Mark C. Kelly - DTU Orbit (22/09/2016) Kelly, Mark C.

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1 Mark C. Kelly - DTU Orbit (22/09/2016) Kelly, Mark C. mkel@dtu.dk Department of Wind Energy - Senior Researcher Resource Assessment Modelling Publications: A new k-epsilon model consistent with Monin-Obukhov similarity theory van der Laan, P., Kelly, M. C. & Sørensen, N. N In : Wind Energy. 11 p. Publication: Research - peer-review Journal article Annual report year: 2016 Comparison of OpenFOAM and EllipSys3D for neutral atmospheric flow over complex terrain Cavar, D., Réthoré, P-E., Bechmann, A., Sørensen, N. N., Martinez, B., Zahle, F., Berg, J. & Kelly, M. C In : Wind Energy Science Discussions. 1, p Publication: Research - peer-review Journal article Annual report year: 2016 Demonstration of a Basis for Tall Wind Turbine Design, EUDP Final Report Natarajan, A., Dimitrov, N. K., Madsen, P. H., Berg, J., Kelly, M. C., Larsen, G. C., Mann, J., Verelst, D. R., Dalsgaard Sørensen, J., Toft, H., Abdallah, I., Tarp-Johansen, N-J., Krogh, T., Stærdahl, J., Eriksson, C., Jørgensen, E., Klintø, F. & Thesbjerg, L DTU Wind Energy. 101 p. (DTU Wind Energy E; No. 0108). Publication: Research Report Annual report year: 2016 Elements of extreme wind modeling for hurricanes Larsen, S. E., Ejsing Jørgensen, H., Kelly, M. C., Larsén, X. G., Ott, S. & Jørgensen, E. R DTU Wind Energy. 38 p. (DTU Wind Energy E; No. 0109). Publication: Research Report Annual report year: 2016 Extreme Wind Calculation Applying Spectral Correction Method Test and Validation Hansen, B. O., Larsén, X. G., Kelly, M. C., Rathmann, O. S., Berg, J., Bechmann, A., Sempreviva, A. M. & Ejsing Jørgensen, H DTU Wind Energy. 45 p. (DTU Wind Energy E, Vol. 0098). Publication: Research - peer-review Report Annual report year: 2016 On Displacement Height, from Classical to Practical Formulation: Stress, Turbulent Transport and Vorticity Considerations Sogachev, A. & Kelly, M. C In : Boundary-Layer Meteorology. p p. Probabilistic stability and "tall" wind profiles: theory and method for use in wind resource assessment Kelly, M. C. & Troen, I In : Wind Energy. 19, 2, p Uncertainty in vertical extrapolation of wind statistics: shear-exponent and WAsP/EWA methods Kelly, M. C DTU Wind Energy. 13 p. (DTU Wind Energy E; No. 0121). Publication: Research Report Annual report year: 2016 Addressing Spatial Variability of Surface-Layer Wind with Long-Range WindScanners Berg, J., Vasiljevic, N., Kelly, M. C., Lea, G. & Courtney, M In : Journal of Atmospheric and Oceanic Technology. 32, 3, p p. An experimental and numerical study of the atmospheric stability impact on wind turbine wakes Machefaux, E., Larsen, G. C., Koblitz, T., Troldborg, N., Kelly, M. C., Chougule, A. S., Hansen, K. S. & Rodrigo, J. S In : Wind Energy. 21 p.

