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Faculty of Mechanical, Maritime and Materials Engineering.
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Reducing large data for efficient perception in driverless vehicles
‘Tensor Decomposition for Efficient Robotic Perception’ is a Cohesion project, bringing together Dr Kim Batselier of 3mE’s Delft Center for System and Control (DCSC) and Dr Julian Kooij of the Intelligent Vehicles group at the department of Cognitive Robotics (CoR). Their aim is to use the mathematical concept of Tensor Decomposition to compress the huge amounts of sensory data perceived by driverless vehicles to improve their overall efficiency.
Robotic physical therapy for safe shoulder rehabilitation
Research shows that shoulders recover better and more quickly if they are manipulated more often and put through a wider range of movements. This demands a better insight into the working of the shoulder joint, which is where robots can play an important role. Dr Ajay Seth collaborated with Dr Luka Peternel and post-doctoral researcher, Dr Micah Prendergast to design a ‘biomechanics aware’ robotic system that delivers optimal rehabilitation of rotator-cuff injuries within self-defined safety limits.
The science and “alchemy” of making sustainable steels
Maria Santofimia Navarro is world famous for her work on advanced high strength steels. Together with her team at TU Delft’s Faculty of Mechanical Maritime and Materials Engineering (3mE), Santofimia combines fundamental theoretical research, advanced simulation techniques and high-resolution experiments to explain how the structure of steel at the microscopic level has a huge influence on the physical properties of the material. With this new knowledge about the microstructure of materials, Santofimia is designing “greener”, more sustainable types of steel.
An additional wind turbine out of thin air
A single wind turbine generates most electricity when directly facing the wind. But for a wind farm, this may put wind turbines in each other’s wake (“wind shadow”), thereby limiting overall performance. Maarten van den Broek develops an algorithm for optimising the yaw angle of all wind turbines in a wind farm in real-time, landing him the award for Best Energy Paper of TU Delft.
The importance of Open Science for the maritime industry
Ships aren’t the only structures to have a hard time at sea. The emergence of offshore wind farms has only increased the need for knowledge about the impact of waves on maritime structures. Peter Wellens is an expert in this field. He wants the results of his research to be shared as quickly and as widely as possible, with other researchers as well as with the industry.
Multi-scale modelling of hydrogen embrittlement inspires state-of-the-art simulations for hydrogen storage
For the past two years, quantum sensing technology specialist Richard Norte (Department of Precision Microsystems Engineering) has been working intensively with machine learning expert Miguel Bessa (Department of Materials Science & Engineering) - a collaboration that has led to a real breakthrough in science.
Underwater localisation using magnetic fields
How do you navigate equipment over the seabed when there’s no light and no GPS signal? The most energy efficient and least environmentally disruptive solution may be to create magnetic fields maps. Manon Kok of the Delft Centre for Systems and Control (DCSC) and Rudy Helmons at the department of Maritime and Transport Technology (MTT) are collaborating on a 4-year Cohesion Project entitled Enhanced Underwater Localisation using the Magnetic Field.
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