Photo: UiT
Yngve Birkelund
Professor / Renewable energy / Centre Leader ARC
Job description
Professor in renewable energy. Department of physics and technology
Leader, UiT Arctic Center for sustainable energy (ARC): https://arc.uit.no
Hao Chen,
Yngve Birkelund,
Bjørn-Morten Batalden,
Abbas Barabadi
:
Noise-intensification data augmented machine learning for day-ahead wind power forecast
Hao Chen,
Qixia Zhang,
Yngve Birkelund
:
Machine learning forecasts of Scandinavian numerical weather prediction wind model residuals with control theory for wind energy
Hao Chen,
Yngve Birkelund,
Zhang Qixia
:
Data-augmented sequential deep learning for wind power forecasting
Hao Chen,
Stian Normann Anfinsen,
Yngve Birkelund,
Fuqing Yuan
:
Probability distributions for wind speed volatility characteristics: A case study of Northern Norway
Hao Chen,
Yngve Birkelund
:
An Evaluation on Diverse Machine Learning Algorithms for Hourly Univariate Wind Power Prediction in the Arctic
Hao Chen,
Yngve Birkelund,
Stian Normann Anfinsen,
Reidar Staupe-Delgado,
Fuqing Yuan
:
Assessing probabilistic modelling for wind speed from numerical weather prediction model and observation in the Arctic
Hao Chen,
Yngve Birkelund,
Fuqing Yuan
:
Examination of turbulence impacts on ultra-short-term wind power and speed forecasts with machine learning
Hao Chen,
Yngve Birkelund,
Stian Normann Anfinsen,
Fuqing Yuan
:
Comparative study of data-driven short-term wind power forecasting approaches for the Norwegian Arctic region
Kine Solbakken,
Yngve Birkelund,
Eirik Mikal Samuelsen
:
Evaluation of surface wind using WRF in complex terrain: Atmospheric input data and grid spacing
Kine Solbakken,
Yngve Birkelund
:
Evaluation of the Weather Research and Forecasting (WRF) model with respect to wind in complex terrain
Yngve Birkelund,
Stefano Alessandrini,
Øyvind Byrkjedal,
Luca Delle Monache
:
Wind power prediction in complex terrain using analog ensembles
Journal of Physics: Conference Series (JPCS) 2018 DOI
Thomas Ibsa Beka,
Steffen G Bergh,
Maxim Smirnov,
Yngve Birkelund
:
Magnetotelluric signatures of the complex tertiary fold–thrust belt and extensional fault architecture beneath Brøggerhalvøya, Svalbard
Thomas Ibsa Beka,
Kim Senger,
Uula Autio,
Maxim Smirnov,
Yngve Birkelund
:
Integrated electromagnetic data investigation of a Mesozoic CO2 storage target reservoir-cap-rock succession, Svalbard
Journal of Applied Geophysics 2017 DOI
Muhammad Bilal,
Yngve Birkelund,
Matthew Carl Homola,
Muhammad Shakeel Virk
:
Wind over complex terrain e Microscale modelling with two types of mesoscale winds at Nygårdsfjell
Renewable Energy 2016 DOI
Thomas Ibsa Beka,
Maxim Smirnov,
Yngve Birkelund,
Kim Senger,
Steffen G Bergh
:
Analysis and 3D inversion of magnetotelluric crooked profile data from central Svalbard for geothermal application
Tectonophysics 2016 DOI
Muhammad Bilal,
Kine Solbakken,
Yngve Birkelund
:
Wind speed and direction predictions by WRF and WindSim coupling over Nygårdsfjell
Malin Abrahamsen,
Yngve Birkelund
:
Coastal wind from satellite measurements and meteorological models for offshore wind power prediction
ISOPE - International Offshore and Polar Engineering Conference. Proceedings 2015
Yngve Birkelund,
Jarle André Johansen,
Alfred Hanssen
:
High-precision surrogate data based tests for Gaussianity and linearity of discrete time random processes
European Signal Processing Conference 2015 DOI
Thomas Ibsa Beka,
Maxim Smirnov,
Steffen G Bergh,
Yngve Birkelund
:
The First Magnetotelluric Image of the Lithospheric-Scale Geological Architecture in Central Svalbard, Arctic Norway
Muhammad Bilal,
Yngve Birkelund,
Homola Matthew
:
High Winds at Nygårdsfjell
Journal of Clean Energy Technologies (JOCET) 2015 DOI
Muhammad Bilal,
Guillermo Araya,
Yngve Birkelund
:
Preliminary Assessment of Remote Wind Sites
Martin Hansen Skjelvareid,
Yngve Birkelund,
yngvar Larsen
:
Internal pipeline inspection using virtual source synthetic aperture ultrasound imaging
NDT & E international 2013 DOI
Martin Hansen Skjelvareid,
Tomas Olofsson,
Yngve Birkelund
:
Three-dimensional ultrasonic imaging in multilayered media
AIP Conference Proceedings 2012 DOI
Øystein Klemetsen,
Svein Ketil Jacobsen,
Yngve Birkelund
:
Radiometric temperature reading of a hot ellipsoidal object inside the oral cavity by a shielded microwave antenna put flush to the cheek
Svein Ketil Jacobsen,
Øystein Klemetsen,
Yngve Birkelund
:
Vesicoureteral reflux in young children: a study of radiometric thermometry as detection modality using an ex vivo porcine model
