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Autonomous working machines
scheduled to go into operation in summer 2022. Contact Patrik Zips Senior Scientist Complex Dynamical Systems Center for Vision, Automation & Control patrik.zips@ait.ac.at
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DraussenDaheim
- /en/research-topics/drc/projects/draussendaheim
all groups can also feel "at home outside" in their immediate neighbourhood. In this context, dynamically adaptive usage options and accessibility analyses over the course of the day and week are being [...] those affected (e.g. VR/AR visualisations) will be developed and evaluated, enabling citizens to dynamically negotiate and organise the use of space in the future. Project consortium AIT Austrian Institute
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Automated aerial vehicles support emergency forces
Crisis and disaster situations, major emergencies, safety-critical events and dynamically changing security situations pose enormous challenges for emergency forces. Innovative technical solutions are
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SEED
- /en/research-topics/road-safety-accident-research/projects/seed
hand, the aforementioned sources of danger and the driving dynamics of e-scooters are to be analysed in a well-founded manner. The driving dynamics data will be collected and evaluated using objective measurement [...] Current regulations largely place e-scooters on an equal footing with bicycles. From a driving dynamics point of view, however, there are significant differences between these vehicle types. Reports of [...] detailed accident files and not through a simple database query as is usually the case. The driving dynamics differ greatly from bicycles, but even between the different e-scooter models, significant differences
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Social Distancing
- /en/blog/social-distancing
Previous element Next element "The movements of people as individuals, in groups, or even in crowds are dynamic, making it difficult to predict what implications different actions will have," Seer said. But with
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Smart grids at risk
- /en/blog/smart-grids-at-risk
distinguish between random commonalities and causal relationships. If a process deviates from the usual dynamics, an alarm is sent to the system administrator. And then everything has to happen very quickly: As
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Research for a more livable city
- /en/blog/research-for-a-more-livable-city
split, as well as CO2 and energy savings," explains Anita Graser, researcher at the Competence Unit "Dynamic Transportation Systems" at AIT. The AIT's City Intelligence Lab can be used, among other things,
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Putting people at the center
- /en/blog/putting-people-at-the-center
the 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
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Art and science
- /en/blog/art-and-science
ce" at 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, [...] next round: 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
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AI & MACHINE LEARNING
- /en/research-topics/ai-machine-learning
which we then implement. Reinforcement Learning & Approximate Dynamic Programming In theory, multistage decision problems can be solved by dynamic programming (DP), a method for determining optimal control [...] y intractable. We address and overcome this hurdle using reinforcement learning and approximate dynamic programming . Both produce suboptimal policies/control inputs with, however, sufficiently adequate [...] Selecting and training the right model for the right task allows us to solve problems such as static or dynamic regression, predictive maintenance, and outlier or anomaly detection. Model Selection & Assessment
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SYSTEM DESIGN, MODELLING & IDENTIFICATION
- /en/research-topics/system-design-modelling-identification
Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] relations and interactions, boundaries and interfaces, dominant nonlinearities, as well as their dynamic behaviour and its relevant time scales. Furthermore, we assess deterministic or stochastic behaviour [...] highly innovative automation systems are mathematical models of the underlying system. Complex dynamical systems are characterised by challenging properties like nonlinearities, multiple-inputs-multip
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Control, Planning & Decision-Making
- /en/research-topics/control-planning-decision-making
(e.g., PID) still dominate the current industrial standard for the control of real-world complex dynamical systems. Linear controllers disallow systematic consideration of the system-inherent properties [...] Lösung Sustainable & Optimal Manufacturing Systems Research Groups Involved Research Group Complex Dynamical Systems Research Group High-Performance Vision Systems × Kontakt Formular Pflichtfelder sind mit [...] markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center VAC +43 664 88256087 tobias.glueck(at)ait.ac.at × Kontakt Formular Pflichtfelder
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Automation technology
- /en/blog/automation-technology
resources and make decisions about what to do next," explains Andreas Kugi, professor of complex dynamic systems at the Institute of Automation and Control Engineering (ACIN) at TU Wien and co-director [...] knowledge in the form of physical models or semantic information." Andreas Kugi, Professor for Complex Dynamic Systems at the Institute for Automation and Control (ACIN) at TU Wien and Co-Director of the AIT
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Perception, Localisation & Mapping
- /en/research-topics/perception-localisation-mapping
to handle objects, require detailed maps with a semantic segmentation of the content, as well as dynamic updating to capture the scenarios correctly. The maps can be created and adjusted by sensors such [...] Research Groups Involved Research Group Assistive & Autonomous Systems Forschungsgruppe Complex Dynamical Systems Selected Projects Autility / Smarter Hopper Arctis / HARV-EST ODAS Straßenbahnassistenzsystem [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous System Complex Dynamical Systems
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Ulrike Ritzinger awarded with ÖGOR prize 2022 for her PhD thesis
AIT Austrian Institute of Technology, Center for Energy. Topic of her thesis is “Health Logistics: Dynamic Stochastic Fleet Management”. It deals with questions that arise from optimizing ambulance transports [...] elaborations she could show, which algorithms are most suitable for various scenarios, such as different dynamic situations, achieving shortest response times and data synchronization. After many years of work [...] Jakob Puchinger and Richard Hartl. Ulrike Ritzinger will continue her research on optimization of dynamic transport problems at AIT, putting special emphasis on inclusion of autonomous vehicles, electric
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Learning & Adaptive Mechatronic Systems
- /en/solutions/learning-adaptive-mechatronic-systems
Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] markiert. Name * E-Mail * Betreff * Nachricht * Send DI Markus Gurtner Research Engineer Complex Dynamical Systems Center VAC +43 664 8529503 markus.gurtner(at)ait.ac.at To the Center for Vision, Automation [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous Systems Complex Dynamical Systems
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High energy savings through optimization of processes
throughput with 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
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Managing Directors
- /en/contact/managing-directors
and technology development at a top international level. Andreas Kugi (55) is Professor of Complex Dynamic Systems at the Automation and Control Institute (ACIN) at TU Wien and, together with Andreas Vrabl
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Sustainable & flexible Manufacturing Systems
- /en/solutions/sustainable-flexible-manufacturing-systems
Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Martin Niederer Senior Research Engineer Complex Dynamical Systems Center VAC +43 664 88256031 martin.niederer(at)ait.ac.at To the Center for Vision, Automation [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous Systems Complex Dynamical Systems
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ERIGrid - Connecting European Smart Grid Infrastructure
- /en/research-topics/power-system-digitalisation/projects/erigrid-connecting-european-smart-grid-infrastructure
expert. "As the ERIGrid project brings together Europe's best research institutions, the resulting dynamic should serve to further strengthen Europe's pioneering role within the energy sector." For more
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