28,847 projects

ENERGIX-Stort program energi

Machine Learning Models for the Surveillance of Physical Power Markets

...The goal of our project is the development and...in software of machine learning models for the operative surveillance of physical power...designed to run automatically and be used by power market regulators such as NVE, market...kritisk, men ofte oversett krav til kraftmarkeder er...

Awarded: NOK 4.7 mill.

Project Period: 2018-2021

Location: Oslo

ENERGIX-Stort program energi

New Machine Learning Algorithms for the Calculation of Water Values

...power markets featuring hydro generation such as...market, the optimal use of the available hydro power resource is essential to a well-functioning...desired environmental goals and to maximise the socio-economic benefit of the power system....

Awarded: NOK 4.2 mill.

Project Period: 2021-2023

Location: Oslo

FRINATEK-Fri prosj.st. mat.,naturv.,tek

Data-driven Algorithms for Physical Simulations

...by multi-scale and partially unknown physically processes that are too complex or poorly...or numerical methods. The plummeting cost of sensors, computational power, and data storage...for data-driven modelling of such physical systems. However, while both physical...

Awarded: NOK 12.0 mill.

Project Period: 2020-2024

Location: Viken

POS-ERC-Støtte til ERC søkere som oppnår god evaluering

Data-driven Algorithms for Physical Simulations - with applications to breast cancer growth modelling and treatment optimisation

...by multi-scale and partially unknown physically processes, and hence are numerically...The plummeting cost of sensors, computational power, and data storage in the last decade offers...for data-driven modelling of such physical systems. However, while both physical...

Awarded: NOK 0.27 mill.

Project Period: 2018-2019

Location: Viken

IKTPLUSS-IKT og digital innovasjon

Graph-based Neural Models for Dialogue Management

...The GraphDial project sets out to advance the...dialogue management often make use of neural models trained on dialogue data using supervised or...to enhanced performance across a broad range of tasks, but also have two important...

Awarded: NOK 8.0 mill.

Project Period: 2020-2024

Location: Oslo

IS-RURE-EONR-rettsvitenskap

Is the European Financial Market Supervisory Architecture well enough set-up to cope with the challenges of financial markets?

...The topic and purpose of the project is a legal...of (1) selected institutional aspects of the new European financial market supervisory...(2) with a view to its suitability to cope with the challenges of financial markets. Focus will...

Awarded: NOK 15,000

Project Period: 2014-2014

Location: Ukjent Fylke

NAERINGSPH-Nærings-phd

Machine Learning in Credit Risk Modelling

...The logistic regression is useful in calculating...is large literature showing the advantages of machine learning in credit risk. Machine learning...solutions to deal with common problems faced in the classical credit risk models. In addition,...

Awarded: NOK 1.7 mill.

Project Period: 2016-2021

Location: Viken

ENERGIX-Stort program energi

Day-Ahead Bidding with Multiple Short-Term Markets

...The European power system is expected to become...larger volumes and higher prices in balancing markets. This will increase the importance and...a consistent view on trade in all short-term markets. The producers' ability to optimally bid...

Awarded: NOK 14.4 mill.

Project Period: 2015-2019

Location: Trøndelag - Trööndelage

NAERINGSPH-Nærings-phd

Automated short-term production planning processes for Hydro- and windpower using deep reinforced learning methods

...The objective of this project is to develop new...applied decision support for hydro- and windpower production planning. The long-term target is...process using a combination of fundamental models, and deep reinforced learning methods. ...

Awarded: NOK 1.7 mill.

Project Period: 2017-2021

Location: Oslo

PES2020-Prosj.etabl.støtte H2020

Diaper Sens system, including a cloud-based platform to remotely monitor and alert when the patient needs care

...moisture, micro movement and gyro) placed on the outside of any diapers and reusable with up to...Computer interface provides local adjustment of alarm settings and sensitivities based on...Prone Apps are used so alerts are pushed to the caregiver when the patient need supervision. ...

