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Using Graph Neural Networks in Reinforcement Learning with Application to Monte Carlo Simulations in Power System Reliability Analysis
(Journal article; Peer reviewed, 2024)This paper presents a novel method for power system reliability studies that combines graph neural networks with reinforcement learning. Monte Carlo methods are the backbone of probabilistic power system reliability analyses. ... -
The Role of Process Flexibility for Faster Decarbonization of Industrial Energy Demande
(Doctoral theses at NTNU;2025:96, Doctoral thesis, 2025)To limit the rapidly increasing global warming, we need to decarbonize fossilbased processes fast. The industry sector accounts for 38 % of global final energy consumption, and around half of this is still based on fossil ... -
Automatic Power Quality Disturbance Feature Extraction Using Fast Iterative Filtering
(Chapter, 2024)Power quality (PQ) events have become increasingly complex due to the growing integration of renewable energy resources into electric grids. Hence, there is a pressing need for expressive latent representations of the ... -
Numerical modelling of the effect of temporary overvoltages in extruded HVDC cable insulation
(Master thesis, 2025)Numerical simulations performed by CIGRE joint working group B4C4B1.73 have indicated that in HVDC power transmission networks pole-to-ground failures can lead to temporary overvoltages in the network which are not covered ... -
Centralized vs. Decentralized Deployment of Battery Energy Storage System on Offshore Platforms
(Chapter, 2024)Energy storage (ES) integration with offshore platforms is promising if significant cost and carbon emissions reduction needs to be realized. An important question is how ES should be deployed, considering both the centralized ... -
Overview of Small Modular and Advanced Nuclear Reactors and Their Role in the Energy Transition
(Journal article; Peer reviewed, 2025)There is an unprecedented need to expand the toolbox of solutions to boost the scalability of clean power and energy systems. Amidst this challenge, nuclear energy is increasingly recognized as an important player in the ... -
Grid tariff design and peak demand shaving: A comparative tariff analysis with simulated demand response
(Peer reviewed; Journal article, 2025)The electrification of the energy system requires significant grid expansion, raising the question of how to defer investments through efficient utilisation of the existing grid. Cost-reflective grid tariff designs that ... -
Solar home systems and swarm electrification: Decentralized power systems for energy access
(Doctoral theses at NTNU;2025:68, Doctoral thesis, 2025)There is an urgency of achieving Sustainable Development Goal 7, which aims to ensure access to affordable, reliable, sustainable, and modern energy for all by 2030. Despite progress, 685 million people still lacked ... -
The Aggregation of Wind Time-Series in Capacity Expansion Models
(Journal article; Peer reviewed, 2025)Capacity Expansion Models (CEMs) are widely used in the academic literature to understand the needs and dynamics of highly renewable energy systems. Due to computational constraints, it is common to aggregate time-series ... -
The impact of high-voltage circuit breaker condition on power system reliability
(Doctoral theses at NTNU;2025:70, Doctoral thesis, 2025)The electric power grid is a complex, ageing system that requires substantial investment to meet societal needs. Reliability analysis tools are required to assist in decision-making concerning system development and asset ... -
The representation of hydrogen in open-source capacity expansion models
(Journal article; Peer reviewed, 2024)The intermittent nature of wind and solar power has led to a scientific consensus in the international energy research community that a mix of energy sources and carriers is necessary to achieve carbon neutrality. The ... -
Synergistic Meta-Heuristic Adaptive Real-Time Power System Stabilizer (SMART-PSS)
(Journal article; Peer reviewed, 2025)Classical fixed-parameter power system stabilizers (PSS) are typically designed to work well for a limited and specific set of operating conditions. However, the integration of low-inertia, inverter-based renewable energy ... -
Lysbuefeil i SF6/luft-isolerte koblingsanlegg i høyspennings fordelingsnett
(Teknisk rapport / SINTEF energiforskning;, Research report, 1989) -
CINELDI strategy and roadmap for transitioning to a flexible, intelligent power grid (CINELDI report 04:2024)
(Research report, 2024)This report summarises the results of a comprehensive strategy process in which the entire FME CINELDI consortium has been involved. CINELDI is a centre for environment-friendly energy research (FME) founded 8 years ago ... -
ANN-Based Robust Current Controller for Single-Stage Grid-Connected PV With Embedded Improved MPPT Scheme
(Journal article; Peer reviewed, 2024)There has been growing interest in single-stage grid-connected photovoltaic (PV) systems due to their reduced losses and overall size, as they eliminate the intermediate DC-DC conversion stage. The primary objective of ... -
Revenue assessment of damage aware wind farm control for secondary frequency regulation provision
(Journal article; Peer reviewed, 2024)In this paper, a case study of a wind power plant participating in the balancing market is presented and any potential revenue benefits are estimated. To make a representative performance assessment, an existing case for ... -
Approximate SPICE modeling of SiC MOSFETs
(Journal article; Peer reviewed, 2025)The recent adaptation of wide bandgap (WBG) semiconductors pushes the SPICE circuit simulation software to the very edge, requiring computationally light and accurate assessment of rapid and oscillatory transients. One of ... -
Running Renewable-Rich Power Grids With Small Modular Reactors: Their grid-forming role in the future power system.
(Journal article; Peer reviewed, 2024)The future power grid will integrate large shares of variable renewables, such as solar and wind, through inverter-based solutions. These developments change the power grid’s characteristics owing to lower shares of classical ... -
Automatic standard building category classification from smart meter data – A supervised learning approach
(Journal article; Peer reviewed, 2024)Increased availability of smart meter data offers better insight into buildings’ electricity usage. By classifying smart meter data by building type and presence of heating appliances, we can efficiently gain metadata about ... -
Impact of the Offshore Wind Development Plans in the North Sea on the Decarbonization of the European Energy System
(Journal article; Peer reviewed, 2024)Large amounts of offshore wind (OW) power are expected to be installed in the North Sea in the next decades with countries aiming for a total of 300 GW by 2050 as stated in the Ostend declaration. This scale-up will help ...
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