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DEEB-INFRA
- /en/research-topics/structural-dynamics-and-assessment/projects/deeb-infra
resilient railroad infrastructure, explains Alois Vorwagner, Thematic Coordinator for Structural Dynamics & Life Cycle Engineering at the AIT Austrian Insitute of Technology: "The extrapolation model co- [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Alois Vorwagner Thematic Coordinator Structural Dynamics & Life Cycle Engineering +43 50550-6624 +43 50550-6439 alois.vorwagner(at)ait.ac.at Project partners
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EBA-Lastmodell
- /en/research-topics/structural-dynamics-and-assessment/projects/translate-to-english-eba-lastmodell
Development of a new dynamic high speed load model for railway bridges The high-speed load models HSLM-A and -B, developed in the 1990s, are provided in the Code “EN 1991-2” for a dynamic analysis of railway [...] Measurement of the dynamic characteristics of the vehicles and in deep investigation on damping effects of vehicle/bridge interaction will round up the planned results. The newly developed dynamic load models [...] with respect to the actual dynamic parameters and the vibration responses during train passage. AIT has a leading part for developing the load model. A large-scale dynamic FEM computation, used for finding
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Assets4Rail
- /en/research-topics/structural-dynamics-and-assessment/projects/assets4rail
Name * E-Mail * Betreff * Nachricht * Send Dr. Alois Vorwagner Thematic Coordinator Structural Dynamics & Life Cycle Engineering +43 50550-6624 +43 50550-6439 alois.vorwagner(at)ait.ac.at Project Partners
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AMBITION
- /en/research-topics/road-safety-accident-research/projects/ambition
Name * E-Mail * Betreff * Nachricht * Send Dr. Alois Vorwagner Thematic Coordinator Structural Dynamics & Life Cycle Engineering +43 50550-6624 +43 50550-6439 alois.vorwagner(at)ait.ac.at Project partners
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ZDM
- /en/research-topics/forming-technologies/projects/zdm
ZDM Zero Defect Manufacturing for Thermo-dynamical Processes The strategic orientation of the LKR in the coming years is fundamentally shaped by two aspects: Digitalization and decarbonization , where
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Biological Barriers
- /en/research-topics/molecular-diagnostics/biological-barriers
functional barrier properties (paracellular, transport or metabolic barrier) Long-term studies in dynamic hollow-fiber models for e.g. chronic studies with physiological concentrations of stimuli or active
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CyberSecPro
- /en/research-topics/dependable-systems-engineering/projects/cybersecpro
(Bachelor and Master). These academic programmes with their static curricula no longer provide the dynamic skills and new capabilities that the market needs. The digital transformation is forcing HEIs to
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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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