Awarded: NOK 74,999

Project Period: 2020-2021

Location: Oslo

BIA-Brukerstyrt innovasjonsarena

Machine Learning for Transparent and Sustainable Investing

...The underlying idea of ML for ESG-investing is to...factors, enable full transparency, and lower the cost and friction to more sustainable...tool designed around interpretable machine learning and inclusion of ESG factors. To...Kapitalforvaltning utføres i en av to former: enten...

Awarded: NOK 14.0 mill.

Project Period: 2020-2024

Location: Oslo

NAERINGSPH-Nærings-phd

Uncertainty quantification and phenomenological knowledge: Predictive power of emulator models for tail behaviour of safety critical systems

...The project will seek to establish the necessary...knowledge in response surface models. These are fast running approximations of...consuming computer simulations or expensive physical experiments, based on limited realizations...

Awarded: NOK 1.7 mill.

Project Period: 2017-2021

Location: Viken

NAERINGSPH-Nærings-phd

Tuning the Model Factory

...the largest bank in Norway, DNB collects huge...data. This gives the bank good prospects for utilizing both traditional statistical models...in which the candidate is working is one of the bank’s leading environments within customer...

Awarded: NOK 1.8 mill.

Project Period: 2020-2023

Location: Oslo

IS-RURE-EONR-rettsvitenskap

the new European financial market supervisory architecture

...The topic and purpose of the project is a legal...of (1) selected institutional aspects of the new European financial market supervisory...(2) with a view to its suitability to cope with the challenges of financial markets. Focus will...

Awarded: NOK 30,000

Project Period: 2014-2015

Location: Oslo

NAERINGSPH-Nærings-phd

Optimization of hybrid energy storage systems for the integration of renewable energy sources into the power grid and off-grid systems

...The main objective of this Ph.D. project is to...of a novel hybrid energy storage system for the integration of renewable energy sources...The Ph.D. candidate will develop simulation models for the storage system and verify the...

Awarded: NOK 2.4 mill.

Project Period: 2018-2022

Location: Vestland

IKTPLUSS-IKT og digital innovasjon

Bio-inspired neural networks for AI applications

...There has been an enormous development in...AI supersedes human skills in some fields, the brain is still far superior in many areas - it...it can transfer knowledge from one task to another. Recent progress has come in reinforcement...foregår for tiden en svært hurtig utvikling innen...

Awarded: NOK 16.0 mill.

Project Period: 2019-2024

Location: Oslo

IKTPLUSS-IKT og digital innovasjon

Intelligent dispatching and optimal operation of cascade hydropower plants based on spatiotemporal big data

...The scope of the IntHydro project is at the centre...Projects on Digitalisation call. The aim of the IntHydro project is to explore and define...hydropower scheduling using ML techniques. The scheduling methodology will address...

Awarded: NOK 10.0 mill.

Project Period: 2020-2023

Location: Trøndelag - Trööndelage

PES2020-Prosj.etabl.støtte H2020

Self-learning knowledge graph for enterprise intelligence

...a startup in Norway focused on using AI and machine learning to solve real world problems. We...to discover new knowledge from vast amounts of data. The core foundation of our data...knowledge graph. At is core it’s an expression of how the enterprise world is connected - a graph...

Awarded: NOK 74,999

Project Period: 2019-2020

Location: Oslo

IKTPLUSS-IKT og digital innovasjon

Stability under Adversarial INfluence of Transmission Grids

...cyber-physical systems (CPS) is critical not only for...environment, but is also required to prevent physical, bodily, or environmental harm. One...at small scale such as in local Internet of Things or for critical infrastructures such as...til fornybare energi påfører store utfordringer...

Awarded: NOK 9.6 mill.

Project Period: 2019-2023

Location: Innlandet

IKTPLUSS-IKT og digital innovasjon

Next Generation Kernel-Based Machine Learning for Big Missing Data Applied to Earth Observation

...numerous scientific fields, severely degrading the power of learning and inference algorithms,...decision making and loss of accuracy. In the emerging era of big data, gaps in data...a big missing data problem. As a key solution, the KERNEO project will develop the next...

Awarded: NOK 8.3 mill.

