Student Projects

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Build a Digital Image Correlation (DIC) set-up for mechanical test monitoring

Create a high-precision dual-camera DIC setup running on Python capable of measuring strain fields during mono-axial tests. Implementation of the hardware (2 cameras and respective optics, holders, lights...), software (image acquisition, synchronization, processing, calibration of the system with open source Python libraries Pyxel and OpenCV) and validation of the system.

Keywords

Digital Image Correlation Computer vision (OpenCV, NumPy, SciPy) Mechanical testing (strain field computation)

Labels

Master Thesis

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Published since: 2025-11-07 , Earliest start: 2025-11-17

Organization Advanced Manufacturing

Hosts Martin Noémie

Topics Information, Computing and Communication Sciences , Engineering and Technology

Process monitoring and optimization in grinding technology

Artificial intelligence (AI) is increasingly applied in manufacturing to enhance production efficiency and product quality. In grinding, typically the final step in machining, workpiece is subjected to intense thermo-mechanical loads, which can result in surface defects like grinding burn. Traditional detection methods, such as nital etching, remain widely used but are subjective, time-consuming, and environmentally unsustainable. In contrast, modern process monitoring techniques based on data-driven approaches offer more scalable and efficient alternatives. In collaboration with our industry partner, we are developing an innovative monitoring framework integrating advanced signal processing and machine learning to reduce setup time for new components, improve production efficiency, and ensure product quality.

Keywords

Artificial intelligence (AI), Machine learning (ML), manufacturing, grinding, signal processing

Labels

Semester Project , Bachelor Thesis , Master Thesis , ETH Zurich (ETHZ)

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Published since: 2025-09-17 , Earliest start: 2025-10-01

Organization Institute of Machine Tools and Manufacturing

Hosts Ilten Mert

Topics Engineering and Technology

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