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Decarbonisation of the industry - NetZero
- /en/solutions/decarbonisation-of-the-industry-netzero
years of experience and expertise in the field of mathematical modeling and simulation of complex dynamic processes, we are your ideal partner for detailed analyses at component, plant and factory level
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Urban API
- /en/urban-api
stakeholer engangement in the planning decision making process? How to understand the socio-economic dynamic of cities and city regions? How to communicate the future development perspectives of cities and
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Certified photovoltaic technicians or planners
- /en/research-topics/training-education/training-in-the-field-of-photovoltaics/certified-photovoltaic-technicians-or-planners
basics of this future technology and thus ensures participants a competitive advantage in the dynamically growing photovoltaic market. Target group Electrical engineers Specialist planners Roofers Gas
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SIC-GaN Hybrid T-Type
- /en/solutions/power-system-technologies/development-of-power-electronics/sic-gan-hybrid-t-type
hybridization? The established method for assessing switching characteristics and examining the dynamic performance of Si, SiC, GaN MOSFETs and IGBTs is the double pulse test (DPT). Double pulse testing
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Thermal Testing & Heat Rise Testing Electrical Components
- /en/solutions/power-system-technologies/high-voltage-and-high-power/thermal-testing-heat-rise-testing-electrical-components
Numerical calculation of thermal stress in electrical components and systems using Computational Fluid Dynamics (CFD), starting in the design phase. Experimental determination of enclosure classification according
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Grid-connected inverters
- /en/solutions/power-system-technologies/grid-connected-inverters
into the power electronics ecosystem, from semiconductors to filter technology. Grid Forming / Dynamic Control of Grid-Connected Inverters The shift in the energy mix toward renewable energy sources and
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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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