Inhaltstyp
Kategorien
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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
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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
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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
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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
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(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
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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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Road Safety, Accident Research & New Mobility
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technologies. Additional key aspects within the road safety research of AIT are high-tech vehicle dynamic measurements with the AIT probe vehicle fleet - fully equipped test vehicles like trucks , passenger
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Reliable Transport Infrastructure & Sustainable Mobility
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This is offset by increased demands on the structural dynamics of both existing and new, vibration-prone structures. Vibrations and the resulting dynamic effects influence the load-bearing behaviour, service
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Publications & Patents
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OCG, (2019), ISBN: 978-3-96443-724-2; S. 143 - 152. D. Auferbauer, H. Tellioğlu: "Socio-technical Dynamics: Cooperation of Emergent and Established Organisations in Crises and Disasters"; in: "Proceedings
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Efficiency in Industrial Processes & Systems
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methods with which we can design decarbonization scenarios for industrial companies. With the help of dynamic process models we work on the holistic optimization of operating strategies, the flexibilization [...] Dymola/Modelica, IPSEpro and Matlab for the mapping of industrial energy systems Computational Fluid Dynamics (CFD) for detailed analysis of heat and mass transfer Digital twins of components and production
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Energy Markets & Infrastructure Policy
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security of supply, intersectoral networking and regulatory barriers. AIT develops scenarios and uses dynamic energy system modeling methods to show how the infrastructure of the future can be designed and which [...] established approaches cannot provide solutions across the boundaries of traditional technical domains. Dynamic modeling of electricity, gas and heat networks Economic, legal and technological issues related to
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Management & Heads of Centers
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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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Model-based Analysis & Simulation, Digital Twins
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AIT's many years of experience and expertise in the mathematical modelling and simulation of complex dynamic processes, we are your ideal partner for detailed analyses at component, plant and factory level [...] process understanding Faster training of new staff on digital twins Our methods Computational Fluid Dynamics (CFD) for detailed analysis of heat and mass transfer. Simulation and design of control and regulation
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Situational Awareness & Decision Support
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and fusing data from radar, ultrasound and radiation detectors, as well as including static and dynamic context information, facilitates comprehensive situational awareness, source localization and automatic
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Verification & Validation
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classical and embedded software, as well as cyber-physical systems that combine discrete and continuous dynamics. The group produces innovative, tool-supported approaches to verification and validation for industry
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Safety & Security Co-Engineering
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designs are keeping up with the actual threat landscape. A special focus is on collaborative and dynamic systems. × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht
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News & Events
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Innovation Systems & Policy Health Solutions Integrated Energy Systems Lightweight Metal Solutions Dynamic Transportation Systems Transportation Infrastructure Technologies Technology Experience Environmental
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Modellbasierte Analyse & digitaler Zwilling in der Produktion
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von Kernwissen und schnellere Einschulung von neuem Personal Unsere Methoden Computational Fluid Dynamics (CFD) zur detaillierten Analyse von Wärme- und Stofftransport. Simulation und Entwurf von Steuerungs-
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Integration neuartiger wärmetechnischer Technologien & digitaler Methoden
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Investitionsentscheidungshilfe Konservierung von Kernwissen und Unsere Methoden Computational Fluid Dynamics (CFD) zur detaillierten Analyse von Wärme- und Stofftransport-Vorgängen. Flow-sheet Simulation und
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Auslegung & Entwicklung
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Labor 1D, 2D und 3D Simulationen mittels Matlab, Mathmatica, Python, Dymola und Computational Fluid Dynamics (CFD) Detaillierten Analyse von Wärme- und Stofftransport Simulation und Entwurf von Steuerungs-