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Large-Scale Mobility Data Analytics

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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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22%

Integrated Photovoltaic solutions

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photovoltaics, ranging from system and component design to feasibility studies. AIT’s diverse services include: System and Component Design Precise planning of photovoltaic systems is essential for their [...] through: Combined simulation of components and overall systems: Using integrated planning methods, both individual components and entire systems are optimized. Customization for specific requirements: [...] profitability of photovoltaic systems is the expected energy yield. AIT conducts detailed analyses to: Develop yield forecasts: Accurate predictions based on site data and system configurations. Identify

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25%

Photovoltaic systems quality assessment and design

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Photovoltaic systems quality assessment and design Procurement support and integration of battery storage systems The energy transition and the growing demand for sustainable energy systems are bringing [...] your system. This includes: Creating digital simulations to optimize system design. Considering site conditions, load profiles, and application scenarios. Maximizing energy efficiency and system lifespan [...] met. The system operates reliably and safely. Performance Analysis Long-term system performance analysis ensures that: Optimization opportunities are identified and implemented. The system’s efficiency

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26%

PV power plants

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Services for PV Power Plants Quality Assurance and Design of PV Systems One of AIT's core services is the quality assurance and design of PV systems. This includes precise planning and optimization of installations [...] throughout the system's lifetime. The emphasis is on compliance with national and international standards, such as ÖVE and IEC norms, which are critical for the construction and operation of PV systems. Profitability [...] help minimize performance losses and maximize system availability. AIT develops customized diagnostic tools to support proactive maintenance and system optimization. Digital technologies are widely used

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Autonomous Ticketing

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transport. Combined with GIS data, time schedule and real-time information of the public transport system, MODE thus enables an autonomous ticketing solution without additional infrastructure or user interaction [...] evaluating smartphone-based travel surveys for an autonomous ticketing and a respective revenue sharing system. Vienna, Austria Capturing the mobility behaviour of users of the Wien-Mobil-Routing app in collaboration

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Mode

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superior data quality Multimodal e-ticketing systems allow seamless mobility and convenience Automated travel time calculation for information and monitoring systems How it works Capturing routes and transport [...] automatically track the distances travelled and transport modes used, thus enabling software developers, system integrators and transport operators to design innovative mobility services. MODE provides the missing [...] big advantage Reliable identification of the used means of transport Easy integration in existing systems No user interaction required Professional support and scientific expertise from the AIT Implementation

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Data driven performance and failure diagnosis of PV syste

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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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Photovoltaic

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energy market and driving the global expansion of PV systems. Innovation and Integration into Energy Systems: Integrating photovoltaics with energy systems, such as through storage solutions or smart grids [...] long-term system performance analyses to achieve optimal results. This expertise makes AIT the ideal partner for future-proof energy storage systems. Procurement Support for Battery Storage Systems AIT offers [...] As photovoltaics plays an increasingly critical role in the energy system, the demand for reliable and durable products and systems grows under mounting cost pressures. Climate Change and Energy Security:

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iStormy

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battery solutions, iSTORMY looks at the entire system in which it integrates innovation on the power electronics, the battery stack and the Energy Management System level, including the possibility to use 2nd [...] iStormy i-stormy Interoperable, modular and Smart hybrid energy STORage systeM for stationarY applications Context The ongoing energy transition requires new paradigms including new assets capable of [...] addressing novel grid needs. Storage units can address several of these system requirements, especially when these units are composed of different sources, such as batteries, supercapacitors, electrolysers

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Project 567

/en/solutions/network-operators-energy-service-providers/power-system-planning-operation-support/project-567

of the system voltages, and other measures. Method This is the first time an analysis has been done with this level of detail including all low and medium voltage grids of distribution system operators [...] grasp of grid expansion needs and the effectiveness of different measures helps both distribution system operators and policy makers. Objective The purpose of the project is to provide a method for the [...] essential electrical consumers (especially electromobility and heat pumps), as well as storage systems. Detailed survey of the medium- and long-term grid reinforcement requirements in the medium- and

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Power Conversion Technologies

