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AI-enabled automation – How intelligent machines support humans

- Technical University Berlin Prof. Ph.D. Matthias Scheutz - Tufts University Prof.in Dr.in Elisabeth André - University of Augsburg Dr. Johannes Winter - L3S Research Center PUBLIC DISCUSSION DIGITAL

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Automation technology

• /en/blog/automation-technology

have been developed for evaluating the camera data, which, among other things, create lightning-fast 3D reconstructions of the objects to be inspected, in which the smallest defects on the surface can be [...] radar sensors or laser measurements. Mathematical methods can be used to create a highly accurate 3D model of the environment, which is then segmented in a next step. Individual objects - such as a traffic [...] André (University of Augsburg), Manfred Tscheligi (University of Salzburg, AIT), and Johannes Winter (L3S). The panel discussion aims to provide concrete answers on how intelligent machines can help in addressing

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Perception, Localisation & Mapping

• /en/research-topics/perception-localisation-mapping

navigation, and correct handling of objects by machines (e.g. crane or forklift) requires not only 2D but also 3D modeling of the surroundings based on point clouds provided by laser scanners, stereo camera systems [...] therefore researched methods of object classification, semantic environment segmentation, tracking and 3D pose estimation, trained networks and built the necessary computing infrastructure. We are also in

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AIT and TU Delft launch international doctoral programme on the sustainable transformation of the energy system using artificial intelligence

generated by the six PhD candidates on the new programme will create the scientific framework for using artificial intelligence and machine learning in developing energy infrastructure. The PhD programme will [...] Together with the PhD programme, we have created the framework for our talent to explore the most relevant questions. I am looking forward to our exciting cooperation." Announcement of PhD positions: https://www [...] Austrian Institute of Technology and TU Delft are launching their first joint doctoral programme (PhD programme) in the winter semester of 2022/23. By cooperating in the use of artificial intelligence (AI)

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High-profile debate on intelligent machines

systems, radar and laser measurements, and mathematical methods are used to create a highly accurate 3D model of the environment, which is then segmented in a next step. Individual objects - such as a traffic [...] André (University of Augsburg), Manfred Tscheligi (University of Salzburg, AIT), and Johannes Winter (L3S). The panel discussion identified numerous application areas where intelligent machines can help us

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AIT- the hotspot for scientific excellence in machine vision

gave research a special stage with the established AIT lecture series, the Scientific Vision Days. 3D Surface Inspection Under the motto "From Sensor to Decision", AIT scientists gave live demonstrations [...] p; With the miniaturized 3D stereo scanning system, the smallest cavities can be measured and exact digital replicas can be created. It impresses with its small size of only 3mm. - xposure:photometry:

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Sarah Schneider: From master thesis to paper publication to award ceremony

been published in the journal "Acta Biomaterialia" as part of a paper. The paper "An ultrastructural 3D reconstruction method for observing the arrangement of collagen fibrils and proteoglycans in the human [...] Verena Horak, Kristian Bredies, Gerhard A. Holzapfel, Thomas Pock, Gerhard Sommer: An ultrastructural 3D reconstruction method for observing the arrangement of collagen fibrils and proteoglycans in the human

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The smallest details displayed in a big way

This inline microscopic system, together with an image processing pipeline, delivers high-resolution 3D images at high speeds, by using a lateral transport stage changing the optical perspective. Scanning

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Detecting cracks in stainless steel

step using photometric methods: In this process, in addition to detailed and high-contrast 2D images, an exact 3D model of the surface is also calculated, in which surface defects become even more clearly

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Flex+

• /en/research-topics/flexibility-business-models/projects/flex

Plattform und User Interface pdf (9 MB) D11 Public pdf (792 KB) D13 Beschreibung vom Referenzgebäudel pdf (3 MB) D15 Empfehlungsbericht inkl. Gesamtvalidierung pdf (1 MB) D14 Leitfaden für die Anbindung an die [...] Flexibilitätspotentiale pdf (3 MB) D8 Beschreibung der Ergebnisse der dynamischen Schnittstelle pdf (5 MB) D9 Beschreibung der Algorithmen und Bewertung der Skalierbarkeit pdf (8 MB) D10 Beschreibung Flex+ Plattform [...] report (only german) D5 Spezifikation der Geschäftsmodelle pdf (7 MB) D6 Eigeninteressen der Prosumer und dynamische Interaktionsmöglichkeiten zwischen Aggregator und Prosumer pdf (1 MB) D7 Beschreibung der

