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Benchmarking and trend analysis

Tribology, the science that deals with the phenomena of friction, wear and lubrication in moving systems, is of crucial importance for numerous technical applications. As an internationally recognised centre [...] This also includes a regular international comparison based on key output figures. AIT Innovation Systems and Policy has therefore been conducting benchmarking and content trend analyses in the field of

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Analytical Services

• /en/research-topics/bioresources/analytical-services

their components are introduced into the system in a controlled and homogeneous fashion over a long period of time. Multiple devices can be introduced into the system simultaneously and tested in parallel [...] for material or biological data. Research services and trainings We can adapt existing analytical systems for your purposes or pursue completely new research goals according to your wishes and needs. Our

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Scalable video analytics framework

• /en/research-topics/surveillance-protection/video-analytics/scalable-video-analytics-framework

to rapidly develop computer vision applications, system designers, algorithm and application developers as well as customers and end-users of such systems need architectures that give them the flexibility

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Video Analytics

• /en/research-topics/surveillance-protection/video-analytics

Design of vision algorithms and system concepts Technological expertise, feasibility studies and proof of concepts Prototypical implementations, demonstration and system verification Our solutions Scalable [...] ture. In order to analyse the huge amount of video data generated, advanced visual surveillance systems have been developed which offer insights and facilitate the automatic extraction of security-relevant

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Responsive Sensing and Analytics

• /en/research-topics/cooperative-digital-technologies-1/responsive-sensing-and-analytics

realm of Responsive Sensing and Analytics (RSA)! We are trailblazers in crafting innovative sensor systems for environmental and security applications, ushering in impressive real-time situational awareness

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Graph Analytics

• /en/research-topics/data-science-artificial-intelligence/multimodal-analytics/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

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Large-Scale Mobility Data Analytics

• /en/solutions/sensing-travel-behavior/large-scale-mobility-data-analytics

hours) - Long-term prediction (up to 2 weeks) Professional Software and System Engineering: Integration of the developed Python-based system into the client’s production environment Movement pattern extraction [...] data. Explorative Data Analysis Machine Learning and Algorithm Development Professional Software and System Engineering Explorative Data Analysis We assess data quality, investigate the potential for knowledge [...] technically proven machine learning approaches for knowledge extraction. Professional Software and System Engineering We develop and integrate software modules. For best performance, we optimize algorithm

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Data analytics for energy system applications

• /en/solutions/network-operators-energy-service-providers/data-analytics-for-energy-system-applications

Data analytics for energy system applications Data analytics for energy system applications Reliable forecasts are becoming increasingly important for system operators, energy suppliers and plant operators [...] operators. At the same time, an increasing amount of measurement data is being collected in the energy system and often stored in the form of time series. Our experts for data management and data analysis have [...] energy, which can also be transferred to grid nodes if required Data mining applications to support system operation Voltage quality analyses and conception of corresponding measurement concepts Conceptual

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Mobility data analytics for dynamic and interactive trans

• /en/research-topics/mobility-data-collection-and-analysis/mobility-data-analytics-for-dynamic-and-interactive-transport-management

Be Out’ systems, based on r obust pattern analysis of smartphone sensor data fused with static and operational public transport network data exploiting massive Automatic Identification System (AIS) vessel [...] different sensor sources in real time to provide accurate and comprehensive insights into transportation systems. AIT develops major building blocks for real-time identification of multimodal traffic state patterns [...] various (combined) data sources such as cell phone communication signal datasets, GPS, Bluetooth, toll systems, etc. reliable detection of public transport journeys of people for innovative electronic ticketing

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Geo-spatial big data analytics

• /en/research-topics/mobility-data-collection-and-analysis/geo-spatial-big-data-analytics

J. Schmidt, F. Roth, N. Brändle: " Untangling Origin-Destination Flows in Geographic Information Systems "; Information Visualization, SAGE (2017). R. Fritze, A. Graser, M. Sinnl: " Combining spatial i [...] Proceedings 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS) ", (2017), 663 - 668. A. Graser, M. Leodolter, H. Koller: " Towards Better Urban Travel

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Multimodal Analytics

• /en/research-topics/data-science-artificial-intelligence/multimodal-analytics

expertise in spatiotemporal analytics, such as analysis of trajectories from a variety of tracking systems, including GPS, cellular, and video-based, as well as in cryptoasset forensics; for example, providing

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Industrial Analytics

• /en/research-topics/data-science-artificial-intelligence/multimodal-analytics/industrial-analytics

Anomaly Detection (AI4TSAD): Real-time AI-based anomaly detection to predict failures and optimize system performance Predictive Maintenance (AI4PHM): AI-driven prognostics for proactive equipment maintenance

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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

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Andreas Kugi

• /en/contact/managing-directors/andreas-kugi

research interests include the modeling, control, and optimization of complex dynamical systems, mechatronic system design, robotics, and process automation. In the last years, he has been collaborating [...] pneumatic, and electrical drives, energy systems, and advanced process control applications in the metal industry. He consequently strives to combine advanced system theory and control with real-world ap [...] Andreas Kugi Brief Biography Andreas Kugi is a full professor for Complex Dynamical Systems at Technische Universität Wien , Austria, and since 07/2023, he has been the Scientific Director of the AIT Austrian

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Tobias Glück, Andreas Kugi and Stefan Flixeder win Paper Award

(Competence Unit Complex Dynamical Systems/VAC), Andreas Kugi (VAC und ACIN/TU Wien) and Stefan Flixeder (former PhD student ACIN/TU Wien) develop automation systems to support the manufacturing process [...] Control) takes place every 3 years. It promotes research and application of automatic control and systems engineering. At each IFAC World Congress, the authors of three selected papers of the journal Me

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ANFÜK

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

improvement The connection between expansion joint (EJ) and road surface is a sensible area within the system “Street”, which must fulfil high demands. Tight tolerances exist for the evenness of the surface [...] out using different designs (e.g. supporting ribs, concrete sleepers) to ensure durability of the system. Often these different designs as well as the used materials were not regulated, and execution depended

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Microbiome Workshop in the EU Parliament with Angela Sessitsch

. "Our growing understanding of the interconnectedness of microbiomes in environmental and food systems suggests that microbiome innovations have the potential to improve the sustainable production of [...] exactly are microbiomes? Microbial communities, i.e. microbiomes, determine virtually every living system on Earth, impacting the quality of soils, water, air, plants, food, feed, animal and human health [...] health, and climate.  Scientists are striving for discoveries in microbiology and microbial systems around the globe. Many exciting microbiome-related innovations can be expected with significant contributions

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Anita Graser and Sebastian Egger-Lampl win Future Zone Awards

measures. Anita Graser is a computer scientist at the Center for Energy and researches geoinformation systems that enable the analysis and visualisation of movement data. She won in the category "Women in Tech":

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Risikobasiertes Anlagen-Management und Potential von Ultrahochfestem Beton im Bahnbrückenbau

geringere Betriebseinschränkungen. Die Brücke mit einer Spannweite von 6,0 m wurde mit einem Monitoring-System ausgestattet, um das Bauwerksverhalten infolge von Zugüberfahrten zu erfassen. Nach drei Jahren der

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Annotorious Image Annotation

• /en/research-topics/datascienceartificialintelligence/culturaldatascience/annotorious-image-annotation

select part of an image, and leave a text comment on it. Annotorious also features a flexible plugin system through which it can be easily customized or extended to meet domain-specific requirements. Annotorious

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