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Graph Analytics
- /en/research-topics/data-science-artificial-intelligence/projects/graph-analytics
expertise in spatiotemporal analytics, such as analysis of trajectories from a variety of tracking systems, including GPS, cellular, and video-based (providing, e.g., anomaly detection solutions for maritime [...] domains Application Domains Law enforcement: cryptofinance and crypto asset forensics Mobility and transport data analytics × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff
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AI4PT
- /en/research-topics/data-science-artificial-intelligence/projects/ai4pt
AI4PT AI4PT PRIVACY-PRESERVING AI FOR SUSTAINABLE TRANSPORT A modal shift away from private vehicle use and towards sustainable public transport (PT) is essential to combat climate change. In addition [...] using public transport. AI4PT develops privacy-aware AI solutions that predict and optimise passenger distribution and flows to increase the capacity and attractiveness of public transport. It thus aims [...] to increase the capacity of the public transport network, especially on routes that already have tight schedules. The lack of high-quality data in public transport environments is a major obstacle to the
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Heating and cooling networks for cities and industry
- /en/research-topics/heating-and-cooling-networks-for-cities-and-industry
electricity, green gases) can improve the efficiency and reliability of energy systems. For reliable and efficient systems, we need storage materials and components with optimized properties. This includes [...] components and systems for energy supply and storage (thermal energy, hydrogen, batteries) Method development and characterization of energy storage materials (mass and heat transport, thermophysical [...] evaluation Modelling, simulations and optimization of individual components and entire systemsStationary and dynamic models and simulations (0D-3D) Multi-physical, detailed models and simulations Experimental
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NEXTBMS: Advanced battery management system for optimized battery usage
management systems. The project contributes to achieving the optimal use of battery systems, extending their service life and reducing costs through more efficient use of materials. It supports systemic changes [...] energy. The electrification of the European economy and society, both in the transportation sector and in stationary storage systems, has led to rapid growth in the European battery industry. This covers the [...] NEXT-generation physics and data-based Battery Management Systems for optimized battery utilization) aims to develop an advanced battery management system (BMS) on the basis of fundamental knowledge and experience
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NEXTBMS
- /en/research-topics/electric-powertrains/projects/nextbms
management systems. The project contributes to achieving the optimal use of battery systems, extending their service life and reducing costs through more efficient use of materials. It supports systemic changes [...] electrification of the European economy and society, both in the transportation sector and in stationary storage systems, has led to rapid growth in the European battery industry. This covers the entire value [...] NEXT-generation physics and data-based Battery Management Systems for optimized battery utilization) aims to develop an advanced battery management system (BMS) on the basis of fundamental knowledge and experience
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AIT researcher Bernhard Schrenk receives ERC Proof-Of-Concept Grant
quantum optical systems, such as those required for quantum key distribution in quantum communication networks. "Although the first successful demonstrations of chip-based quantum systems are already available [...] applications: "While optical emitters in telecom systems have to provide millions of photons to encode a single information state, quantum optical systems only require a few photons," explains Schrenk. "This [...] optical telecommunications, which means that record data rates of over 10 petabits per second can be transported via an optical fiber. In addition, light allows the use of quantum optical phenomena, whereby
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Sustainability through microbiomes: Launch of AIT-led EU project MICROBIOMES4SOY
environment. Beatrix Wepner, AIT Center for Innovation Systems & Policy, emphasises: "It is crucial to take a holistic approach to the food system in order to develop sustainable solutions. Microbiomes [...] microorganisms found in the environment and in human bodies. The project investigates the functions and dynamics of soil- and plant-associated microbiomes in order to exploit their potential for sustainable a [...] Bioresources group, explains: "We will use the soybean as a model plant to better understand the dynamics and functions of soil and plant microbiomes. At the same time, we are developing microbial applications
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AIT conducts research into climate-friendly aviation
intended to increase overall system efficiency. The simultaneous storage of electrical energy and the preservation of mechanical strength contribute to a reduction in system weight. Technological breakthroughs [...] technologies and systems for wide-body aircraft are still at an early stage of development. This is where the SOLIFLY project, which is researching multifunctional energy storage systems, comes in A key [...] that make the operation of aircraft more efficient and environmentally friendly. Energy storage systems play a central role in electrification and must comply with the strict aviation guidelines. These
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New Gaia-X position paper: The future of data-centred administration
public services and sovereign tasks will be expanded and improved through the use of data-based systems. On the other hand, more and more public and private stakeholders are being integrated along (digital) [...] and to use digital tools and solutions to accelerate the necessary transformation of the energy, transport and infrastructure sectors. Read the full german article here.