Physics in Medicine and Biology 2012 DOI
Martin Hansen Skjelvareid,
Yngve Birkelund,
yngvar Larsen
:
Synthetic Aperture Focusing of Outwardly Directed Cylindrical Ultrasound Scans
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 2012 DOI
Brent W. Snow,
Arunachalam Kavitha,
Valeria De Luca,
Øystein Klemetsen,
Yngve Birkelund,
Paul R. Stauffer
et al.:
NONINVASIVE GRADE V VESICOURETERAL REFLUX DETECTION: AN ANIMAL STUDY
The Internet Journal of Urology 2011
P R Stauffer,
P F Maccarini,
K. Arunachalam,
Valeria De Luca,
Sara Salahi,
A Boico
et al.:
Microwave radiometry for non-invasive detection of vesicoureteral reflux (VUR) following bladder warming
Proceedings of SPIE, the International Society for Optical Engineering 2011 DOI
Yngve Birkelund,
Frank Melandsø
:
Integrated ultrasound sensor for microwave heating and radiometry in medical applications
IEEE International Ultrasonics Symposium Proceedings 2011 DOI
Martin Hansen Skjelvareid,
Tomas Olofsson,
Yngve Birkelund
:
Ultrasonic imaging of pitting using multilayer synthetic aperture focusing
Brent W. Snow,
Kavitha Arunachalam,
Valeria De Luca,
Paolo Maccarini,
Øystein Klemetsen,
Yngve Birkelund
et al.:
Non-invasive vesicoureteral reflux detection: Heating risk studies for a new device
Journal of Pediatric Urology 2011 DOI
Yngve Birkelund,
Øystein Klemetsen,
Svein Ketil Jacobsen,
Kavitha Arunachalam,
Paolo Maccarini,
Paul R. Stauffer
:
Vesicoureteral Reflux in Children: A Phantom Study of Microwave Heating and Radiometric Thermometry of Pediatric Bladder
IEEE Transactions on Biomedical Engineering 2011 DOI
Øystein Klemetsen,
Yngve Birkelund,
Svein Ketil Jacobsen,
Paolo Maccarini,
Paul R. Stauffer
:
DESIGN OF MEDICAL RADIOMETER FRONT-END FOR IMPROVED PERFORMANCE
Progress in Electromagnetics Research B 2011 DOI
Martin H. Skjelvareid,
Tomas Olofsson,
Yngve Birkelund,
yngvar Larsen
:
Synthetic Aperture Focusing of Ultrasonic Data From Multilayered Media Using an Omega-K Algorithm
Yngve Birkelund
:
Renewable energy in Arctic regions, UiT research perspective.
2022
Jia Yi Jin,
Muhammad Shakeel Virk,
Yngve Birkelund
:
Study of Atmospheric Ice Accretion on Wind Turbine Blades
2021
Bjarte Hoff,
Matteo Chiesa,
Yngve Birkelund,
Berit Kristoffersen
:
A renewable arctic: Green energy transitions
2019
Trond-Ola Hågbo,
Yngve Birkelund,
Cathrine Henaug
:
North Atlantic Energy Network, Appendix D, Norway
2016 FULLTEKST
Thomas Ibsa Beka,
Maxim Smirnov,
Yngve Birkelund
:
Reconnaissance Geothermal Resource Assessment Using Magnetotelluric Imaging on Svalbard, Norway
2015
Muhammad Bilal,
Yngve Birkelund,
Guillermo Araya
:
Wind Flow Over a Complex Terrain in Nygårdsfjell, Norway.
2015
Muhammad Bilal,
Yngve Birkelund,
Guillermo Araya,
Gutierrez Walter,
Ruiz-Columbie Arquimedes
:
Evaluation of aerodynamic loads in wind farms due to katabatic winds.
2015
Thomas Ibsa Beka,
Maxim Smirnov,
Yngve Birkelund
:
Magnetotelluric imaging on Svalbard: Fitting data having anisotropic behavior with 3D inversion
2014
Muhammad Bilal,
Yngve Birkelund
:
Empirical modeling of wind power production during winter season
2013
Kirsti Midttømme,
Nalan Koc,
Yngve Birkelund,
Ole Øiseth,
Alvar Braathen,
Magnus Eriksson
et al.:
Geotermisk energi for Svalbard
2013 SAMMENDRAG
Thomas Ibsa Beka,
Yngve Birkelund,
Maxim Smirnov
:
Correlating magnetotelluric sounding with borehole data for geothermal parameter characterization in Sulitjelma area, Norway
2013
Kjell Øystein Netland,
Yngve Birkelund,
Hans-Georg Køller
:
Undervisning av globale klimaendringar
2012
Silje Sanderud Haaland,
Yngve Birkelund
:
Estimation of production loss due to icing on wind turbines
2012
Brent W. Snow,
Kavitha Arunachalam,
Valeria De Luca,
Øystein Klemetsen,
Yngve Birkelund,
Paul R. Stauffer
et al.:
NONINVASIVE GRADE V VESICOURETERAL REFLUX DETECTION: AN ANIMAL STUDY
2011
Martin Hansen Skjelvareid,
Tomas Olofsson,
Yngve Birkelund
:
Three-dimensional ultrasonic imaging in multilayered media
2011 ARKIV
Paul R. Stauffer,
Paolo Maccarini,
Kavitha Arunachalam,
Sara Salahi,
Valeria De Luca,
Øystein Klemetsen
et al.:
Hyperthermia and microwave radiometry for non-invasive detection of vesicoureteral reflux (VUR)
2011
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Research interests
Renewable energy, wind power resources, wind power prediction, time series analysis, machine learning, statistical signal processing, nonlinear systems, higher order statistics, microwaves, ultrasound and hypertermia.