2 An improved k-ε model applied to a wind turbine wake in atmospheric turbulence Laan, van der, P. M., Sørensen, N. N., Réthoré, P-E., Mann, J., Kelly, M. C., Troldborg, N., Schepers, J. G. & Machefaux, E In : Wind Energy. 18, 5, p Evaluating and improving WAsP using tall wind measurements Floors, R. R., Troen, I., Kelly, M. C., Pena Diaz, A. & Gryning, S-E Mesoscale modeling for the Wind Atlas of South Africa (WASA) project Hahmann, A. N., Lennard, C., Badger, J., Vincent, C. L., Kelly, M. C., Volker, P. J. H., Argent, B. & Refslund, J DTU Wind Energy. 79 p. (DTU Wind Energy E; No (updated)). Publication: Research Report Annual report year: 2014 Model of wind shear conditional on turbulence and its impact on wind turbine loads Dimitrov, N. K., Natarajan, A. & Kelly, M. C In : Wind Energy. 18, 11, p The k-ε-f P model applied to wind farms Laan, van der, P. M., Sørensen, N. N., Réthoré, P-E., Mann, J., Kelly, M. C., Troldborg, N., Hansen, K. S. & Murcia Leon, J. P In : Wind Energy. 18, 12, p The k-ε-f P model applied to double wind turbine wakes using different actuator disk force methods Laan, van der, P. M., Sørensen, N. N., Réthoré, P-E., Mann, J., Kelly, M. C. & Troldborg, N In : Wind Energy. 18, 12, p The new worldwide microscale wind resource assessment data on IRENA s Global Atlas. The EUDP Global Wind Atlas Badger, J., Davis, N., Hahmann, A. N., Olsen, B. T., Larsén, X. G., Kelly, M. C., Volker, P., Badger, M., Ahsbahs, T. T., Mortensen, N. G., Ejsing Jørgensen, H., Lundtang Petersen, E., Lange, J. & Fichaux, N WASA international collaboration as an example of reciprocal skills transfer through wind energy development in South Africa Otto, A., Mabille, E., Prinsloo, E., Lennard, C., Kruger, A., Hansen, J. C., Mortensen, N. G., Hahmann, A. N., Larsén, X. G. & Kelly, M. C Wind profile modelling using WAsP and "tall" wind measurements Floors, R. R., Kelly, M. C., Troen, I., Pena Diaz, A. & Gryning, S-E Abstracts of the 15th EMS Annual Meeting & 12th European Conference on Applications of Meteorology (ECAM) European Meteorological Society, 1 p. EMS (EMS Annual Meeting Abstracts, Vol. 12). Publication: Research - peer-review Conference abstract in proceedings Annual report year: 2015 Complex terrain wind resource estimation with the wind-atlas method: Prediction errors using linearized and nonlinear CFD micro-scale models Troen, I., Bechmann, A., Kelly, M. C., Sørensen, N. N., Réthoré, P-E., Cavar, D. & Ejsing Jørgensen, H Proceedings of EWEA European Wind Energy Association (EWEA), 10 p. Publication: Research - peer-review Article in proceedings Annual report year: 2015 Complex terrain wind resource estimation with the wind-atlas method: Prediction errors using linearized and nonlinear CFD micro-scale models Troen, I., Bechmann, A., Kelly, M. C., Sørensen, N. N., Réthoré, P-E., Cavar, D. & Ejsing Jørgensen, H. 2014

3 Coupling Atmosphere and Waves for Coastal Wind Turbine Design Bolanos, R., Larsén, X. G., Petersen, O. S., Nielsen, J. R., Kelly, M. C., Kofoed-Hansen, H., Du, J., Sørensen, O. R., Larsen, S. E., Hahmann, A. N. & Badger, M Proceedings of 34th Conference on Coastal Engineering. Lynett, P. J. (ed.). Coastal Engineering Research Council, management.33. (Coastal Engineering Proceedings; No. 34). Publication: Research - peer-review Article in proceedings Annual report year: 2015 Efficient Turbulence Modeling for CFD Wake Simulations van der Laan, P., Sørensen, N. N., Réthoré, P-E., Kelly, M. C. & Mann, J DTU Wind Energy. 156 p. (DTU Wind Energy PhD; No. 0047(EN)). Publication: Research Ph.D. thesis Annual report year: 2015 Modifications to the current WAsP engine for Online WAsP Peña, A., Troen, I., Bechmann, A., Kelly, M. C., Rathmann, O. S. & Heathfield, D DTU Wind Energy. 