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New ways to improve quality in steel production by real-time capable mathematical models
225, 2024, 125365, https://doi.org/10.1016/j.ijheatmasstransfer.2024.125365. The Complex Dynamical Systems research group [...] with modern control concepts, to improve product quality. The publication presents a new dynamic state-space model that is new compared to the state of the art in the process automation of steel
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Mover
- /en/research-topics/transport-optimisation-energy-logistics/projects/mover
there are already numerous systems of demand-orientated transport which are moderately accepted by the population. So-called micro public transport systems can cover the basic mobility needs in smaller m [...] the transport of both people and goods in order to ensure basic supplies cost-effectively and efficiently. The evaluation of the requirements for a system for the simultaneous and combined transport of [...] of whether passenger transport and logistics can be combined in rural, structurally weak areas, and if so, under what conditions. Due to the lack of good public (local) transport in rural regions, there
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New Checklist for Health Apps: AIT strengthens digital health literacy
In the digital health landscape, patient and citizen data are often distributed across various systems and difficult to integrate. Data protection concerns and lack of interoperability pose significant [...] ensures they meet the highest standards. "The evaluation of health apps has shown how complex and dynamic this field is. Our checklist provides users with valuable guidance to identify safe and trustworthy [...] trustworthy apps," explains Angelika Rzepka, Project Manager and Scientist in Digital Health Information Systems at AIT Center for Health and Bioresources. "With this initiative, we aim to enhance digital health
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At the forefront of innovation
the Fraunhofer Vision Business Unit, the experts of the AIT research group High-Performance Vision Systems (HVS) presented their innovative and future-oriented 3D measurement technology for quality inspection [...] suitable for fast inspection tasks with extremely high resolutions (up to 700 nm). It uses the natural transport motion of the object for simultaneous 2D and 3D surface detection under different viewing and i
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Environment Modeling for Autonomous Systems with a use case in Gravel Quarries
even on difficult terrain and in dynamic environments. The database structure developed in the project was modeled with the open source database management system "PostgreSQL" and extended for spatial [...] The accuracy of the system was confirmed by comparing the volume estimates with the commercial offline tool Pix4D. The results demonstrate the performance and accuracy of the system for continuous, real-time [...] . This work represents significant progress towards unified systems that enable the development of more complex, integrated overall systems. The paper was published in the ACM Conference Proceedings:
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RoadLab
- /en/solutions/road-condition-monitoring/roadlab
road objects thanks to the Applanix positioning system Dead reckoning for uninterrupted positioning even in the event of satellite shadowing 4K video systems 360° panoramic camera Laser scanner for capturing [...] evenness) AI-supported evaluation of surface distress Video documentation with 360° camera and 4K camera systems Determination of alignment parameters (gradient and crossfall, curve radius) Inventory of traffic [...] einem * markiert. Name * E-Mail * Betreff * Nachricht * Send DI Roland Spielhofer Scientist / Transportation Infrastructure Technologies +43 664 8157972 +43 50550-6599 roland.spielhofer(at)ait.ac.at Download
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dHealth Conference 2024: Insights into the future of digital health
conference continues to develop every year and generates innovative ideas and partnerships. This dynamic and the close collaboration between all participants will improve healthcare in the long term. " [...] platform to present their innovative solutions. This session impressively demonstrated how creative and dynamic the digital healthcare landscape is and the potential that lies in new ideas. The participants in [...] Tilmann Kluge and Christoph Baumgartner for their work "Feasibility of an Integrated Telemonitoring System for Home-recorded EEG with Automated AI-based EEG Analysis". Conclusion and outlook The dHealth
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Project INNOnet - FAQ
- /en/research-topics/flexibility-business-models/projects/project-innonet/project-innonet-faq
existing home automation systems + What is clever-PV and what do I get from using it as a demo participant? Clever-PV is a cloud-based energy management system that is linked to the dynamic electricity grid fees [...] and register. App Store | Playstore + How can I connect my existing home automation system/energy management system to the grid fees? This function will be available by March 2025 at the latest. This answer [...] energy management system, refer to the question "What is clever-PV and what do I get from using it as a demo participant" or "How can I register for clever-PV". + How can I integrate the dynamic grid tariffs
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AIT presents automated forklift
automated transport vehicles can sustainably improve the transport of goods in Europe. The AIT is project partner and pioneer in the development of safe, user-centred and automated transport and logistics [...] logistics systems for the future. In this project, we are focusing specifically on the human-centered automation of loading and unloading processes using an automated forklift in unstructured environment.
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AIT bei der Langen Nacht der Forschung 2024
- /en/blog/ait-bei-der-langen-nacht-der-forschung-2024
des AIT: „Nachhaltige und resiliente Infrastrukturen“, insbesondere in den Bereichen Energie, Transport und Gesundheit, sowie „Digitale Transformation von Industrie und Gesellschaft“. Das AIT arbeitet [...] Eskalationen, Störungen etwa im Pandemiemanagement und sogar zu Marktmanipulationen führt. Am AIT werden Systeme zur automatischen Erkennung von Desinformationen und anderen schädlichen Inhalten entwickelt – dabei [...] Europa im Training getestet: Mehr als 200 Rettungs- und Notfallsanitäter:innen nutzen bereits das System in jeweils einwöchigen Trainings an sechs Standorten und gaben dem Forschungs- und Entwicklungsteam
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AIT continues to expand excellence in applied research
resilient infrastructures" - which includes areas such as energy systems of the future, sustainable mobility and selected areas of the healthcare system - and "Digital transformation of industry, the economy and [...] the outstanding employees," says Schwab. Important node in the Austrian and European innovation system "We develop solutions for industry, business and society," emphasises Brigitte Bach, spokesperson [...] on for the AIT management. The AIT is an important node in the Austrian and European innovation system. This is also reflected in the high level of participation in European research programmes: in 2023
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