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Increase quality through optical inspection

• /en/blog/increase-quality-through-optical-inspection

application examples: 3D image with texture (01) and precise 3D reconstruction (02) of a coin; all-in-focus color image of a printed circuit board (03); 3D image with texture (04) and precise 3D reconstruction [...] imaging (ICI) for many years. For example, they have developed a sensor that enables simultaneous 2D and 3D inspection of moving objects. "In combination with intelligent algorithms, the AIT-ICI technology [...] step using photometric methods: In this process, in addition to detailed and high-contrast 2D images, an exact 3D model of the surface is also calculated, in which surface defects become even more clearly

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BatWoMan: Climate-friendly batteries for the mobility of tomorrow

title: "Carbon Neutral European Battery Cell Production with Sustainable, Innovative Processes and 3D Electrode Design to Manufacture") led by the AIT Austrian Institute of Technology comes in: Together

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InVISION Top Innovations 2023: ICI:Microscopy

ICI:Microscopy for 3D high-performance inline quality inspection was awarded as a top innovation 2023 by inVISION. The 3D microscope was developed by the High-Performance Vision Systems research group [...] on variant of Inline Computational Imaging (ICI) technology. This enables inline 3D microscopy with up to 60 million 3D points/s. Scanning speeds of up to 12mm per second can be achieved with a lateral [...] information pls check : https://intranet.ait.ac.at/newsroom/up-to-date/news/detail/?tx_ttnews%5Btt_news%5D=7143&cHash=085236deedd9da11aecea876c199bd10 https://invision-news.de/top-innovations/

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BIM – Building Information Modeling

• /en/themen/efficient-buildings-and-hvac-technologies/projekte/bim-building-information-modeling

innovative Methode vernetzt die Planung, Ausführung und Bewirtschaftung von Gebäuden in einem digitalen 3D-Datenmodell und verspricht mehr Planungssicherheit, Effizienzsteigerungen und Kostenersparnisse. Damit

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Sustainable & Smart Battery Manufacturing

• /en/research-topics/sustainable-smart-battery-manufacturing

co-authors Key Perspective on post-lithium battery electrolytes in Nature Reviews Chemistry [more] A3PS General Assembly 2025 and Labtour at AIT in Vienna [more] ORF Autofocus: Electrically on the move

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Battery Materials & Characterization

• /en/research-topics/translate-to-english-battery-materials-characterization

damian.cupid(at)ait.ac.at News AIT battery researcher Miljana Vuksanovic wins Poster Award at the A3PS conference [more] Solid State Batteries: Paper from AIT researchers as Cover Feature in Chemistry

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TransportBuddy

• /en/research-topics/integrated-digital-urban-planning/projects/transportbuddy

an autonomous vehicle with people in its environment. The new approach of seamlessly integrating a 3D physics simulation for vehicles modelling with a passenger flow simulation allowed to model real scenarios

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EMPOWER

• /en/research-topics/electric-powertrains/projects/empower

technology bricks: (1) a modular vehicle system architecture, (2) a modular high voltage architecture, (3) a modular low-voltage E/E architecture, (4) a fuel cell system with high reliability, extended operational [...] such as rail or water." Kickoff in Vienna Project video Funding frame: Horizon Europe HORIZON-CL5-2022-D5-01-08: Modular multi-powertrain zero-emission systems for HDV (BEV and FCEV) for efficient and economic

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EU project EMPOWER has started: Development of two zero-emission trucks

technology bricks: (1) a modular vehicle system architecture, (2) a modular high voltage architecture, (3) a modular low-voltage E/E architecture, (4) a fuel cell system with high reliability, extended operational [...] Liquide France Industrie FPT Motorenforschung AG Funding Frame: Horizon Europe HORIZON-CL5-2022-D5-01-08: Modular multi-powertrain zero-emission systems for HDV (BEV and FCEV) for efficient and economic

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Platform-ZERO aims to reach zero defect manufacturing for the photovoltaic industry

and is being further developed for this application, among others. It combines very fast optical 2D and 3D inspection methods with intelligent algorithms. This allows us to detect even the finest defects

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