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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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Benchmarking and trend analysis

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Network Analysis

• /en/research-topics/data-science-artificial-intelligence/solutions-services/network-analysis

detection and diagnosis of the ever-growing number of anomalies occurring in all sort of complex systems, including data networks but not limited to that. By enabling the analysis of highly-dimensional

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Flexible, semi-automated video forensics system for the analysis of mass video data after terrorist attacks

• /en/research-topics/datascienceartificialintelligence/projects/florida

Flexible, semi-automated video forensics system for the analysis of mass video data after terrorist attacks Flexible, semi-automated video forensics system for the analysis of mass video data after terrorist [...] bilateral project FLORIDA will develop a semi-automated video forensics system for the analysis of video data after terrorist attacks. This system will improve the efficiency and quality of work for investigators

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Risk Assessment and Virtual Black Spot Analysis

• /en/research-topics/road-safety-accident-research/risk-assessment-and-virtual-black-spot-analysis

identified. Simulation results form the basis for the development and optimisation of active safety systems for vehicles. × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff

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Analysis and Optimization of Pedestrian Flows

• /en/solutions/analysis-and-optimization-of-pedestrian-flows

e analysis using crowd simulation, computer-aided crowd control systems and virtual reality technologies to evaluate wayfinding systems. Simulate Higher safety, comfort and efficiency for pedestrian flows [...] Better orientation through virtual experience CONTROL System to automatically optimize pedestrian flows FORECAST Information and planning system for pedestrian flows × Kontakt Formular Pflichtfelder sind

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Rapid vulnerability analysis for cities

• /en/research-topics/climate-resilient-urban-pathways/projects/rapid-vulnerability-analysis-for-cities

with the impacts of climate change, which threaten their built, blue, and green infrastructure systems as well as the quality of life of their populations. The VESPA project (rapid vulnerability analysis

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Potential and implementation analyses

• /en/solutions/decarbonisation-and-digitalisation-in-industry/potential-analyses

possibilities of components and systems for the economic use of waste heat Digital mapping and integration of systems and components Comparison of different plants, systems and operating modes Forecasts [...] Operating data analyses Our methods Simulation and design of control and regulation concepts for thermal systems. Digitization, horizontal and vertical networking, data acquisition and visualization Statistical

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Amphora

• /en/research-topics/road-condition-monitoring-assessments/projects/amphora

contribution to the system design and distress catalogue based on Austrian regulations, collection and evaluation of reference data with different surface distress collection systems (scanner, camera) and [...] expenditure of time and money and, on the other hand, introduces a certain unwanted subjectivity into the system. At the most important Austrian measuring vehicle for road condition monitoring "RoadSTAR" the existing

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AMBOS

• /en/research-topics/enabling-digital-technologies/projects/ambos

reliable sensor system. Further focal points at this KIRAS project have been related to the following areas: Constitution of the user processes and interfaces for modern civil air defense systems in terms of [...] of interoperability with existing crisis management systems and decision support. Examination of the legislative approaches that allow a constitutional intervention and technical means in accordance with [...] providing an instruction manual for official use of the technology and as a decision aid in case such systems are purchased. The results have been shown as a functional technology demonstrator based on the relevant

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AMBITION

• /en/research-topics/road-safety-accident-research/projects/ambition

current asset management systems. The respective guide-lines and codes for planning, construction and maintenance of roads and railways (RVS) include a standardized marking system for tunnels which is based

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AMALFI

• /en/research-topics/forming-technologies/projects/amalfi

Project partner Hammerer Aluminium Industries HAI High Performance Industrial Plants HPI Pankl Racing Systems voestalpine Division Metal Forming Recaro Aircraft Seatings LTC Lightweight Construction Center non

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Alternatives to electrolysis

• /en/solutions/hydrogen/hydrogen-research-development/alternatives-to-electrolysis

evolution reaction (OER), while the photocathode controls the hydrogen evolution reaction (HER). These systems offer a promising pathway for renewable energy conversion, as they directly transform solar energy [...] of the photoelectrodes. Challenges of Photoelectrochemical Water Splitting The development of PEC systems faces several key challenges, including improving the stability, efficiency, and scalability of [...] in materials science, nanotechnology, and device engineering to develop robust and efficient PEC systems for sustainable hydrogen production. Photocatalytic Water Splitting Photocatalytic water splitting

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Technology development with alternative refrigerants

• /en/solutions/heat-pump-technologies/technology-development-with-alternative-refrigerants

the performance data of different design parameters. Simulation of extreme operating conditions and system limits Determining the refrigerant filling quantity Optimisation of heat pumps and refrigeration

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ALPHORN

• /en/research-topics/road-safety-accident-research/projects/alphorn

signalling facilities and trackside sensors is a major element in the cost structure of level crossing systems. A proper solution to this problem is to use wireless communication to transmit safety-relevant data [...] the general feasibility and significant savings for the construction of level crossing protection systems as a product in the future. Transmission delays, reliability reduction and energy consumption are [...] .ac.at Project partners EBE Solutions, Österreich RAIL Expert Consult GmbH, Österreich Cargomon Systems GmbH, Österreich Frauscher Sensortechnik GmbH, Österreich ZÖLLNER Signal GmbH, Deutschland

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