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Assistive & Autonomous Systems

/en/about-the-ait/center/center-for-vision-automation-control/assistive-autonomous-systems

for Vision, Automation & Control To the Research Groups High-Performance Vision Systems Complex Dynamical Systems Folder & Flyer ASSISTIVE & AUTONOMOUS SYSTEMS Download Autonomous Forklift Download TinyScan360°

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45%

Projects

/en/research-topics/structural-dynamics-and-assessment/projects

Optimally Exploiting the Life Cycle of Railroad Bridges Dynamics of railroad bridges Dynamics of noise barriers EBA-Lastmodell Development of a new dynamic high speed load model for railway bridges HoSMoS Satellite [...] Satellite technology for sustainable flood protection KOMET Methods for determining dynamic parameters of railroad bridges MOSIB Modeling vibration velocity in longitudinal joints of bridges NERA Network

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92%

INTELLiTRAM

/en/about-the-ait/center/center-for-vision-automation-control/assistive-autonomous-systems/projects/intelligent-tramways-through-sense-learn-and-react

the tram and railway environment. Through "intelligence" in the recording and interpretation of dynamic traffic scenes, dangerous situations are to be identified even before a potential collision partner

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66%

ENLIGHTEN

/en/research-topics/electric-powertrains/projects/enlighten

s for maximum efficiency The ENLIGHTEN system includes: A dual high-voltage battery system with dynamic voltage switching while driving, which enables an optimal balance between performance and energy

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46%

Smart Multi-Sensor Platform

/en/research-topics/data-science-artificial-intelligence/solutions-services/smart-multi-sensor-platform

provides a Smart Multi-Sensor Platform which can be deployed quickly by end-users in areas with dynamically increased risks and limited existing IT infrastructure. As the environments and weather conditions

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54%

AI4Trees

/en/research-topics/data-science-artificial-intelligence/projects/ai4trees

change. Tree growth is a key indicator of forest health and carbon sequestration, yet its complex dynamics make traditional statistical modelling inadequate, especially for capturing immediate responses

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56%

Mobility concepts for cities and regions

/en/solutions/sustainable-cities-regions-and-living-spaces/mobility-concepts-for-cities-and-regions

between different mobility modes (e.g., pedestrians and autonomous vehicles) and incorporate these dynamics into new simulation and planning tools. Modelling, Simulation and Evaluation of innovative tran [...] framework are scientifically recognized and the result of our years of research in the field of crowd dynamics. Another important component of the models and methods is comprehensive data from a variety of

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45%

City Intelligence Lab

/en/solutions/sustainable-cities-regions-and-living-spaces/city-intelligence-lab

Urban Resilience Planning Evidence-based Urban Strategy Workshops Forecasting Urban Trends and Dynamics Collaborative Urban Action Plan Development × Kontakt Formular Pflichtfelder sind mit einem * markiert

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59%

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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42%

FLIP-FLOP: AI-supported optimization of public transport

/en/research-topics/transport-optimisation-energy-logistics/projects/flip-flop-ai-supported-optimization-of-public-transport

operates similarly to a regular bus line but can adapt flexibly to passenger stop requests. By dynamically adjusting vehicle usage and route planning in real time, the project aims to ensure efficient and [...] determine vehicle types, station plans, and on-demand operations based on real-time demand forecasts. Dynamic adaptation and alternative propulsion systems The FLIP-FLOP mobility project simulates an innovative

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71%

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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56%

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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41%

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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56%

Urban Planning

/en/solutions/sustainable-cities-regions-and-living-spaces/urban-planning

framework conditions of the project area, in order to create a sound basis for the planning process. A dynamic and cooperative masterplanning process is designed to enable flexible responses to changes and new [...] provides the greatest leverage for change and can support the development of optimal solutions within a dynamic process. Support for urban planning competitions AIT provides support in setting up competition tenders

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36%

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

Relevance:

66%

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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31%

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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50%

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

Relevance:

46%

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

Relevance:

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

Relevance:

82%

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