

Stage

Qualifications

Master
Machine learning
Logiciel embarqué
Production

Description complète du poste

About Televic Rail:

With over 30 years of experience in designing, manufacturing and maintaining on-board communication and control systems, Televic Rail is a leading, trusted partner for railway operators and train builders worldwide. Its Passenger Information Systems and Control Systems are high quality, tailor-made solutions that offer the flexibility, user-friendliness and stability that our clients ask for. Our various types of on board control systems such as our bogie monitoring systems are innovative, yet reliable products designed specifically for the railway business. Trains and trams all around the world are equipped with Televic Rail solutions, from New Zealand to Canada, from China to the United States, from India to Belgium, England and France.

Your role:

This thesis addresses fleet-level consolidation of embedded machine learning models for accelerometer self-diagnostics in railway systems deployed on the COSAMIRA Edge platform. Each device currently learns the expected accelerometer behavior using speed and acceleration data and detects sensor faults through deviation from the learned model.

Such a system is used in large railway fleets where multiple trains of the same type operate under varying mechanical, environmental, and seasonal conditions. While per-device learning works, it does not generalize well across the fleet and may be sensitive to train-specific dynamics or temperature effects.

The objective of this thesis/internship is to design a method to collect learned models from selected devices, normalize and aggregate them into a single robust fleet-level model that remains stable despite inter-train disparities and seasonal variations.

Main challenges include:

Robust model aggregation under heterogeneous operating conditions
Outlier detection and rejection
Ensuring insensitivity to mechanical and environmental variability
Defining objective criteria to validate that local learning converged successfully
Extending both the learning and inference phases to improve robustness and early fault detection
The outcome will be a scalable fleet-intelligent framework for reliable embedded sensor health monitoring.

Extra info:

Level: Master
Domains: AI / Machine Learning, Embedded Software, Software
Type of work: Research: 20% - Implementation: 30% - Experimentation: 50%
Location: Televic
Number of students: 1

Postuler rapidement

Affinez votre recherche

stagiair emplois - ruiselede, vlg

INTERNSHIP/ THESIS - Fleet-Level Robust Modeling for Embedded Accelerometer Self-Diagnostics in Railway Systems

INTERNSHIP/ THESIS - AI supported hardware development and maintenance process

Internship: Work on an operational level together with our development team

Internship Marketing: Pastry - Bread/Italian Savoury

Internship Master: Finetuning a Large Language Model

Part-time Research Assistant (60%)

INTERNSHIP - Host web application via VNC server on a PIS computer

Internship System Engineer - Microsoft Azure (Autumn 2026 or Spring 2027)

Stagiaire en salle de découpe

Internship Master: Developing a retrieval-augmented virtual assistant

Stage bij Buurtslagers of Bon'Ap

Marketing and Communication Intern

Looking for a diverse-skilled HR internship? Join our team!

Data Science Intern

INTERNSHIP SOCIAL MEDIA & CONTENT CREATION

Internship Network Security Engineer (Spring 2027)

Stagiair(e) (ir.) architect

Stagiair Leveranciersboekhouding

Stage-Internship (master degree)

STAGIAIR

Je souhaite recevoir la dernière alerte Emploi pour les postes de ce type : stagiair (ruiselede, vlg)

Related Searches

Afficher des offres d'emploi dans d'autres lieux

Outils pour les chercheurs d'emploi

Outils Employeurs

Parcourir

Garder le contact