Explainable AI
Machine learning and artificial intelligence are very flexible and powerful methods for modelling and prediction, but they rarely provide any human understandable explanation or justification for...
Machine learning and artificial intelligence are very flexible and powerful methods for modelling and prediction, but they rarely provide any human understandable explanation or justification for...
Our work contributes to a future green, sustainable and modern energy system. We develop and apply models for handling uncertainty, analysing profitability, emissions, socio-economic and...
In SINTEF we use and develop quantitative methods and models to do economic analysis within a range of different sectors. The analyses is performed on different time horizons, from long-term...
Cyber physical systems where physical processes and devices are coordinated create new possibilities to create adaptive and scalable distributed solutions within many areas, for example solar...
Smart design of sensors and onboard AI enables safer, more capable, and more efficient autonomy for unmanned ground vehicles and drones. Autonomous vehicles rely on their ability to sense and...
A digital twin for additive manufacturing (AM) fuses data from part design, function and process simulation, and process monitoring for supporting quality control and certification of parts. The...
We develop methods and models that assess – in a systems perspective – societal impacts of emerging technologies and structural change in terms of the UN's SDG indicators. Sustainability -...
Micro-Optics concerns development of miniature components for light manipulation, such as micromirrors, microlenses, diffractive- and meta-optical elements, and photonic integrated circuits. Our...
One of the main components behind autonomous robotics is motion planning. Motion planning is the problem of determining how a robot should move in order to fulfil its goals, while avoiding...
User participation describes the degree of user influence in decision-making processes and the design of public services. User participation occurs when the user and the user organizations...
Thermal systems are comprised of components for heat and/or cold production, distribution, consumption and storage. A thermal system can be a local heating or cooling network for a construction...
Drying is one of the oldest and most used processes in humankind and enables e.g. to store food over longer periods of time. The main reason for drying is to extend the shelf life of a product and...
SINTEF Ocean performs analyses and testing of flexible risers, including power cables and umbilicals to verify their structural integrity. We have a long track record of performing verification...
Fish ladders are constructed to enable fish to swim up past migration barriers. Such barriers may be natural or artificial and the aim is to provide the fish with access to areas which are...
A power transformer is a complex apparatus with windings, core, tap-changer, bushings etc., designed and manufactured for many years of operation in a power system. SINTEF has know-how and runs...
Combustion of fuels like natural gas, wood, gasoline and coal is the main source of heat and power worldwide, both in industry and in our private lives. Combustion is also the main source of...
SINTEF has laboratories for testing all sanitary products. We provide information for consumers, insurance companies, the building industry and the authorities. We work continuously to influence...
Hydrate and wax formation in subsea transport flowlines will cause undesired fluid properties and even blocking of the wellstream, following shutdown and comprehensive repairs. Direct electrical...
Hydropower has meant a lot for Norwegian industry and Norway's welfare. From hydropower inroads until today there has been a significant development in the analysis of impacts of hydropower...
Nanotechnology has a potential for applications within a wide range of EOR related techniques. It may be used for enabling new or improving existing EOR methods. Solutions of nano sized particles...