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Stationary Storage Development
- /en/solutions/power-system-technologies/stationary-storage-development
battery charging, and discharging under full and partial load conditions Measurement of stationary and dynamic MPP tracking efficiency (including EN 50530 tests) Standby and idle consumption Battery: Round-trip [...] load conditions Evaluation of net storage capacity Measurement of battery losses Control System: Dynamic control behavior (step response) Control system accuracy (steady-state error) Further solutions for
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High Voltage and High Power
- /en/solutions/power-system-technologies/high-voltage-and-high-power
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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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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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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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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High-Performance Vision Systems
- /en/research-topics/high-performance-vision-systems
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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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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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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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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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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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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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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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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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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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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CyberSecPro
- /en/research-topics/cyber-security/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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Large-Scale Robotics Lab
- /en/labs/large-scale-robotics-lab
Forklift Research Groups Involved Research Group Assistive & Autonomous Systems Research Group Complex Dynamical Systems Associated Research Topics and Solutions Topic Perception, Localisation & Mapping Topic [...] Decision-Making Topic AI & Machine Learning Solution Autonomous Work Machines Folder and Flyer Complex Dynamical Systems Download Assistive & AUTONOMOUS SYSTEMS Download Autonomous Forklift Download Location in [...] * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Patrik Zips Senior Scientist Complex Dynamical Systems Center VAC +43 664 88256085 patrik.zips(at)ait.ac.at × Kontakt Formular Pflichtfelder sind
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Microstructure modelling
- /en/research-topics/modelling-of-processes-and-components/microstructure-modelling
on process conditions. We cover for: Forming processes: grain deformation, texture evolution, and dynamic recrystallization Heat treatments: grain growth, static recrystallization, and phase transformations
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LINOVIS® electro-dynamic testing system
- /en/labs/linovisr-electro-dynamic-testing-system
LINOVIS® electro-dynamic testing system Advanced Testing Laboratory – Precision Meets Versatility Our testing laboratory at LKR is equipped with the state-of-the-art LINOVIS ® electro-dynamic testing system [...] offering unparalleled flexibility for material and component characterization. Designed for static, dynamic, and cyclic testing , LINOVIS ® enables us to replicate real-world loading conditions with exceptional [...] Features of LINOVIS ® Force capacity: up to 25 kN, even in static mode Three operating modes: static, dynamic, and cyclic Fast changeover: modular test setups within minutes Integrated DIC cameras: for full-field
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Laboratories
- /en/research-topics/modelling-of-processes-and-components/laboratories
Laboratories Laboratories LINOVIS® electro-dynamic testing system
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