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Data driven performance and failure diagnosis of PV syste
- /en/solutions/photovoltaic/data-driven-performance-and-failure-diagnosis-of-pv-systems
managers and O&M companies, that enable fully automated monitoring of PV systems based on real time detection and classification of system failures and quantification of performance losses. The routines allow [...] algorithms Simulation of performance models (“Digital Twins”) to detect system performance deviations and classification of system failures based on data feeds Correction of sensor measurement uncertainties [...] performance and failure diagnosis of PV syste Data driven performance and failure diagnosis of PV systems Digital technologies are widely used in PV power plants operation to increase asset performance.
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HTCoils: Optimized Materials for High Temperature Coils
Environmental Control Systems (E-ECS) feature many low power electromechanical actuators to ensure control and tuning of items such as high temperature valves of electrical systems in future airplanes. [...] of high temperature coil systems and to test their functionality in electromagnet actuators for different applications in an aeronautic Electrical Environmental Control System (E-ECS). Stephan Ucsnik, [...] actuator coil materials. These offer various novel applications in electrical systems of future aircrafts as well as all mobility systems on earth.” This project has received funding from the Clean Sky 2 Joint
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Anomaly Detection & Cyber Threat Intelligence
- /en/research-topics/cyber-security/anomaly-detection-cyber-threat-intelligence
concepts, algorithms and systems that apply machine learning techniques to characterize system behavior and detect deviations from an established baseline. These solutions for adaptive system log stream processing [...] techniques in modern systems. Build efficient algorithms to extract, classify and cluster frequently occurring patterns in log files. Create concepts to automatically build system behavior profiles with [...] An effective link to threat intelligence solutions further allows to tune the anomaly detection system and focus on the threatened areas, while vice verse extracting indicators from raw logs is a means
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Dependable Systems Engineering
- /en/research-topics/dependable-systems-engineering
Dependable Systems Engineering Dependable Systems Engineering Dependability means Availability, Reliability, Safety, Integrity, Maintainability, and Security. It is a key aspect in many application domains [...] Ensuring the dependability of these complex systems therefore is a precondition for the public to be trusting and accepting them. The research field Dependable Systems Engineering (DSE) focuses on studying and [...] security management system for the vehicle sector Research Services Safety & Security read more Verification & Validation read more Trainings & Consulting read more Projects Dependable Systems Engineering Projects
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Quality and yield assurance for PV systems in practice
- /en/research-topics/training-education/training-in-the-field-of-photovoltaics/further-courses-in-the-field-of-photovoltaics/quality-and-yield-assurance-for-pv-systems-in-practice
Quality and yield assurance for PV systems in practice Quality and yield assurance for PV systems in practice The economic efficiency of a PV system is determined to a large extent by its service life [...] knowledge of measurement and test protocols of photovoltaic systems Interpretation and evaluation of the measurements carried out during system commissioning and inspection Knowledge of the necessary quality [...] knowledge as well as several years of experience in the PV sector. Course content Standard-compliant system testing Acceptance protocol and plant documentation in practice Standards and their importance for
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Energy Informatics Conference 2023
future energy systems, sector coupling and the integration of intermittent renewable generation Information and decision support systems for future energy markets and mechanisms Energy system modelling and [...] and (open) energy system data Protocols and architectures for IT systems in the energy sector Data analytics and machine learning for smart energy systems and decentralised decision-making, as well as [...] including cyber security and privacy protection, interoperability, verification of networked smart grid systems 4.October: Doctorials AIT (Gieffinggasse 2,1210) and Austrain Computer Society&nbs
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Surveillance & Protection
- /en/research-topics/surveillance-protection
and "Development of Embedded Vision Systems". An important objective in this context is, for example, the development of state-of-the-art technologies and systems for the protection of citizens when [...] information, for which the development of intelligent image processing systems is necessary, plays a special role. The systems automatically transmit safety-relevant information to operators of infra [...] sensors, but industry often faces major problems in terms of interoperability of hardware and software systems as well as efficient and cost-effective data analysis. In order to meet this challenge , AIT has
