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New ways to improve quality in steel production by real-time capable mathematical models
with modern control concepts, to improve product quality. The publication presents a new dynamic state-space model that is new compared to the state of the art in the process automation of steel [...] Volume 225, 2024, 125365, https://doi.org/10.1016/j.ijheatmasstransfer.2024.125365. The Complex Dynamical Systems research group
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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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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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Machines learn from each other
Bosch Research and the AIT Austrian Institute of Technology (competence unit Complex Dynamical Systems / Center for Vision, Automation & Control) are strengthening their long-standing successful [...] more: AIT press release News at Bosch homepage Contact DI Amadeus-Cosimo Lobe Complex Dynamical Systems AIT Center for Vision, Automation & Control amadeus.lobe@ait.ac.at +43 664 88256044
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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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