Machine learning in the loop
Control systems are in general based on the same structure (feedback loops) and physics-based models of the dynamic system regardless of application. Based on model and parameter estimation, a...
Control systems are in general based on the same structure (feedback loops) and physics-based models of the dynamic system regardless of application. Based on model and parameter estimation, a...
SINTEF uses various numerical simulation tools in combination with physical understanding and practical experience. This can, for example, be simulation of AM processes in order to improve...
AM is the latest step in a long chain of digital processes using many different digital formats. The physical part is manufactured with a selected AM process, controlled by a process plan and...
In most situations, the modelled process will involve some uncertain parameters. This uncertainty has to be taken into account, to minimize the negative impacts it would otherwise had on the...
The goal of optimization is to improve processes, with respect to specified criteria. In SINTEF, we do this by creating a mathematical model of the process, and then use special mathematical...
SINTEF has have long experience in developing decision support systems for an optimal resource usage in industry and government administration. This can be decision support both on operational and...
Data science tries to extract knowledge or insight from data, either structured or unstructured. In SINTEF, our expertise is to take this knowledge further into improved planning and decision...
SINTEF Minalab has been a pioneer in the development and manufacturer of silicon radiation sensors for space and scientific applications since the 1980s. For space applications, the team has...
Finite Element Methods (FEM) are extensively employed for addressing scientific and engineering issues modeled by partial differential equations (PDEs). Within SINTEF, we specialize in the...
A Digital Twin (DT) is defined as a virtual representation of a physical asset enabled through data and simulators for real-time prediction, optimization, monitoring, controlling, and improved...
User journeys - or customer journeys - put humans at the center of a process, whether we have the role of patient, employee, user or employee. CJML helps you keep track of the details of the user...
The term "connectivity" traditionally refers to the quality, state, or capability of a system to communicate information. However, access to the internet has nowadays become so common that...
Signal processing is a branch of electrical engineering used to model and analyse analog and digital data representations of physical events. All the technology we use today and even rely on in...
Safe and reliable batteries with a high energy density are of outermost importance for the electrification of our society, in particular in the transport sector where lithium-ion batteries are...
Fluidized bed reactors are widely used in the metallurgical, energy and chemical industries today. In addition, many clean and efficient fluidized bed process concepts are under development, in...
SINTEF boasts a long history in the development of functional materials and metallurgy, with state of the art synthesis, processing and characterization laboratories that allow for the development...
At SINTEF, we are developing cutting-edge multiscale modelling tools to support both the scientific development of new energy storage materials and the engineering integration of electrochemical...
In alignment with Europe's Green Deal for 2050 and SINTEF's commitment towards technology for a better society, we are also developing alternate battery technologies that are safe, low cost,...
Recycling is hardly considered during module production, and therefore still cumbersome and inefficient. Therefore, it is necessary to design modules for end-of-life recycling to allow recovery...
SINTEF has expertise on recycling in the solar cell production such as: Argon recycling, Water recycling, Silicon (broken cells, pot-scrap and kerf) recycling, Used quartz crucible utilisation,...