Extension of a mobile measuring system by an AI-based image processing solution

Master thesis

At Fraunhofer, we invent the future - as the largest research organization for application-oriented research in Europe. Fraunhofer IOSB-INA in Lemgo offers committed employees exciting tasks with a lot of responsibility and creative freedom. Our mission is: "Empowering our Partners for the Digital Age". On behalf of our customers from the various sectors of business and government, we apply the latest findings from science and application to concrete projects in an interdisciplinary manner. We are one of the leading research institutions in the technology network "Intelligent Technical Systems Ostwestfalen-Lippe it's OWL".

Topic: Mobile analysis of production plants

The intelligent workpiece carrier "INAcarry" developed by Fraunhofer IOSB-INA is a mobile measurement system for monitoring production plants.In contrast to conventional systems for this purpose, the sensor box is not permanently mounted at a critical position, but is moved through the entire plant, e.g. on a workpiece carrier. In this way, measured values (e.g. vibration, temperature, humidity and volume) can be recorded plant-wide and the overall condition of the plant can be assessed on the basis of the evaluation. In this way, predictive maintenance of production plants can be realized.

Your tasks:

As part of the work, the intelligent workpiece carrier "INAcarry" is to be supplemented with an optical sensor as a visual data acquisition option. The goal is to transmit a video stream to an edge server that evaluates the incoming data using AI-based image processing algorithms and can detect anomalies in the system, such as a flashing signal lamp.

Development of an AI-based image processing system:

  • Concept
  • Installation and commissioning of a camera system on a single-board computer
  • Implementation of a video transmission in real time
  • Implementation of a video stream analysis e.g. with TensorFlow

Term:

  • approx. 4 months research work
  • approx. 4 months Master thesis

Questions about this position will be gladly answered:

M.Sc. Harry Fast
Research Associate Intelligent Sensor Systems
harry.fast@iosb-ina.fraunhofer.de
Telefon +49 5261 942 90-41