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High-performance vision systems
the Control in Stuttgart, the AIT Center for Vision Automation Control presented its latest systems for optical quality inspection. The Hotel Savoyen in the revitalized building of the former [...] security (e.g. banknotes, passports, ID cards, etc.). "We presented a novel high-speed 3D imaging system perfectly suited for microscopic inline inspection of security features. This innovative approach [...] unit is required to calculate the surface normals," says Petra Thanner, an high-performance vision systems expert at AIT.
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Automated aerial vehicles support emergency forces
critical infrastructure. In the future, autonomous unmanned aerial vehicles, a powerful tracking antenna system and intelligent algorithms will support these tasks. While the autonomous UAV flies over the area [...] time, the data are securely transmitted to a ground station via a high-performance tracking antenna system without using high-bandwidth, low-latency infrastructure. There, intelligent algorithms analyse the
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AI & MACHINE LEARNING
- /en/research-topics/ai-machine-learning
Flexible Manufacturing Systems Solution Learning & Adaptive Mechatronic Systems Research Groups Involved Research Group Complex Dynamical Systems Research Group Assistive & Autonomous Systems × Kontakt Formular [...] Complex Dynamical Systems Center VAC +43 664 88904331 maximilian.liebetreu(at)ait.ac.at To the Center for Vision, Automation & Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous [...] Autonomous Systems Complex Dynamical Systems
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SYSTEM DESIGN, MODELLING & IDENTIFICATION
- /en/research-topics/system-design-modelling-identification
validation. Understanding a given system is vital to successfully and efficiently implement a model-based design process. System Analysis & Design Performing thorough system analysis from an early stage is [...] a seamless integration of system analysis into the system design workflow. We also optimise designs with respect to selection and integration of sensors and actuators. System Modelling The fundamental [...] backbone of highly innovative automation systems are mathematical models of the underlying system. Complex dynamical systems are characterised by challenging properties like nonlinearities, multiple-
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Control, Planning & Decision-Making
- /en/research-topics/control-planning-decision-making
Mechatronic Systems Lösung Sustainable & Optimal Manufacturing Systems Research Groups Involved Research Group Complex Dynamical Systems Research Group High-Performance Vision Systems × Kontakt Formular [...] enable accurate prediction of system behaviour constitute the basis for designing robust and adaptable solutions across all hierarchical layers of advanced automation systems. Finally, we employ adaptive [...] industrial standard for the control of real-world complex dynamical systems. Linear controllers disallow systematic consideration of the system-inherent properties like nonlinearities and couplings. As a result
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Perception, Localisation & Mapping
- /en/research-topics/perception-localisation-mapping
Assistance systems for trams Automated loading and transport processes in logistics (forklifts, cranes) Assistance systems for construction machinery Airspace surveillance and assistance systems for unmanned [...] Solutions Solution Robotic & Autonomous Systems Research Groups Involved Research Group Assistive & Autonomous Systems Forschungsgruppe Complex Dynamical Systems Selected Projects Autility / Smarter Hopper [...] Autonomous Systems Center VAC +43 664 8157877 manfred.gruber(at)ait.ac.at To the Center for Vision, Automation & Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous System Complex
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Sarah Schneider: From master thesis to paper publication to award ceremony
Sarah Schneider from the research group High-Performance Vision Systems at the Center for Vision, Automation & Control, has not only successfully completed her master thesis entitled " [...] Award 2022! Sarah Schneider is now already working on the next project at High-Performance Vision Systems, her dissertation on the topic "Explainable AI for Anomaly Detection". Congratulations on this success
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Adaptive current control method for solenoid valves
fluctuating, uncertain or unknown system parameters. In addition, adaptive control allows the same controller to be used in a class of structurally comparable systems. Due to the adaptive method, no manual [...] In hydraulic drive systems for commercial vehicles, such as excavators and cranes, solenoid valves are used for power distribution. These are usually subject to manufacturing tolerances and thus to large [...] solenoid valves. It consists of an adaptive model-based feedforward and feedback controller, The system parameters are estimated using a tailored recursive least squares method. The proposed solution differs
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Learning & Adaptive Mechatronic Systems
- /en/solutions/learning-adaptive-mechatronic-systems
