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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
- /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
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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
- /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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Where Research Meets Industry - AIT Excellence at the European Machine Vision Forum
event-based vision with an active LED marker system, promising high temporal resolution and high dynamic range. The proposed system demonstrated fast pose estimation and tracking of markers with minimal
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Autonomous trucks find their path – even in poor visibility
AIT center. For the vehicle to find its path through the construction site and for it to react dynamically to the given situation, it needs a reliable 3D model of the environment. Based on the sensor data
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Die-casting plants on the way to Industry 5.0
press release Contact Dr. Stephan Strommer Senior Research Engineer Complex Dynamical Systems Center for Vision, Automation & Control AIT Austrian Institute of Technology [...] stephan.strommer@ait.ac.at +43 664 88256124 Dr. Florian Rötzer Research Engineer Complex Dynamical Systems Center for Vision, Automation & Control AIT Austrian Institute of Technology
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DORIS ANTENSTEINER RECEIVES THE ICINCO PAPER PRIZE AWARD 2021
Autonomous Engineering via Reinforcement Learning" - and won this year's ICINCO Best Paper Award 2021. Dynamic, industrial manufacturing processes lead to an increasing demand for robotic solutions. Until now
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3D Printed Blood Pumps
printing processes, which are provided with very fine surface structures. The compatibility and fluid dynamic influence of these microstructures in the human body is another object of investigation. An almost
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Modeling and control of a new pneumatic valve for production automation
the framework of several research projects with Festo SE & Co. KG, scientists from the Complex Dynamic Systems research group at the AIT Center for Vision, Automation & Control and the Institute of [...] bench demonstrate the performance of the proposed concept. More on AIT research group Complex Dynamical Systems AIT Center for Vision, Automation & Control ACIN TU Wien
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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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Digitalization and AI as game changers in the plastics industry
TALK KC Kuststoff-Cluster Competence Unit Complex Dynamical Systems FAKUMA Contact Amadeus Cosimo Lobe Research Engineer Complex Dynamical Systems AIT Center for Vision, Automation & Control [...] EREMA. As an expert in the field of data-based and AI-supported analysis and control of complex dynamic systems, the scientist Amadeus Cosimo Lobe/ AIT Center for Vision, Automation & Control was present
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Automation of air freight transport
develop an automated and robust navigation system so that the vehicle can operate safely in a dynamically changing environment. An automated carrier vehicle for air cargo, traffic cleaning, construction
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Towards Scene Understanding for Autonomous Operations on Airport Aprons
/Center for Vision, Automation & Control introduces a novel dataset specialized on static and dynamic objects commonly encountered while navigating apron areas. The researchers propose an efficient approach
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AIT Doris Antensteiner: Empowering Women in Computer Vision
that lie ahead in the field of computer vision, as I remain dedicated to empowering women in this dynamic and captivating domain.” More on WiCV@CVPR 2023 Report: D. Antensteiner, M. Halawa, A
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Tobias Glück, Andreas Kugi and Stefan Flixeder win Paper Award
manually and is therefore labor intensive and time consuming. Tobias Glück (Competence Unit Complex Dynamical Systems/VAC), Andreas Kugi (VAC und ACIN/TU Wien) and Stefan Flixeder (former PhD student ACIN/TU
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INDUSTRIAL DIGITALISATION AND AUTOMATION
Since September 1, 2020 Tobias Glück has been head of the Competence Unit Complex Dynamical Systems (CDS) at the Center for Vision, Automation & Control. With his appointment, the AIT Austrian Institute [...] and often very complex issues. Four years ago - after the founding of the Competence Unit Complex Dynamical Systems - I played a major role in shaping it. I am pleased that my work to this day has been a [...] already taken together with my team. Can you please explain in more detail what is meant by Complex Dynamic Systems? Our research focuses on the automation and digitalisation of mechatronic components, industrial
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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