20 p. (DTU Wind Energy I; No. 0206(EN)). Publication: Research Report Annual report year: 2015 New high-res resource map for the WASA domain and improved data for wind farm planning and development Mortensen, N. G., Hansen, J. C., Kelly, M. C., Mabille, E., Prinsloo, E., Szewczuk, S. & Spamer, Y On the Structure and Adjustment of Inversion-Capped Neutral Atmospheric Boundary-Layer Flows: Large-Eddy Simulation Study Pedersen, J. G., Gryning, S-E. & Kelly, M. C In : Boundary-Layer Meteorology. 153, 1, p On the Temperature and Humidity Dissimilarity in the Marine Surface Layer Larsén, X. G., Kelly, M. C. & Sempreviva, A. M In : Boundary-Layer Meteorology. 151, 2, p Probabilistic Meteorological Characterization for Turbine Loads Kelly, M. C., Larsen, G. C., Dimitrov, N. K. & Natarajan, A In : Journal of Physics: Conference Series (Online). 524, 12 p., Publication: Research - peer-review Conference article Annual report year: 2014 Vertical cross-spectral phases in atmospheric flow Chougule, A. S., Mann, J. & Kelly, M. C In : Journal of Physics: Conference Series (Online). 555, 8 p., Publication: Research - peer-review Conference article Annual report year: 2014 Weibull-k Revisited: Tall Profiles and Height Variation of Wind Statistics Kelly, M. C., Troen, I. & Ejsing Jørgensen, H In : Boundary-Layer Meteorology. 152, 1, p Wind Atlas for South Africa (WASA) Observational wind atlas for 10 met. stations in Northern, Western and Eastern Cape provinces Mortensen, N. G., Hansen, J. C., Kelly, M. C., Szewczuk, S., Mabille, E. & Prinsloo, E DTU Wind Energy. 64 p. (DTU Wind Energy I; No. 0243(EN)). Publication: Research Report Annual report year: 2014 Wind Atlas for South Africa (WASA) Observational wind atlas for 10 met. stations in Northern, Western and Eastern Cape provinces Mortensen, N. G., Hansen, J. C., Kelly, M. C., Szewczuk, S., Mabille, E. & Prinsloo, E DTU Wind Energy. 66 p. (DTU Wind Energy E; No. 0072). Publication: Research Report Annual report year: 2015

4 Wind Atlas for South Africa (WASA) Station and Site Description Report Mortensen, N. G., Hansen, J. C., Kelly, M. C., Prinsloo, E., Mabille, E. & Szewczuk, S Roskilde: Risø DTU National Laboratory for Sustainable Energy. 70 p. (Risø-I; No. 3271(ed.4)(EN)). Publication: Research Report Annual report year: 2012 Wind Atlas for South Africa (WASA) Station and Site Description Report Mortensen, N. G., Hansen, J. C., Kelly, M. C., Prinsloo, E., Mabille, E. & Szewczuk, S Roskilde: DTU Wind Energy. 70 p. (DTU Wind Energy I; No. 0242(EN)). Publication: Research Report Annual report year: 2014 Wind Atlas for South Africa (WASA) Station and Site Description Report Mortensen, N. G., Hansen, J. C., Kelly, M. C., Prinsloo, E., Mabille, E. & Szewczuk, S Roskilde: DTU Wind Energy. 72 p. (DTU Wind Energy E; No. 0071). Publication: Research Report Annual report year: 2015 Community building and cross-border collaboration through online courses in wind energy Badger, M., Monty, A., Badger, J., Berg, J., Bingöl, F., Cronin, T., Gryning, S-E., Hansen, B. O., Ejsing Jørgensen, H., Karagali, I., Kelly, M. C., Larsen, S. E., Mortensen, N. G., Nielsen, R. A., Peña, A., Rathmann, O. & Stenbæk, L Proceedings of EDULEARN13 Conference. IATED, p Publication: Research - peer-review Article in proceedings Annual report year: 2013 Large-eddy simulation of the atmospheric boundary layer: Influence of unsteady forcing, baroclinicity, inversion strength and stability on the wind profile Pedersen, J. G., Gryning, S-E. & Kelly, M. C DTU Wind Energy. 