Project Period: 2015-2019

Location: Troms og Finnmark - Romsa ja Finnmárku - Tromssa ja Finmarkku

PROFESJON-Forskningskompetanse for utvalgte profesjonsutdanninger

Multiparameter Active Antenna Sensor

...the expansion of the internet-of-things (IoT) in...of such devices is to sense one or more physical parameters for monitoring and/or actuation...The rapid expansion and massive deployment of these devices rise the need for new design...

Awarded: NOK 9.9 mill.

Project Period: 2020-2023

Location: Trøndelag - Trööndelage

IKTPLUSS-IKT og digital innovasjon

Logic-based Artificial Intelligence Everywhere: Tsetlin Machines in Hardware

...Machines (TMs) are a new machine learning (ML)...allocation to extract common patterns in the data, rather than relying on minimizing output...to overfitting. Unlike the intertwined nature of pattern representation in neural networks...er en ny form for maskinlæring som er basert på...

Awarded: NOK 14.6 mill.

Project Period: 2020-2024

Location: Agder

IKTPLUSS-IKT og digital innovasjon

Intelligent use of data to build optimization tools for cyber-physical systems in the process industry

...project aims to address the main challenges related to developing...for the process industries, which are: 1. Lack of good models that can be used in optimization...2. Wrong value of model parameters used in the optimization problem (online model update) 3....

Awarded: NOK 11.4 mill.

Project Period: 2019-2022

Location: Trøndelag - Trööndelage

IKTPLUSS-IKT og digital innovasjon

Sensor Validation for Digital Twins of Safety-Critical Systems

...The project shall develop a systematic framework...by forcing a paradigm shift towards the development and the integration of signal...concepts from graph signal processing, deep learning and transfer learning, SIGNIFY shall design...

Awarded: NOK 15.9 mill.

Project Period: 2021-2024

Location: Trøndelag - Trööndelage

IKTPLUSS-IKT og digital innovasjon

Gameplay prediction of reading difficulties (GAMEPLAY). A machine learning approach based on school starters serious gameplay

...has established the importance of early literacy interventions to...their reading difficulties. Early intervention for children with reading difficulties (RD) is...remained an error-prone process. In Norway, the national quality monitoring system has no...

Awarded: NOK 5.5 mill.

Project Period: 2021-2024

Location: Oslo

FRITEK-Teknologi

New Information Theoretic methods for Intelligent Data Analysis

...The goal of the three year IT-IDA postdoctoral...is to develop new machine learning algorithms for intelligent data analysis, such as robust...based on recently developed concepts in information the ory, Mercer kernel theory and graph...

Awarded: NOK 2.5 mill.

Project Period: 2006-2009

Location: Troms og Finnmark - Romsa ja Finnmárku - Tromssa ja Finmarkku

PES2020-Prosj.etabl.støtte H2020

AIA MFlux - Scalable Machine Learning Platform

...The main objective of AIA Science is to...more efficient and enabling businesses to offer new and better services in the market. ...solution able to handle the massive amounts of data available in many operations in a easily...

Awarded: NOK 74,999

Project Period: 2018-2019

Location: Trøndelag - Trööndelage

FRINATEK-Fri prosj.st. mat.,naturv.,tek

Beyond Worst-Case Analysis in Algorithms

...The field of theoretical computer science faces a...to estimate the computational complexity of problems, fails to explain the effectiveness of...this fundamental challenge, we will revise the foundations of computer science by moving...teoretisk informatikk står overfor en grunnleggende...

Awarded: NOK 12.0 mill.

Project Period: 2021-2027

Location: Vestland

ENERGIX-Stort program energi

Managing Weather Risk in Electricity Markets

...renewable sources of energy becoming more dominant in the production...will model and analyse weather risk in energy markets, and investigate ho w actors on the market...namely NordPool and EEX, and investigate how weather factors like temperature, precipitation and...

Awarded: NOK 5.2 mill.

Project Period: 2012-2015

Location: Oslo

ENERGIX-Stort program energi

A New Model For Power Markets Under Uncertainty

...The future of any market is subject to large...uncertainty, and this is true also for power markets in the Nordics and elsewhere. Demand levels,...technologies and costs, as well as weather-driven aspects such as hydro inflows, wind...

Awarded: NOK 2.5 mill.

Project Period: 2015-2017

Location: Oslo