Leader UiT Arctic Center for sustainable energy (ARC): https://arc.uit.no
Research projects:
- Smart Senja: https://smartsenja.no/en
- nICE: https://en.uit.no/project/nice
Supervision of PhD students:
- Martin Hansen Skjelvareid (2012): Synthetic aperture ultrasound imaging with applicaiton to interior pipe inspection
- Øystein Klemetsen (2012): Design and evaluation of a medical microwave radiometer for observing temperature gradients subcutaneously in the human body
- Thomas Beka (2016): Geoelectrical structures beneath Spitsbergen-Svalbard derived from magnetotelluric imaging
- Muhammad Bilal (2016): Wind Energy at Nygårdsfjellet – Norway. Wind field characterization and modelling
- Jia Yi Yin (2021): Study of Atmospheric Ice Accretion on Wind Turbine Blades (co-supervisor)
- Kine Solbakken (ongoing) - Numerical wind modelling in complex terrain
- Hao Chen (ongoing) - Data-driven Arctic wind energy analysis by statistical and machine learning approaches
- Albara Mustafa (ongoing) - Risk assessment of operation and maintenance of wind turbine in the Arctic (co-supervisor)
- Pravin Punde (ongoing) - Numerical weather prediction modelling and ice accretion on structures
Teaching
Recent courses:
- FYS-3034 Wind modelling in complex terrain
- FYS-2017 Sustainable energy
- ELE-3601 Renewable energy - Generation and conversion
- FYS-2006 Signal processing
Older topics/experience:
- FYS-1006 Innføring i signaler og sensorer
- FYS-2007 Statistical signal theory / STA-2003 Tidsrekker
- FYS-2014 Digital design
- FYS-3027 Geothermal energy
- FYS-3011 Detection theory
- MNF-6001 Temaer i Naturfag trinn I
- AUT-1001 Programmering med mikrokontroller
- AUT-2005 Reguleringsteknikk
Development and projects:
- Flexible introductory courses in physics (FYS-0100)
- Education in science for teachers (MNF-6001/6002)
Supervision of master's students:
- Julie Svane (2022): Wind power forecasting as input to day-ahead trading strategies for wind in complex terrain
- Ola Wang Ørjavik (2022): Wind energy and economic assessment of a wind farm at Senja
- Brynhild Bentsen Sæther (2021 - co-supervisor): Wind power prediction with machine learning methods in complex terrain areas
- Gjøran Emil Hansen (2020): Wind at Northern Senja: Use of numerical weather prediction models for wind resource assessment
- Paul Bednorz (2019): Decentralized wind power as part of the relief for an overstrained grid. A case study on Northern Senja, Norway
- Anders Aarhuus Fossem (2019): Wind resource assessment using weather research and forecasting model. A case study of the wind resources at Havøygavlen wind farm
- Andreas Aarhuus Fossem (2019): Short-term wind power prediction models in complex terrain based on statistical time series analysis
- Lars Marius Rannekleiv (2019): Estimation of power supply by renewable energy sources to a weather station at Nordlysobservatoriet, Alta
- Torgeir Blæsterdalen (2016 - co-supervisor): Wind resource assessment using mesoscale modelling. A case study at the potential wind farm site Rieppi
- Morten Jacobsen (2014): Short-term wind power prediction based on Markov chain and numerical weather prediction models: A case study of Fakken wind farm
- Malin Abrahamsen (2013): Coastal wind from SAR and NWP model for offshore wind power production
- Julianne Iversen (2013): Geothermal energy and district heating in Ny-Ålesund, Svalbard
- Eivind Kristoffersen (2013): Grunn geotermisk energi i et hybrid energisystem
- Kjell Øystein Netland (2012): Undervisning av globale klimaendringar
- Yudong Yin (2012): Non-invasive temperature measurement for breast cancer detection
- Silje Sanderud Haaland (2011): Estimating production loss due to icing on wind turbines
- Helge Øberg (2011): Ultrasound sensor for biomedical applications
- Rolf Andersen (2009): Monostatisk antennearray for UWB radar
- Kristoffer Ryeng (2008 - co-supervisor): Aktive antenner for ultrabredbånd-radar
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