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Successful bridge monitoring with innovative fiber optic measurement technology
AIT's structural dynamics team recently successfully completed a pioneering research project on monitoring a highway bridge using distributed fiber optic measurement technology. On behalf of ASFiNAG [...] optic sensor cables. The measurements extended over several phases and were carried out under dynamic excitation and real traffic conditions. Fiber optic measurement systems from LUNA, fibrisTerre
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Mechanical Load
- /en/labs/environmental-testing-lab/mechanical-load
Construction parts, superstructures, vehicle parts Our Services Static tensile and pressure load Dynamic tensile and pressure load Test pressure up to 10,000 Pa (N / m²) Up to 3 cycles / min Bis zu 3 Zyklen/min [...] 61215-2: Static mechanical load test MST34 IEC 61730-2: Mechanical load test IEC TS 62782: Cyclic (dynamic) mechanical load testing
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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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Control, Planning & Decision-Making
- /en/research-topics/control-planning-decision-making
(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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Research Topics
- /en/research-topics
Systems Cooperative Digital Technologies Cyber Security Data Science & Artificial Intelligence Dynamic Transportation Systems Electric Vehicle Technologies Enabling Digital Technologies Health Solutions [...] Protection in Mobility & Transport Battery Materials & Characterization Battery Technologies Structural Dynamics and Assessment Bioresources Biosignal Processing Capturing Experience Cardiovascular Diagnostics [...] efficiency power electronics Hybrid Electric Aircraft Technologies Hybrid Power Plants Innovation Dynamics & Modelling Innovation Policy & Transformation Innovation Systems & Digitalisation Integrated Digital
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Our Offer
- /en/research-topics/enabling-digital-technologies/solutions-services/photonics/our-offer
Our Offer Our Offer Dynamic vehicular channel emulation read more Single Photon Detector read more Time to Digital Converter read more QPMoptics read more
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ABS4TSO
- /en/research-topics/hybrid-power-plants/projects/abs4tso
penetration of renewable, non-synchronous sources, this project investigates the provision of highly dynamic services for frequency and angle stability by means of converter-based generation and storage systems [...] focuses on the following applications: Frequency stabilization via virtual inertia Provision of highly dynamic control power Damping of system oscillations Reduction of deterministic frequency deviations Quick
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ABS4TSO
- /en/research-topics/smart-grids/projects/abs4tso
penetration of renewable, non-synchronous sources, this project investigates the provision of highly dynamic services for frequency and angle stability by means of converter-based generation and storage systems [...] focuses on the following applications: Frequency stabilization via virtual inertia Provision of highly dynamic control power Damping of system oscillations Reduction of deterministic frequency deviations Quick
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ABS4TSO
- /en/research-topics/power-electronics-system-components/projects/abs4tso
penetration of renewable, non-synchronous sources, this project investigates the provision of highly dynamic services for frequency and angle stability by means of converter-based generation and storage systems [...] focuses on the following applications: Frequency stabilization via virtual inertia Provision of highly dynamic control power Damping of system oscillations Reduction of deterministic frequency deviations Quick
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Pure tension! Two bridges in the heart of the new A5 motorway north of Vienna
as an inclined post construction, triggers tension in the psychological sense of perception. A dynamic play of shapes with inclines and curvatures, which visually underpin the force transfer of the bridge [...] for Bridge and Structural Engineering (IABSE) Austria through Dr. Alois Vorwagner (AIT structural dynamics expert, Deputy Chair IABSE Austria), Prof. Alfred Strauss (BOKU, Chair IABSE Austria) and Dr. Roman
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MixME
- /en/research-topics/integrated-mobility-systems/projects/translate-to-english-mixme
reproduce dynamic and social interaction yet. MixME is an extended multi-agent social-force simulation model which describes the impact of social and technical interaction of traffic dynamics by establishing [...] establishing fields of force in road spaces similar to physical models in Newton dynamics. It models interaction processes between motorized and non-motorized traffic as well as the effect of infrastructural