88 p. (DTU Wind Energy PhD; No. 0032(EN)). Publication: Research Ph.D. thesis Annual report year: 2014 Nonlinear Eddy Viscosity Models applied to Wind Turbine Wakes Laan, van der, P. M., Sørensen, N. N., Réthoré, P-E., Mann, J., Kelly, M. C. & Schepers, J. G Proceedings of the 2013 International Conference on aerodynamics of Offshore Wind Energy Systems and wakes (ICOWES2013). Technical University of Denmark, p Publication: Research - peer-review Article in proceedings Annual report year: 2013 Online training in WAsP for wind energy professionals Badger, M., Badger, J., Berg, J., Bingöl, F., Cronin, T., Gryning, S-E., Hansen, B. O., Ejsing Jørgensen, H., Karagali, I., Kelly, M. C., Larsen, S. E., Mortensen, N. G., Nielsen, R. A., Peña, A., Rathmann, O. & Monty, A Proceedings of the Conference on Wind Energy Science and Technology (RUZGEM) METU Center for Wind Energy, 4 p. Publication: Research - peer-review Article in proceedings Annual report year: 2013 "Tall" statistical profiles in WAsP (WAsP-11.x/12) Kelly, M. C. & Troen, I Publication: Research Sound/Visual production (digital) Annual report year: 2013 The effect of unsteady and baroclinic forcing on predicted wind profiles in Large Eddy Simulations: Two case studies of the daytime atmospheric boundary layer Pedersen, J. G., Kelly, M. C., Gryning, S-E. & Brümmer, B In : Meteorologische Zeitschrift. 22, 6, p The influence of capping inversion strength and surface heat flux on the wind profile in large eddy simulations of nearneutral atmospheric boundary layers Pedersen, J. G., Kelly, M. C. & Gryning, S-E EMS Annual Meeting Abstracts. European Meteorological Society, Ch. EMS , (EMS Annual Meeting Abstracts, Vol. 10). Publication: Research - peer-review Conference abstract in proceedings Annual report year: 2013 The response of mesoscale models to changes in surface roughness Vincent, C. L., Badger, J., Hahmann, A. N. & Kelly, M. C In : Geophysical Research Abstracts. 15, p. EGU Publication: Research - peer-review Conference abstract in journal Annual report year: 2013

5 Towards a generalization procedure for WRF mesoscale wind climatologies Hahmann, A. N., Casso, P., Campmany, E., Vincent, C. L., Kelly, M. C., Badger, J., Moreno, P. & Ejsing Jørgensen, H Publication: Research - peer-review Poster Annual report year: 2013 WAsP online course notes: Final report Badger, M., Berg, J., Bingöl, F., Gryning, S-E., Hansen, B. O., Ejsing Jørgensen, H., Karagali, I., Kelly, M. C., Larsen, S. E., Mortensen, N. G., Nielsen, M., Peña, A., Lundtang Petersen, E., Rathmann, O. & Troen, I DTU Wind Energy. 290 p. (DTU Wind Energy I; No. 0084(EN)). Publication: Research Report Annual report year: 2013 Comparison of Large Eddy Simulations of a convective boundary layer with wind LIDAR measurements Pedersen, J. G., Kelly, M. C., Gryning, S-E., Floors, R., Batchvarova, E. & Pena Diaz, A In : Advances in Science and Research. 8, p Publication: Research - peer-review Conference article Annual report year: 2012 Consistent Two-Equation Closure Modelling for Atmospheric Research: Buoyancy and Vegetation Implementations Sogachev, A., Kelly, M. C. & Leclerc, M. Y In : Boundary-Layer Meteorology. 145, 2, p Publication: Research - peer-review Journal article Annual report year: 2012 Discovering the true wind resource: Including hi-res terrain effects for a new and global wind atlas Badger, J., Ejsing Jørgensen, H., Kelly, M. C., Bingöl, F., Mortensen, N. G., Hahmann, A. N., Badger, M., Mallafre, I. M. & Arent, D Proceedings of EWEA European Wind Energy Conference & Exhibition. European Wind Energy Association (EWEA), 1 p. Publication: Research - peer-review Conference abstract in proceedings Annual report year: 2012 How fine is fine enough when doing CFD terrain simulations Sørensen, N. N., Bechmann, A., Réthoré, P-E., Cavar, D., Kelly, M. C. & Troen, I Proceedings of EWEA European Wind Energy Conference & Exhibition. European Wind Energy Association (EWEA), 6 p. Publication: Research - peer-review Article in proceedings Annual report year: 2012 How fine is fine enough when doing CFD terrain simulations Sørensen, N. N., Bechmann, A., Réthoré, P-E., Cavar, D., Kelly, M. C. & Troen, I Publication: Research - peer-review Poster Annual report year: 2012 Idealized Mesoscale Model Simulations of Open Cellular Convection Over the Sea Vincent, C. L., Hahmann, A. N. & Kelly, M. C In : Boundary-Layer Meteorology. 