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Fit4Food2030
- /en/research-topics/innovation-systems-digitalisation/projects/fit4food2030
Fit4Food2030 Ensuring the future of food systems The European research project FIT4FOOD2030 is to set the course for the future of the European food system. In line with the European Commission's Food2030 [...] current trends, showcases and breakthroughs in the innovation landscape of food systems were analyzed. Key Words: Food, Food Systems, PolicyLabs, Stakeholder Involvement, Trends, RRI Start: 11/2017 Duration: [...] successfully provide accessible, healthy and sustainable food for all. The aim is to make European food systems future-proof through research and innovation (R&I). In the first year, the project focused on laying
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Development of cavern heat storage in Austria
- /en/research-topics/heating-and-cooling-networks-for-cities-and-industry/projekte/development-of-cavern-heat-storage-in-austria
the storage system. Highly efficient insulation materials: These minimize heat loss and make a decisive contribution to overall energy efficiency. Intelligent control systems: Such systems optimize heat [...] transfer of thermal energy between the storage medium and the heat supply system. Monitoring and safety systems: These systems enable continuous monitoring of the storage operation and ensure a high level [...] efficiency and reducing costs in energy storage systems, Techno-economic analyses: In order to assess the technical and economic feasibility of the storage systems, AIT carries out detailed analyses, identifies
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SCOTT
- /en/research-topics/enabling-digital-technologies/projects/scott
trustworthy connectivity, and will facilitate the ubiquity of intelligent, embedded systems and systems of systems, thus helping to solve burning issues in the automated vehicles industry (Cars/Railways) [...] developed channel models to system level and integration with network and traffic simulator interfaces. Webpage: https://scottproject.eu/ Funding : Electronic Component Systems for European Leadership (ECSEL) [...] wellbeing. The project delivered leading-edge developments including a fully mobile, multi-node sounding system, highly accurate geometry-based stochastic channel models for vehicular scenarios (driverless cars
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TRIcEPS
- /en/research-topics/hybrid-electric-aircraft-technologies/projects/triceps
the air intake, its engine protection system and all the relevant sub-systems at TRL 7. Facts TRIcEPS - Tilt Rotor Integrated Air Intake and Engine Protection Systems Programme: H2020-EU.3.4.5.3. - IADP [...] air-intakes with integrated engine protection systems, which will be geared on two key enabling technologies: a removable thermoelectric ice protection system based on the heater layer technology. a vortex [...] intake will be equipped with a bypass for operation in clean flow and a compressor washing system. The full system will be tested and qualified through extensive testing, which will include Icing wind tunnel
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Machine Vision Lab
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the workload on human resources through supportive and user-friendly systems. The prototypes of high-performance inspection systems introduced here are designed for optical in-line quality inspection and [...] Assistive & Autonomous Systems Center VAC +43 664 88390027 monika.riedl-riedenstein(at)ait.ac.at To the Center for Vision, Automation & Control The Research Groups High-Performance Vision Systems Assistive & Autonomous [...] Machine Vision Lab The AIT lab for optical metrology and inspection systems In the Machine Vision Lab (MVL), the AIT Center for Vision, Automation & Control (VAC) presents its latest high-performance
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Experience
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and wayfinding systems by analysing architectural models and designs in virtual, immersive test environments. EXPERIENCE your benefits Optimisation of infrastructure and wayfinding systems in existing or [...] and wayfinding systems can be quickly identified by EXPERIENCE, allowing the optimisation of pedestrian flows, safety, efficiency, and comfort. Research Field Integrated Mobility Systems × Kontakt Formular [...] movements, ambient noise and pedestrian flows are included in the simulation as well as wayfinding system components such as signs, screens or PA announcements. Test subjects go through different and individual
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CityStore
- /en/research-topics/flexibility-business-models/projects/citystore
