Internship - Anomaly Detection On Mechatronics Data

il y a 1 mois

Izegem, Belgique Televic Temps plein

DOMAIN- ENGINEER - SOFTWARE- MARKET- RAIL- LOCATION- IZEGEM, BELGIUMTelevic 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 which are 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

Topic

To increase the quality of railway service it is important to detect and repair faults in rail tracks before they hinder safe railway service. Nowadays, the tracks are periodically inspected by specialized trains. However, this inspection can not be performed often enough to guarantee the integrity of the tracks. This often leads to halted services at inconvenient times such as morning rush hour.

Televic has developed a mechatronics sensor system that can be equipped on any train and which allows high frequency monitoring of the tracks. However, to extract upcoming track faults this data needs to be continuously monitored by highly experienced workers.

This thesis will try to use anomaly detection algorithms to automate this process. The thesis student will first select the most promising anomaly detection algorithm and then use this algorithm to develop and verify a tool that performs this automatic anomaly detection. The thesis student will verify his system will real-life data.

Specifics
- Level: Academic Master, PhD
- Specialty: AI / Machine Learning
- Type of work: Research: 30%, Implem.: 30%, Experim.: 40%
- Location: Televic, University
- Type of activities: Programming, Experimenting, Literature study
- Number of students: 1 or 2

INTERESTED IN THIS JOB?

If you have any questions our HR representative is happy to help you.
- Yana Feyers- T- +32 51 30 30 45

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