Foto: UiT
Yngve Birkelund
Professor / Fornybar energi / Senterleder ARC
Stillingsbeskrivelse
Professor fornybar energi. Institutt for fysikk og teknologi
Leder, UiT Arktisk senter for fornybar energi og håndtering av klimagasser (ARC): https://arc.uit.no
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,
Bjørn-Morten Batalden,
Abbas Barabadi
:
Noise-intensification data augmented machine learning for day-ahead wind power forecast
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,
Yngve Birkelund,
yngvar Larsen
:
Synthetic Aperture Focusing of Outwardly Directed Cylindrical Ultrasound Scans
IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 2012 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 H. Skjelvareid,
Tomas Olofsson,
Yngve Birkelund,
yngvar Larsen
:
Synthetic Aperture Focusing of Ultrasonic Data From Multilayered Media Using an Omega-K Algorithm
Brent W. Snow,
Arunachalam Kavitha,
Valeria De Luca,
Øystein Klemetsen,
Yngve Birkelund,
Paul R. Stauffer
m.fl.:
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
m.fl.:
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
m.fl.:
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
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
m.fl.:
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
m.fl.:
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
m.fl.:
Hyperthermia and microwave radiometry for non-invasive detection of vesicoureteral reflux (VUR)
2011
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Forskningsinteresser
Fornybar energi, vindressurser, prediksjon av vindkraft, tidsrekkeanalyse, maskinlæring, statistisk signalteori, ikke-lineære systemer, høyere ordens statistikk, mikrobølger, ultralys og hypertermi
Leder av UiT Arktisk senter for fornybar energi og håndtering av klimagasser (ARC): https://arc.uit.no
Forskningsprosjekter:
- Smart Senja: https://smartsenja.no
- nICE: https://en.uit.no/project/nice
Veiledning av PhD studenter:
- 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 (medveileder)
- 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 (medveileder)
- Pravin Punde (ongoing) - Numerical weather prediction modelling and ice accretion on structures
Undervisning
Nylige emner:
- FYS-3034 Wind modelling in complex terrain
- FYS-2017 Sustainable energy
- ELE-3601 Renewable energy - Generation and conversion
- FYS-2006 Signal processing
Eldre emner/erfaring:
- 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
Kursutvikling og undervisningsprosjekter:
- Fleksibelt introduksjonsemner i fysikk (FYS-0100)
- Videreutdanning i naturfag for lærere (MNF-6001/6002)
Veiledning av masterstudenter:
- 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 - medveileder): 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 - medveileder): 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 - medveileder): Aktive antenner for ultrabredbånd-radar
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