20 meilleures offres (stagiair, izegem) (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 - Host web application via VNC server on a PIS computer
Televic Rail —Izegem
- Travail hybride
- Master
- Bachelier
- Production
Postuler rapidement
STAGIAIR HR
Poulpharm —Izegem
- Recherche
- Bachelier
- Stage
il y a 5 jours
THESIS - Energy-Efficient on-sensor Signal Processing for Wireless Bearing Monitoring in Railway Applications
Televic Rail —Izegem
- Travail hybride
- Master
- Production
- Stage
Postuler rapidement
Marketing Intern (Go-to-Market & Campaign Support)
Televic Rail —Izegem
- Travail hybride
- Bachelier
- Stage
- Marketing
Postuler rapidement
Internship- Agentic AI for Documentation & Project Predictability
Barco —Courtrai
- Informatique
- APIs
- Intelligence artificielle
THESIS -Low-Complexity Adaptive Demodulation for Real-Time Embedded Condition Monitoring
Televic Rail —Izegem
- Travail hybride
- Master
- C++
- Production
Postuler rapidement
INTERNSHIP - Internal quality dashboard
Televic Rail —Izegem
- Travail hybride
- Bachelier
- Production
- Stage
Postuler rapidement
Stagiair(e) Accounting
Wever & Ducré —Courtrai
- Systèmes PGI
- Bachelier
- Stage
Stage Administratif, Logistique, Informatique H/F/X
Centre Hospitalier de Mouscron —Mouscron
- Hôpital
- Stage
THESIS - Health status of embedded devices installed on trains
Televic Rail —Izegem
- Travail hybride
- Master
- Bachelier
- Machine learning
Postuler rapidement
Stage / Alternance - Marketing & Communication (NL/FR)
Ice Mountain Adventure Park —Comines-Warneton
- Marketing
- Sens de l'organisation
- Stage
Postuler rapidement
il y a 13 jours
Stagiair Accountancy Kortrijk
HLB —Courtrai
- Microsoft Office
- Stage
Stage Médecin H/F/X
Centre Hospitalier de Mouscron —Mouscron
- Hôpital
- Stage
Stagiair Audit Kortrijk
HLB —Courtrai
- Microsoft Office
- Stage
Stage - Marketing & Communicatie (NL/FR)
Ice Mountain Adventure Park —Comines-Warneton
- Marketing
- Sens de l'organisation
- Stage
Postuler rapidement
il y a 13 jours
THESIS - Optimizing reliability, lifetime and power usage in LED displays
Televic Rail —Izegem
- Travail hybride
- Master
- Production
- Stage
Postuler rapidement
Internship Marketing (stage)
ION Develop Different —Waregem
- Marketing
- Bachelier
- Stage
Postuler rapidement
Technische stage (secundair)
Unilin —Waregem
- Certificat de l'enseignement secondaire supérieur
- Stage

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

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.

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 - izegem

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

INTERNSHIP/ THESIS - AI supported hardware development and maintenance process

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

STAGIAIR HR

THESIS - Energy-Efficient on-sensor Signal Processing for Wireless Bearing Monitoring in Railway Applications

Marketing Intern (Go-to-Market & Campaign Support)

Internship- Agentic AI for Documentation & Project Predictability

THESIS -Low-Complexity Adaptive Demodulation for Real-Time Embedded Condition Monitoring

INTERNSHIP - Internal quality dashboard

Stagiair(e) Accounting

Stage Administratif, Logistique, Informatique H/F/X

THESIS - Health status of embedded devices installed on trains

Stage / Alternance - Marketing & Communication (NL/FR)

Stagiair Accountancy Kortrijk

Stage Médecin H/F/X

Stagiair Audit Kortrijk

Stage - Marketing & Communicatie (NL/FR)

THESIS - Optimizing reliability, lifetime and power usage in LED displays

Internship Marketing (stage)

Technische stage (secundair)

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

Related Searches

Afficher des offres d'emploi dans d'autres lieux

Outils pour les chercheurs d'emploi

Outils Employeurs

Parcourir

Garder le contact