142, 1, p Publication: Research - peer-review Journal article Annual report year: 2011 The modeling and observation of the long-term offshore vertical wind profile and wind shear Pena Diaz, A., Gryning, S-E., Mikkelsen, T., Hasager, C. B. & Kelly, M. C Proceedings of EWEA European Wind Energy Conference & Exhibition. European Wind Energy Association (EWEA), 1 p. Publication: Research - peer-review Conference abstract in proceedings Annual report year: 2012 Vertical cross-spectral phases in neutral atmospheric flow Chougule, A. S., Mann, J., Kelly, M. C., Sun, J., Lenschow, D. H. & Patton, E. G In : Journal of Turbulence. 13, 36, p Publication: Research - peer-review Journal article Annual report year: 2012 Wind Atlas for South Africa (WASA) Observational wind atlas for 10 met. stations in Northern, Western and Eastern Cape provinces Mortensen, N. G., Hansen, J. C., Kelly, M. C., Szewczuk, S., Mabille, E. & Prinsloo, E Danmarks Tekniske Universitet, Risø Nationallaboratoriet for Bæredygtig Energi. 42 p. (Risø-I; No. 3273(ed.2)(EN)). Publication: Research Report Annual report year: 2012

6 Challenges in wind modelling for modern wind turbines Gryning, S-E., Batchvarova, E., Floors, R., Pedersen, J. G., Pena Diaz, A. & Kelly, M. C Final Programme and Abstracts Handbook. ICEM 2011 Organising Committee, p p. Publication: Research Conference abstract in proceedings Annual report year: 2011 Long-term vertical wind shear observed by wind lidars at several locations in the North Sea Pena Diaz, A., Gryning, S-E., Mikkelsen, T., Hasager, C. B. & Kelly, M. C Publication: Research Poster Annual report year: 2011 "Tall" wind profiles and related issues Kelly, M. C., Gryning, S-E., Troen, I., Hahmann, A. N. & Floors, R Proceedings. European Wind Energy Association (EWEA) Publication: Research Article in proceedings Annual report year: 2011 Wind farm wake effects estimations by a mosaic tile wake model Rathmann, O., Ott, S. & Kelly, M. C Proceedings. European Wind Energy Association (EWEA) Publication: Research Article in proceedings Annual report year: 2011 Applications of Self Organizing Maps in Wind Energy Meteorology Hahmann, A. N., Vincent, C. L. & Kelly, M. C Proceedings. Publication: Research Article in proceedings Annual report year: 2010 From M-O Theory toward long-term Mean Wind Profiles Kelly, M. C., Gryning, S-E. & Ejsing Jørgensen, H EWEC 2010 Proceedings online. European Wind Energy Association (EWEA) Publication: Research Conference abstract in proceedings Annual report year: 2010 Long-Term Mean Wind Profiles Based on Similarity Theory Kelly, M. C. & Gryning, S-E In : Boundary-Layer Meteorology. 136, 3, p Publication: Research - peer-review Journal article Annual report year: 2010 Meso- and Micro-scale Modelling in China: Wind atlas analysis for 12 meteorological stations in NE China (Dongbei) Mortensen, N. G., Yang, Z., Hansen, J. C., Rathmann, O. & Kelly, M. C Risø National Laboratory for Sustainable Energy, Technical University of Denmark. 