requirements to achieve optimized planning and implementation of urban energy storage systems as part of an integrated energy system. A wide range of technologies and applications are available as energy storage [...] Schematic of the simulated cavern storage system Result The results of the project and research enable optimized planning and implementation of urban energy storage systems, allowing for focused investment in [...] CityStore Context The use of urban energy storage systems is an important element for a successful energy transition. The objective of the project CityStore was to investigate main research and development
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Efficient Buildings and HVAC Technologies
- /en/research-topics/efficient-buildings-and-hvac-technologies
interface Heat pump systems Developments and optimizations in the refrigeration circuit of heat pumps (compression heat pumps as well as open sorption systems) on component and system level Simulations from [...] (AI) Thermal simulation of buildings and energy systems with IDA ICE, EnergyPlus, TRNSYS and Modelica Testing of building controllers for HVAC systems in simulation-based real-time environment via BACnet [...] planning approaches over the entire life cycle. In particular, the integration of renewable energy systems and heat pumps plays an important role here. Based on digital solutions and methods, we develop
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Research and Testing Infrastructure for DC Systems
- /en/research-topics/power-system-planning-operation/projects/research-and-testing-infrastructure-for-dc-systems
ture for DC Systems DC Hub Austria The growing relevance of direct current (DC) technology is accompanied by an increasing demand for high-performance testing infrastructure for DC systems. While high-voltage [...] and medium-voltage direct current systems (LVDC, MVDC) are currently developing rapidly. As part of the energy transition, new fields of application for DC systems are emerging—particularly in the integration [...] grids, at the interfaces to e-mobility (e.g. medium-voltage multi-megawatt charging systems), and to storage systems such as batteries, electrolysers, and fuel cells. Project objectives The exploratory
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Mobilize
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technical concepts for temporarily deployable and relocatable technical security systems for large-scale railway systems. The project addressed societal, environmental and economic goals and the specific [...] Mobilize Mobilize Maintaining the operational safety of large railway systems such as the infrastructure of the ÖBB or Wiener Linien represents a considerable challenge for the operators. Acts of sabotage [...] entry of the tracks can put operational safety at risk. A permanent installation of surveillance systems, as commonly used in video surveillance, is technically and economically unfeasible due to the large
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Development of heat pumps for buildings
- /en/solutions/heat-pump-technologies/development-of-heat-pumps-for-buildings
the specific requirements of a building. These systems often combine multiple technologies to optimize energy consumption. Examples include: Geothermal systems: Utilizing constant ground heat for maximum [...] intelligent energy management systems. Integration with other innovative technologies, such as battery storage or smart grids. The combination of various technologies enhances system efficiency and ensures optimal [...] These tests ensure that all developed systems comply with legal regulations and international quality AIT: Accredited Testing Center for Renowned Certification Systems EHPA Quality Label The EHPA Quality
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Hydrogen in industry
- /en/solutions/hydrogen/hydrogen-in-industry
of hydrogen-based systems using digital models ("Digital Twins") Technology-specific support in the procurement process for hydrogen systems Analysis of existing technologies and systems on the market E [...] technological advancements are expected to lower costs. System integration of hydrogen technologies into existing infrastructure and industrial systems AIT offers comprehensive development services in the [...] existing infrastructure and industrial systems. These services take a holistic approach to optimize and scale hydrogen applications. Key areas include: Techno-Economic System Assessments: Analyses of the economic
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Transformation of the food system
Center for Innovation Systems & Policy, Beatrix Wepner and her colleagues work intensively on systemic approaches that can contribute to the transformation of the entire food system. A study on "Healthier [...] about one third of all greenhouse gas emissions caused by humans. "It is therefore time for an urgent system change, also in view of the growing demographic development. We should not only keep an eye on whether [...] (Center for Health & Bioresources, Center for Technology Experience & Center for Innovation Systems & Policy) at the AIT was used across the board for the project. One focus of the study was the
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