Master’s Thesis: Predictive Maintenance – Heating Elements

Master’s Thesis: Predictive Maintenance – Heating Elements

Master’s Thesis: Predictive Maintenance – Heating Elements

Master’s Thesis: Predictive Maintenance – Heating Elements

Winterhalter Gastronom GmbH

Maschinenbau, Betriebstechnik

Meckenbeuren

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  • Art der Anstellung: Vollzeit
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  • Zu den Ersten gehören

Master’s Thesis: Predictive Maintenance – Heating Elements

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Über diesen Job

We are Winterhalter, the warewashing specialist from Meckenbeuren. With over 2,000 employees at more than 40 locations worldwide, we are among the market leaders in commercial kitchen technology. Every day, our employees work toward perfect cleaning results, explore new paths, set industry standards, and inspire customers.

Shape the future with us as

WHAT WE NEED YOU FOR

  • You will design and write a master’s thesis on predictive maintenance for the electric heating elements of a commercial dishwasher.
  • The master's thesis should develop a holistic approach to AI-based condition monitoring of the heating elements – from suitable sensor technology and data acquisition to analysis and condition prediction.
  • You will analyze the current state of the art in predictive maintenance and condition monitoring for electric heating systems and derive relevant approaches for your work.
  • You will identify and evaluate suitable sensors and telemetry data for monitoring the condition of heating elements.
  • You will process and interpret the collected data, extract meaningful features, and develop condition indicators based on them.
  • You will develop a data-based analysis model that assesses the condition of the heating elements and predicts their remaining service life and failure probability.
  • You will independently conduct validation tests—either in the lab or under real operating conditions—and assess the accuracy of your predictions.
  • Collaboration with a parallel master's project is guaranteed in order to make optimal use of synergies in data structures, platforms, and methodological approaches.
  • You will systematically document your results and derive practical recommendations for implementation in series development.

WHAT WE’RE LOOKING FOR

  • You are enrolled in a master’s program in electrical engineering, mechatronics, mechanical engineering, computer science, or a comparable field.
  • You are interested in data analysis and hands-on development work.
  • You have basic knowledge of the design and use of sensor systems.
  • Initial experience in data analysis and machine learning (e.g., Python, C++) is an advantage.
  • You will have no difficulty familiarizing yourself with new topics.
  • Your analytical thinking, independent and structured work style, and strong communication skills help you tackle complex topics.
  • Knowledge in measurement and control technology or signal processing is desired.
  • Your excellent English skills enable you to write your thesis in English.
  • Supervision can be provided in both - German and English.

Ready to explore new paths, shape the market, and inspire customers? We look forward to your application!


Winterhalter Product & Production GmbH | Winterhalterstraße 2 – 12 | 88074 Meckenbeuren

»We know each other. From lunch break. Keyword: cafeteria.«

WELCOME TO WINTERHALTER

Even if you haven’t consciously noticed the name Winterhalter before, chances are we’ve already crossed paths—in a hotel on your last vacation, the restaurant around the corner, a trendy bar, a cafeteria, a canteen, or maybe even a football stadium.

Unternehmens-Details

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Winterhalter Gastronom GmbH

Maschinenbau, Betriebstechnik

1.001-5.000 Mitarbeitende

Meckenbeuren, Deutschland

Bewertung von Mitarbeitenden

Vorteile für Mitarbeitende

Flexible Arbeitszeiten
Home-Office
Kantine
Restaurant-Tickets
Kinderbetreuung
Betriebliche Altersvorsorge
Barrierefreiheit
Gesundheitsmaßnahmen
Betriebsarzt
Training
Parkplatz
Günstige Anbindung
Vorteile für Mitarbeitende
Firmenwagen
Smartphone
Gewinnbeteiligung
Veranstaltungen
Privat das Internet nutzen
Hunde willkommen

Unternehmenskultur

Unternehmenskultur

143 Mitarbeitende haben abgestimmt: Sie bewerten die Unternehmenskultur bei Winterhalter Gastronom GmbH als eher modern.Dies stimmt ungefähr mit dem Branchen-Durchschnitt überein.

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