72 p. (Risø-I; No. 3072(EN)). Publication: Research Report Annual report year: 2010 Application of a subfilter-scale flux model over the ocean Kelly, M. C., Wyngaard, J. C. & Sullivan, P. P EMS Annual Meeting Abstracts. European Meteorological Society, Vol. 6 / EMS Publication: Research Conference abstract in proceedings Annual report year: 2009 Application of a Subfilter-Scale Flux Model over the Ocean Using OHATS Field Data Kelly, M. C., Wyngaard, J. C. & Sullivan, P. P In : Journal of the Atmospheric Sciences. 66, 10, p Publication: Research - peer-review Journal article Annual report year: 2009 Subfilter scale fluxes in the marine surface layer: Results from the Ocean Horizontal Array Turbulence Study (OHATS) Sullivan, P. P., Edson, J. B., Horst, T. W., Wyngaard, J. C. & Kelly, M. C Proceedings. American Meteorological Society Publication: Research - peer-review Article in proceedings Annual report year: 2006 Two-dimensional spectra in the atmospheric boundary layer Kelly, M. C. & Wyngaard, J. C In : Journal of the Atmospheric Sciences. 63, 11, p Publication: Research - peer-review Journal article Annual report year: 2006

7 Scattering of sonic booms by anisotropic turbulence in the atmosphere Kelly, M. C., Raspet, R. & Bass, H. E In : Acoustical Society of America. Journal. 107, 6, p Publication: Research - peer-review Journal article Annual report year: 2000 s: Coupling atmospheric and wave models for storm conditions Du, J., Larsén, X. G., Kelly, M. C. & Larsen, S. E. 15/04/ /04/2017 : PhD Probabilistic wind characterization and wind turbine design Hannesdóttir, Á., Kelly, M. C., Natarajan, A. & Mann, J. 01/04/ /03/2017 : PhD WAsP e-learning courses Mortensen, N. G., Rathmann, O. S., Nielsen, M., Kelly, M. C., Gryning, S., Troen, I., Lundtang Petersen, E., Peña, A., Hansen, B. O. & Larsen, S. E. 10/02/ /12/2015 Online WAsP Bechmann, A., Troen, I., Hansen, B. O., Peña, A., Sørensen, S. A., Maule, P., Friis, P., Rathmann, O. S., Kelly, M. C., Nielsen, R. A., Ejsing Jørgensen, H., Astrup, P., Mortensen, N. G. & Nielsen, M. 01/01/ /12/2015 Development of Efficient Turbulence Models for CFD Wake Simulations van der Laan, P., Sørensen, N. N., Kelly, M. C., Réthoré, P., Mann, J., Mikkelsen, R. F., Madsen, J. I. & Masson, C. 15/12/ /04/2015 : PhD Virtual Campus Hub Badger, M., Karagali, I., Larsen, S. E., Bingöl, F., Badger, J., Nielsen, M., Peña, A., Gryning, S., Berg, J., Bergami, L., Cronin, T., Hansen, B. O., Jowitt, W. R., Ejsing Jørgensen, H., Kelly, M. C., Mortensen, N. G., Lundtang Petersen, E., Rathmann, O. S., Verelst, D. R., Nielsen, R. A., Prag, S. W., Stenbæk, L., Gaunaa, M. & Andersen, P. B. 01/10/ /09/2013 Numerical modelling of the boundary-layer wind profile Pedersen, J. G., Gryning, S., Kelly, M. C., Larsen, S. E., Rutgersson, A. & Zagar, M. 15/10/ /02/2014 : PhD Atmospheric turbulence and wind energy Chougule, A. S., Mann, J., Kelly, M. C., Sørensen, J. N. & Cheng, P. W. 15/04/ /09/2013 : PhD Wind Atlas for South Africa (Phase 1) Hansen, J. C., Mortensen, N. G., Hahmann, A. N., Badger, J., Volker, P., Larsén, X. G., Kelly, M. C., Enevoldsen, K., Sørensen, S. A. & Cronin, T. 01/11/ /03/2014

8 WAsP courses and certification Mortensen, N. G., Rathmann, O. S., Nielsen, M., Kelly, M. C., Gryning, S., Troen, I., Lundtang Petersen, E., Peña, A., Hansen, B. O., Larsen, S. E. & Bingöl, F. 01/01/ /12/2015 WAsP development and support Hansen, B. O., Mortensen, N. G., Rathmann, O. S., Troen, I., Kelly, M. C., Nielsen, M., Lundtang Petersen, E. & Bechmann, A. 23/07/ /12/2015 Activities: IEC and TC-88 Mark C. Kelly (Member), 2015 Activity: Participation in council, board, committee and network Membership in committee, council, board Microscale Meteorology Mark C. Kelly (Course lecturer), Copenhagen University (KU), 2015 Activity: Other research and communication activities External teaching and subject coordination