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TAniA
- /en/research-topics/structural-dynamics-and-assessment/projects/tania
to condition and performance prediction in combination with maintenance treatments Development of dynamic life-cycle process for the decisive construction components as well as for sub-categories Development [...] t of an implementation manual The main part of AIT's work is the extension and determination of dynamic life cycle curves with approaches using machine learning such as random forest classifications. AIT [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Alois Vorwagner Thematic Coordinator Structural Dynamics & Life Cycle Engineering +43 50550-6624 +43 50550-6439 alois.vorwagner(at)ait.ac.at Project partners
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Crack monitoring and evaluation of concrete structures
- /en/solutions/reliable-transport-infrastructure/assess/crack-monitoring-and-evaluation-of-concrete-structures
AIT and TU Graz. The interrogator can now also be used to additionally record strain rates under dynamic loading distributed over the test object using low-cost optical fibers. Measurement system of distributed [...] at the same time. With the interrogator, strains and now also strain rates can be measured under dynamic loading. © https://lunainc.com/product/odisi/ Laboratory tests within the FFG project RIBET with [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Alois Vorwagner Thematic Coordinator Structural Dynamics & Life Cycle Engineering +43 50550-6624 +43 50550-6439 alois.vorwagner(at)ait.ac.at Download the
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Review of ROSCon DE 2023 - AIT plays an active role in the Open Source ROS community
easier. This is all thanks to the great ROS community," says Tobias Glück, head of the Complex Dynamical Systems research group at AIT. In addition, Christoph Fröhlich, Research Engineer at AIT, has taken [...] for a platform that enables the exchange of experiences and ideas, as well as networking in this dynamic industry. Looking ahead to ROSCon DE 2023, we are excited to see the event continue in 2024 when [...] View also AIT News (13.10.2023) Contact Dr. Christoph Fröhlich Research Engineer Complex Dynamical Systems Center for Vision, automation & Control AIT Austrian Institute of Technology +43 664
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Vehicle integration
- /en/solutions/e-mobility/vehicle-integration
& Simulation Virtual Green Vehicle Design Multi-Physics Simulation Services Computational Fluid Dynamics Services Lightweight design Structural design of mechanical components Design and manufacturing
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Projects
- /en/research-topics/innovation-dynamics-modelling/projects
Higher Education Research Europäisches Register für tertiäre Bildung KNOWMAK KNOWSIM ACIB Science Dynamics Multireg PREF Impact of R&D Networks
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KNOWMAK
- /en/research-topics/innovation-dynamics-modelling/projects/knowmak
projects. In this context, the tool will provide a novel knowledge base for the empirical analysis of dynamics in the European Research Area, both from a policy and a scientific perspective. The business unit [...] 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 This project has received funding from
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AWARD
- /en/about-the-ait/center/center-for-vision-automation-control/complex-dynamical-systems/projects/award-automatisierter-outdoor-gabelstapler
Human-Machine Interface (HMI) AIT Center for Vision Automation and Control (research groups Complex Dynamical Systems and Assistive & Autonomous Systems ): Intelligent automation and environment detection for [...] * 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
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Optical Sensor Systems for Industrial Processes
- /en/research-topics/new-sensor-technologies/optical-sensor-systems-for-industrial-processes
for Industrial Processes Optical Sensor Systems for Industrial Processes AIT has developed its new dynamic vision sensor (DVS) technology for visual sensing, based on patented, novel vision chips. Key advantages [...] advantages are the simultaneous high temporal resolution (beyond 1000 fps equivalent) and wide dynamic range (120 dB) at low data rate. This results in a unique smart camera, with built-in embedded processing [...] variations Our solutions Feasibility studies / proof of concept of technical solutions using the dynamic vision sensor (DVS) chip prototypes and platforms Development and evaluation of innovative custom
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Drive Testing Laboratory
- /en/labs/drive-testing-lab
up to 160 kW Drive Testbench Highly dynamic testbench 100 kW, 22000 U/min Highly dynamic testbench 120 kW, 8000 U/min Testbench 280 kW bis 3500 U/min The highly dynamic testbenches are applicable for "H
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