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High Voltage and High Power

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Our Services Calculation of temperature rise in components and systems using Computational Fluid Dynamics (CFD), including during the design phase. Experimental determination of enclosure classification

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47%

SAFE

/en/solutions/traffic-safety/safe

accident data Detailed accident root cause analysis based on road condition, road geometry, and driving dynamics Analysis of accident black spots and traffic conflicts utilising data from mobile devices Prediction [...] about vehicles and drivers. In order to evaluate critical driving manoeuvres, we measure vehicle dynamics limits using specially-equipped vehicles. Evaluation of the accident risk and developing future

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67%

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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82%

SOWINDIC

/en/about-the-ait/center/center-for-vision-automation-control/complex-dynamical-systems/projects/sowindic

Portugal, 05.05.2022; basierend auf Bot et al. 2023a. 15th Viennese Conference on Optimal Control and Dynamic Games: „Two (Forward) Steps at a Time – Training GANs with Tseng’s Method“; Wien, 14.07.2022; basierend [...] markiert. Name * E-Mail * Betreff * Nachricht * Send DI David Gruber Research Engineer Complex Dynamical Systems VAC +43 664 8251458 david.gruber(at)ait.ac.at

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47%

Integrated urban energy solutions

/en/research-topics/smart-and-carbon-neutral-urban-development/projects/integrated-urban-energy-solutions

with the power grid . The VITALITY CITY project expands this approach to entire cities. Through dynamic overall energy balancing , existing and newly planned urban areas can be analyzed in the city's energy [...] with the power grid . The VITALITY CITY project expands this approach to entire cities. Through dynamic overall energy balancing , existing and newly planned urban areas can be analyzed in the city's energy [...] existing buildings from publicly available geospatial data and visualizing (CIL) the results of dynamic calculations. This ensures user-friendly operability. Project results Vitality Software: Download

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77%

Federation of network optimisation services

/en/research-topics/transport-optimisation-energy-logistics/projects/federation-of-network-optimisation-services

within an organically governed ecosystem of public and private stakeholders. The approach enables the dynamic quantification of Key Performance Indicators (KPIs) for evidence-based policy making. To develop [...] characterisation of application domains and usefulness and validity metrics for datasets; and (d) dynamic smart contracts to allow adaptable, transparent and trustworthy data sharing. To realise a space [...] on services offering (a) evolutionary usage patterns, bottlenecks, and anomalies detection; (b) dynamic and responsive planning of mitigation measures; and (c) propagation and resolution validation of

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77%

High-Performance Vision Systems

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brodersen(at)ait.ac.at To the Center for Vision, Automation & Control To the Research Group Complex Dynamical Systems Assistive & Autonomous Systems Memberships European Machine Vision Association (EMVA) IEEE

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41%

5G teleoperation for efficient automated mobility

/en/research-topics/transport-optimisation-energy-logistics/projects/5g-teleoperation-for-efficient-automated-mobility

and rural areas. Building expertise for Austria's mobility ecosystem In order to survive on the dynamic international market, operators, industry and service providers in Austria must strategically develop

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54%

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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77%

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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78%

Autonomous Work Machines

/en/solutions/autonomous-work-machines

planning as well as drive control from our team provide the necessary precision and robustness in dynamic scenarios. In this way, autonomous work machines extend human capabilities, ensure high-quality work [...] , autonomous work machines operating outdoors face variable conditions such as unstructured and dynamic surroundings and complex traffic situations involving both humans and machines. The selection and [...] autonomy in real-world applications. Control, Planning& Decision Making Work machines are used in dynamically changing and unstructured environments, where collisions can lead to significant property damage

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88%

Team

/en/research-topics/data-science-artificial-intelligence/team

Pflugfelder, Roman Computer Vision, Pattern Recognition, Object Detection, Visual Motion and Tracking, Dynamic Perception and Occlusion, Visual Learning https://rpflugfelder.github.io Pham, Lam VLSI design, Digital

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28%

HyCentA-K1-P2.4-HyEmpire

/en/research-topics/hybrid-power-plants/projects/hycenta-k1-p24-hyempire

solutions investigated in Area 1 and 2, cross-sector H2-infrastructures require safe, affordable, dynamic and highly reliable compression, purification and reconversion solutions. This project focuses on

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47%

Homepage

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Protection in Mobility & Transport Battery Materials & Characterization Battery Technologies Structural Dynamics and Assessment bioresources Biosignal Processing Capturing Experience Cardiovascular Diagnostics [...] High-Performance Vision Systems Hybrid Electric Aircraft Technologies Hybrid Power Plants Innovation Dynamics & Modelling Innovation Policy & Transformation Innovation Systems & Digitalisation Integrated Digital

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65%

WBG - Wide-Bandgap Semiconductor

/en/solutions/power-system-technologies/development-of-power-electronics/wbg-wide-bandgap-semiconductor

Higher switching frequencies generally lead to more compact filter arrangements and improved system dynamics. Advantages of Wide-Bandgap Semiconductors Operation of semiconductors at higher maximum chip t [...] temperatures Improved power density of components Reduced semiconductor losses Increased system dynamics due to operation at higher switching frequencies More compact chip size with the same maximum blocking

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59%

Transformation Pathways and Strategies

/en/about-the-ait/center/center-for-innovation-systems-policy/transformation-pathways-and-strategies

and how they influence pathways, and providing quantitative representations of the complex and dynamic interactions between the various factors and interventions along the pathways. The research and [...] Foresight Brief 02_2025 Transformative impact of RTOs We use insights on transformation mechanisms and dynamics for rethinking and assessing the roles of Research and Technology Organisations (RTOs) as knowledge

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59%

Project INNOnet - FAQ

/en/research-topics/flexibility-business-models/projects/project-innonet/project-innonet-faq

information on the INNOnet project + What is the project INNOnet? The INNOnet project is testing dynamic electricity grid fees for end consumers in three demonstration areas in Austria (the grid areas of [...] 2026 whether and how end consumers change their electricity consumption behavior due to altered, dynamic grid fees. Our demonstration participants will have different electricity grid fees calculated on [...] as a demo participant? Clever-PV is a cloud-based energy management system that is linked to the dynamic electricity grid fees as part of the INNOnet project. What does that mean? By connecting your generation

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39%

CYBERSENSE II

/en/research-topics/cyber-security/projects/cybersense-ii

increase the timeliness and scalability of cyber situation picture representations to enable more dynamic and adaptable visualizations. As a connecting element, the development of a uniform taxonomy and

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54%

Heads of Competence Units

/en/about-the-ait/management-and-structure/heads-of-competence-units

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 [...] Betreff * Nachricht * Send PD Dr. Thomas Scherngell Head of Competence Unit Innovation & Industrial Dynamics +43 50550-4569 +43 50550-2201 thomas.scherngell(at)ait.ac.at Centers Energy Health & Bioresources

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47%

MERCURIUS

/en/research-topics/cyber-security/projects/mercurius

overview of the FMCG supply system at national and transnational level. By combining static and dynamic analyses, potential weaknesses in the value chains can be identified and the effects of disruptions

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48%

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