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Smart and Carbon-Neutral Urban Development
- /en/research-topics/smart-and-carbon-neutral-urban-development
between different population groups, districts or residential areas. This also includes advanced, dynamic visualization and evaluation techniques of measures such as eco-renovations and the establishment
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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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ABS4TSO
- /en/research-topics/power-electronics-system-components/projects/abs4tso
penetration of renewable, non-synchronous sources, this project investigates the provision of highly dynamic services for frequency and angle stability by means of converter-based generation and storage systems [...] focuses on the following applications: Frequency stabilization via virtual inertia Provision of highly dynamic control power Damping of system oscillations Reduction of deterministic frequency deviations Quick
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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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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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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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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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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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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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BatterieSTABIL
- /en/research-topics/hybrid-power-plants/projects/batteriestabil
voltage support and supply restoration process) can be provided in combination. Spinning reserve, dynamic-reactive power compensation and symmetrical behavior count to such further ancillary services for
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ABS4TSO
- /en/research-topics/hybrid-power-plants/projects/abs4tso
penetration of renewable, non-synchronous sources, this project investigates the provision of highly dynamic services for frequency and angle stability by means of converter-based generation and storage systems [...] focuses on the following applications: Frequency stabilization via virtual inertia Provision of highly dynamic control power Damping of system oscillations Reduction of deterministic frequency deviations Quick
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INTELLiTRAM
- /en/about-the-ait/center/center-for-vision-automation-control/assistive-autonomous-systems/projects/intelligent-tramways-through-sense-learn-and-react
the tram and railway environment. Through "intelligence" in the recording and interpretation of dynamic traffic scenes, dangerous situations are to be identified even before a potential collision partner
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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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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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Consumer Protection
- /en/research-topics/data-science-artificial-intelligence/solutions-services/consumer-protection
protection related topics reaching from gender specific inequalities in the field of personal and dynamic pricing to the automated flagging of fraudulent eCommerce in the DACH region. × Kontakt Formular
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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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