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Kategorien
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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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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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Automation technology
- /en/blog/automation-technology
"predictive maintenance". Here, AI systems learn a connection between certain measurement data and the performance of machines. If there is a major deviation from the expected system behavior, this is automatically [...] and thus avoided. AI systems are also increasingly being used to ensure or increase the quality of industrial goods. Here, modern inspection systems play a major role, such as those being developed at the [...] use this information to optimize system behavior, save resources and make decisions about what to do next," explains Andreas Kugi, professor of complex dynamic systems at the Institute of Automation and
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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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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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Forum Alpbach TEC
- /en/blog/forum-alpbach-tec
has become a top issue of our days. A comprehensive transformation of our energy system is necessary - towards a system that simultaneously ensures security of supply and climate protection. A panel of [...] Financing of Europe's Future; and The Future of Democracy and the Rule of Law in Europe. How our energy system is becoming more resilient, sustainable and secure The energy crisis is coming to a head more and [...] (voestalpine) and Sabine Herlitschka (Infineon) - will look for ways to completely rethink our energy system. The panel will discuss fundamental requirements for the future energy supply and ways to make our
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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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What drives young female researchers
- /en/blog/what-drives-young-female-researchers
Scientist, Spatial Planner My Impact: To increase road safety for (unprotected) people through new systems and forms of mobility and to create real benefits. My Vision: Vision Zero, i.e. a world without traffic [...] Engineer, Energy Engineer My Impact: to set up simulation and calculation models to evaluate energy systems in order to contribute to 100% renewable electricity in Austria by 2030. My Vision: To make sustainable
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Art and science
- /en/blog/art-and-science
AIT, used spirography to address the constant changes in society and technology. Complex dynamic systems After the finale of the project " capture " with a (virtual) talk between Judith Fegerl, AIT managing [...] The Viennese artist duo Process Studio will cooperate with the Competence Unit Complex Dynamical Systems of the AIT Center for Vision, Automation & Control. ABOUT ARTTEC at AIT Since 2016, the ARTTEC art
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Award for AIT Startup Initiative
- /en/blog/award-for-ait-startup-initiative
to its modular design, the system can be adapted precisely to the requirements of individual chronic diseases such as diabetes, heart failure or high blood pressure. The system also finds application in [...] modular digital health solution to support therapy for chronically ill people. In this telehealth system, the patient transmits his or her vital data via app to the attending physician or therapist, who
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AIT develops method for lithium measurement
- /en/blog/ait-develops-method-for-lithium-measurement
devices, for all types of electric vehicles and, increasingly, for use in stationary energy storage systems due to their comparatively high energy density and service life. It was only logical that the 2019
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Paths to the Great Transformation
- /en/blog/paths-to-the-great-transformation
and should be shaped. The climate system is linked to the economic system, which in turn is inextricably interwoven with society - and society is the most complex system of all, as Stefan Thurner, head of [...] behavior and habits in such a way that the socioeconomic network changes in such a way that the climate system is relieved. The main problem with this, he said, is timing: "Climate change will produce social
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Putting people at the center
- /en/blog/putting-people-at-the-center
European Green Deal and the EU digitization strategy. As Andreas Kugi, professor of complex dynamic systems at the Technical University and co-director of the Center for Vision, Automation & Control at the [...] and machine - and combine them in a meaningful way," says Kugi. To establish such collaborative systems, it is necessary to design the interfaces between humans and machines in such a way that they are [...] about profound social change and a comprehensive process of transformation in social and economic systems. The main part of the book explores the question of how the human factor is integrated in the various
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An electric vehicle of a very different kind: EMPA-Trac
- /en/blog/an-electric-vehicle-of-a-very-different-kind-empa-trac
energy and transport systems Electromobility, however, is much more than just building electric cars: In order for them to be used optimally, many parts of the transport and energy system must also be adapted [...] Transport at the AIT Austrian Institute of Technology. That means taking a close look at the overall system. Electrification opens up completely new possibilities - from the design of the structure and the [...] practical tests will subsequently take place. It will probably take another one to two years before the system is ready for series production. This will also require legal changes, because the type of modularity
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Well cared for: new telehealth system for people in quara
- /en/blog/well-cared-for-new-telehealth-system-for-people-in-quara
receive ongoing care from healthcare professionals through a new telehealth system. This provides relief for the healthcare system while ensuring a high level of safety for the affected individuals. Domestic [...] measures to contain the spread of the Corona virus. This significantly reduces the burden on the health system - both in terms of hospital capacity and that of health authorities, such as the 1450 hotline. However [...] potentially severe consequences must not be overlooked. This is made possible by a new telehealth system that is now being used in Tyrol as part of a research project. It enables close monitoring of symptoms
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Training for the defense against cyber attacks
- /en/blog/training-for-the-defense-against-cyber-attacks
doesn't matter whether we're talking about companies, IT systems, production facilities, traffic systems or power plants: All systems are becoming increasingly complex as a result of ongoing digitization [...] Institute of Technology. Therefore, a so-called "cyberrange" was developed, in which a real system (e.g. an IT system in a factory or in a nuclear power plant) is simulated and in which processes and actions [...] 18.01.2021 Modern simulation systems enable realistic testing of measures against cyberattacks. Often, it is not until you play through a situation that you realize which skills are still missing. It doesn't
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How older people benefit from self-driving cars
- /en/blog/how-older-people-benefit-from-self-driving-cars
could come up short in highly automated traffic systems. This must be prevented by thoughtful design of the systems. Getty Images Automated transport systems can improve mobility, autonomy and quality of [...] of the systems From the requirements and acceptance analyses, the AIT researchers deduce that the special needs of older people must be taken into account when designing transportation systems and, in [...] groceries home to wheelchairs with emergency assistants and walkers with intelligent navigation systems. But how do those affected see it? Do older people view these innovations as positively as many experts
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Learning together from the COVID crisis
- /en/blog/learning-together-from-the-covid-crisis
light many weaknesses in our economic and social system. For example, we have had to recognize that our social life is being affected and health systems are being overstretched, that supply chains have [...] four topics that have emerged in the crisis as particularly relevant for our economic and social system and that are closely interlinked: In addition to the area of "Distancing," these are the topics of [...] gained in the course of the Corona crisis about the high relevance of an intact and agile healthcare system. Meanwhile, the sector is facing a digital transformation, and this is forcing stakeholders to rethink
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"We need a fast track for innovation"
- /en/blog/we-need-a-fast-track-for-innovation
Energy, outlined the two most important directions in which research must go: "The future energy system will be based on the two energy carriers electricity and hydrogen". On the one hand, he said, the [...] of "green" hydrogen, and on the other hand, on the integration of these technologies into energy systems in order to be able to exploit all the potential for the interaction of the different sectors. At [...] problems in the discussion " Cybersecurity in the Digital Age." "We're building more and more complex systems, we're connecting everything to everything else. This creates new threats - and we therefore need
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High-tech in the fight against fake news
- /en/blog/high-tech-in-the-fight-against-fake-news
similar can be applied to videos. In the "face swapping" process, an AI system learns to reconstruct the face of person A. Another system analyzes movement patterns of person B. In the next step, A's face is [...] 05.11.2020 A software system is being developed at the AIT Austrian Institute of Technology that bundles indications of fake texts, images, audio signals and videos and uses them to produce an overall [...] faked images are so-called "Generative Adversorial Networks" (GAN). These are two deep-learning systems coupled together: a "generator" artificially creates images, and a "discriminator" tries to classify