automation components Mechatronic Design Mechatronic system design is the integrated design of a mechanical and electronic system and its embedded control system. Our mechatronic design methodology consists of [...] Learning & Adaptive Mechatronic Systems Learning & Adaptive Mechatronic Systems The four central requirements for industrial automation components are short commissioning time , high precision , reliability [...] meet these demands, we develop estimation and control algorithms for mechatronic systems. These algorithms enable system configurability and adaptability to constantly changing operating conditions. This
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The smallest details displayed in a big way
nbsp;Vision Systems research group at the AIT Center for Vision, Automation & Control the scientists presented, a novel light-field and photometry system is presented that [...] microscopic imaging with special projection optics to generate a parallax effect. This inline microscopic system, together with an image processing pipeline, delivers high-resolution 3D images at high speeds, by
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Detecting cracks in stainless steel
were. The AI system learned to reliably detect unwanted defects and to color-code them in the camera images. The inspection system developed by AIT has now been implemented as a pilot system at voestalpine [...] to shut down the grinding system during the inspection. "The employees:inside were already heavily involved in the development and are now using and further developing the system," reports Plant Manager [...] holistic solution The results are clearly displayed on a screen. With the help of this assistance system, employees no longer have to leave the test stand for the time-consuming visual inspection. This
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High energy savings through optimization of processes
consistently high quality," says Tobias Glück, head of the Competence Unit Complex Dynamical Systems. Use of the new process in practice The process is now being used in production operations at Plansee
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Sustainable & flexible Manufacturing Systems
- /en/solutions/sustainable-flexible-manufacturing-systems
Sustainable & flexible Manufacturing Systems Sustainable & flexible Manufacturing Systems The primary goals in manufacturing industry are maximum product quality, throughput, and efficiency. A great challenge [...] sensors, PLCs and IPCs. As part of a comprehensive system analysis and optimisation, we evaluate sensor and actuator concepts of brown field systems and offer advice on optimal placements of components [...] when looking at the underlying communication system. To expand the possibilities at the field level, our specifically developed, versatile Data Exchange System (CDES & MDES) strongly links OT to IT by connecting
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InVISION Top Innovations 2023: ICI:Microscopy
top innovation 2023 by inVISION. The 3D microscope was developed by the High-Performance Vision Systems research group at the Center for Vision, Automation and Control. The trade journal inVISION is the
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AIT hosts EMVA - International Vision Standards Meeting
the AIT Center for Vision, Automation & Control and its research group High-Performance Vision Systems will host the International Vision Standards Meeting (IVSM) from EMVA (https://www.emva.org/). The
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AIT hosts International Vision Standards Meeting of the EMVA
AIT Center for Vision, Automation & Control and its research group High-Performance Vision Systems will host the International Vision Standards Meeting (IVSM) / EMVA, April 17th-20th 2023. Two times
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Visit us at the Control trade fair in Stuttgart
Once again, this year the research group High-Performance Vision Systems/ Center for Vision, Automation & Control will be present at the Control trade fair - the International Trade Fair for Quality
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ELEVATING POSITIONING AND NAVIGATION IN CITY-BASED CONSUMER APPS
the VAC, emphasises that “Although egeniouss will be compatible with other satellite navigation systems, such as GPS, GLONASS, BeiDou etc., only the European GNSS infrastructure offers the ideal foundation [...] of rail infrastructure and enable accurate tracking of trams for enriched passenger information systems. Autonomous vehicles greatly benefit from egeniouss’ accurate localisation capability for safety
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Standards for multi-billion vision-tech market
standards in the machine vision industry and thus promote the worldwide interoperability of cameras, systems and software applications. The organising association was the European Machine Vision Association [...] presentation on Fiber Optic Acoustic Sensing. Markus Clabian, head of the High-Performance Vision Systems research group at the Center for Vision, Automation & Control (VAC) comments: "For us, it was
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Petra Thanner on the question – Machine Vision 2040: will the challenges be solved?
AIT Senior Research Engineer Petra Thanner (Research Group High-Performance Vision Systems/ Center for Vision, Automation & Control) represented the AIT Austrian Institute of Technology at the Business [...] transition from quality inspection to quality-controlled production. In this sense, machine vision systems are no longer separate sensors. They must be an integrated part of holistic sensor and parameter [...] the value chain and the human operator in addition to direct process parameters. Machine vision systems and AI-based decision making have the potential to create important conditions for a more sustainable