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Artificial Intelligence for Facility Management
- /en/research-topics/efficient-buildings-and-hvac-technologies/projects/artificial-intelligence-for-facility-management
anomaly and fault detection. Additionally, simulation models for HVAC systems will be created to enable gray-box modeling. Digital twins based on simulation models will allow for the testing of existing [...] Evaluation of the transferability of AI methods to similar systems. Development of Simulation Models: Creation of simulation models for the most common HVAC systems in FWAG buildings. These will be tested [...] rule-based fault detection algorithms. Synthetic Data Generation: Use of simulation models to generate synthetic data with simulated typical component faults, which can then be used to train additional AI
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Mobility concepts for cities and regions
- /en/solutions/sustainable-cities-regions-and-living-spaces/mobility-concepts-for-cities-and-regions
vehicles) and incorporate these dynamics into new simulation and planning tools. Modelling, Simulation and Evaluation of innovative transportation solutions Simulations for predicting and analyzing complex pedestrian [...] Offer Includes: Flexible mobility simulation environments using mesoscopic, agent-based transport modeling tools and microscopic transport simulations Modeling and simulation of mobility measures in connection [...] rt technologies, AIT offers customized, scalable solutions for simulation, analysis and planning. The range of applications for SIMULATE is as diverse as the urban challenges themselves. This includes
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Climate resilience in cities and regions
- /en/solutions/sustainable-cities-regions-and-living-spaces/climate-resilience-in-cities-and-regions
Tools for evaluating urban water management Mikroclimate simulations for open spaces and neighborhoods to support planning Microclimate simulations for urban strategies (Urban Climate Modeling) Urban climate [...] developing climate-resilient strategies and measures includes the following key areas: Cross-scale simulation models play a crucial role in understanding the impacts of current and future climate changes at [...] communities and cities. AIT solutions for climate resilience in cities and regions Microclimate simulations for urban strategies (Urban Climate Modelling) Urban climate analyses Vulnerability analyses for
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FULL-MAP
- /en/research-topics/hybrid-electric-aircraft-technologies/projects/full-map
and simulation The AIT Austrian Institute of Technology is a central research partner in the project and contributes its extensive expertise in the areas of data management, modelling, simulation and [...] fully integrated, AI-supported platform for accelerating material and interface development that simulates, digitalises and automates the entire battery development process – from material development to [...] and reuse of information on battery materials and interfaces. Development of adaptable design and simulation tools that use artificial intelligence and machine learning methods to derive suitable material
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SIC dual traction inverter - Project RITALIN
- /en/solutions/power-system-technologies/development-of-power-electronics/sic-dual-traction-inverter-project-ritalin
lower EMI, and optimized DC-link utilization. Cooling: Advanced pin-fin cooler optimized via CFD simulation, achieving a thermal resistance of 0.086 K/W and keeping junction temperatures safely below 150
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