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conversion systems is one of the most important design parameters and cost drivers. Therefore, AIT has developed proprietary software for the optimal design of storage systems and hydrogen-based systems . The [...] and system testing Numerous references for procurement support of large-scale storage systems from 250 kVA (250 kWh) to 10 MVA (12 MWh) Faster and more favorable procurement of your storage systems Reference [...] Furthermore, AIT offers techno-economic system analysis for integration into industry and infrastructure. Development of optimization concepts for the use of systems to increase economic efficiency Investigation

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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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Energy Communities

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Energy Communities Energy Communities Energy communities will play an important role in the energy system and in the decarbonization of energy supply in the future. Both citizen energy communities and renewable

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Assessment of your ecological balance sheet

/en/solutions/plan/ecological-balance-sheet

analysis, evaluation and optimization of transport systems. To increase efficiency and sustainability, the experts at the AIT Center for Mobility Systems evaluate current vehicle and fleet deployments. Using [...] integrated systems) × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send DI (FH) Martin Reinthaler , MSc Research Engineer / Integrated Energy Systems +43 50550-6649 [...] Emission Factors) are used for the direct emissions and GEMIS (Global Emissions Model Integrative System) for the upstream processes. A step towards sustainable mobility A detailed fleet analysis is the

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22%

Fleet Management and Connected Logistics

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in the EU research project OPTIMUM , the AIT is working on the reduction of traffic volume through system-aware intermodal route planning. Project EMILIA : Logistics concepts and electric vehicle components [...] appropriate mathematical methods and tools for this purpose. Plan revolutionises the entire transport system Globalisation and online commerce are driving the demand for transport, and higher transport volume [...] counter this using the highest mathematical expertise. For our methods and tools, such as the FLEET system, we use traffic forecast information or real-time traffic data to calculate the perfect economical

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Energy system modelling

/en/solutions/network-operators-energy-service-providers/energy-system-modelling

Energy system modelling Energy system modelling In search of suitable solutions for decarbonization, an integrative view of the energy system is necessary, taking into account all energy sources and their [...] frameworks OUR METHODS Our experts have several in-house developed and open-source tools for energy system modeling at their disposal, which can be flexibly applied depending on the specific questions. Framework [...] Framework Key data AIT MarketFlow In-house developed fundamental model of the Austrian energy system, which is used for long-term forecasts of energy prices and the development of technology and decarbonization

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PREDICT

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framework conditions. This enables early recognition of patterns and can be used to optimise the overall system. A pro-active scheduling of vehicles and fleets is thus made possible. This increases efficiency [...] tactical and operational fleet management Online connection and easy integration into existing IT systems References Use of data analytics and optimisation algorithms in the area of health logistics Dynamic [...] Betreff * Nachricht * Send DI (FH) Martin Reinthaler , MSc Research Engineer / Integrated Energy Systems +43 50550-6649 +43 50550-6439 martin.reinthaler(at)ait.ac.at Download the factsheet Factsheet PREDICT

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DELIVER

/en/solutions/plan/deliver

through online access via browser Compatible interfaces to/from existing systems, easy integration into a CRM, ERP, ordering system, etc. Flexible deployment, particularly suitable for small and medium-sized [...] Betreff * Nachricht * Send DI (FH) Martin Reinthaler , MSc Research Engineer / Integrated Energy Systems +43 50550-6649 +43 50550-6439 martin.reinthaler(at)ait.ac.at Download the factsheet Factsheet DELIVER

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22%

Power to X

/en/solutions/hydrogen/power-to-x

efficiently combine electricity and heat and thus optimize overall energy consumption. Heat storage systems also offer the possibility of storing energy over longer periods of time and using it flexibly. Heat [...] Betreff * Nachricht * Send Dr. DI DI Stephan Abermann Head of Competence Unit Power and Renewable Gas Systems +43 50550 6384 +43 50550 6311 stephan.abermann(at)ait.ac.at

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Value chain for hydrogen

/en/solutions/hydrogen/value-chain-for-hydrogen

Betreff * Nachricht * Send Dr. DI DI Stephan Abermann Head of Competence Unit Power and Renewable Gas Systems +43 50550 6384 +43 50550 6311 stephan.abermann(at)ait.ac.at

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11%

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