Publications

Navigate straight to section:

Energy Transition | Energy | Future of Digital Assurance | Healthcare | Maritime | Ocean Space

Energy Transition

Authors: Project director: Sverre Alvik. Modelling responsible: Onur Özgün. Core modelling- and research team and contributing authors: Bent Erik Bakken, Gudmund Bartnes, Thomas Horschig, Anne Louise Koefoed, Erica McConnell, Mats Rinaldo, Sujeetha Selvakkumaran, Adrien Zambon, Roel Jouke Zwart. Communication responsible and editor: Mark Irvine
Title: Energy transition outlook 2021 - Executive summary : a global and regional forecast to 2050. - Høvik : DNV , 2021. - 40 p.
Notes:This report has been prepared by DNV as a cross-disciplinary exercise between the DNV Group and our business areas of Energy Systems and Maritime across 15 countries. The core model development and research have been conducted by a dedicated team in our Energy Transition Outlook research unit, part of the Group Technology and Research division.  Available at: https://eto.dnvgl.com/2020/highlights

Authors: Project director: Sverre Alvik. Modelling responsible: Onur Özgün. Core modelling- and research team and contributing authors:: Bent Erik Bakken, Gudmund Bartnes, Thomas Horschig, Anne Louise Koefoed, Erica McConnell, Mats Rinaldo, Sujeetha Selvakkumaran, Adrien Zambon, Roel Jouke Zwart. Communication responsible and editor: Mark Irvine
Title: Energy transition outlook 2021 : a global and regional forecast to 2050. - Høvik : DNV, 2021. - 282 p.
Notes: This report has been prepared by DNV as a cross-disciplinary exercise between the DNV Group and our business areas of Energy Systems and Maritime across 15 countries. The core model development and research have been conducted by a dedicated team in our Energy Transition Outlook research unit, part of the Group Technology and Research division. 
Available at:  https://eto.dnv.com/2021#ETO2021-top

Authors: Project director: Sverre Alvik; Project manager Mats Rinaldo. Core modelling- and research team and contributing authors: Ebbesen, Magnus; Argyriadis, Kimon; Olson, Dana; Irvine, Mark; Bennett, Graham; Meshed, Sarah Kimpton; Heymann, Gunnar; Plet, Cornelis; Goodhand, Jason; Endresen, Øyvind; Knutsen, Knut Erik; Sames, Pierre; Parkes, Jeremy; Douma, Jochum; Magneschi, Guido

Title: Energy transition outlook 2021 : Technology progress report : A review of 10 technologies setting the pace of the energy transition over the next five years. - Høvik : DNV, 2021. - 37 p.
Notes: This report has been prepared by DNV as a cross-disciplinary exercise between our Group Research and Development unit and our business areas of Energy Systems and Maritime. 
Technology chapters:  Floating wind; Developments in solar PV; Waste fuel and feedstock; Pipelines for low-carbon gases; Energy infrastructure and nano materials; HVDC grids; New battery technology; Novel shipping technologies: Marine fuelcells, Nuclear fission, Nuclear fusion; EV's and grid integration; Green hydrogen production and Carbon capture storage 2.0
Available at: https://eto.dnv.com/2021/technology-progress-report/about

Authors: Project director ETO reports: Sverre Alvik. Modelling responsible: Onur Özgün. Core modelling- and research team and contributing authors:: Bent Erik Bakken, Gudmund Bartnes, Thomas Horschig, Anne Louise Koefoed, Erica McConnell, Mats Rinaldo, Sujeetha Selvakkumaran, Adrien Zambon, Roel Jouke Zwart. Financing the Energy Transition companion report. Lead authors: Christian Parker, Jeremy Parkes. Core reference group: Ditlev Engel, Lucy Craig, Caroline Kamerbeek. Contributors: Carlos Albero, Katy Briggs, Anurag Chatterjee, Nichloas Cole, Joyce Dalgarno, Michael Dodd, Ken Elser, Elizabeth Kaiga, Eelco Kruizinga, James Laybourn, Yalda Louboutin, Martijn Maandag, Bridget McEwen, Graeme Pirie, Mitchell Rosenberg, Rob van der Spek, Wen Qian Zhou
Title:Financing the energy transition : Energy transition outlook 2021. - Høvik : DNV , 2021. - 74 p.
Notes: This report has been prepared by DNV as a cross-disciplinary exercise between DNV's Energy Systems business area and DNV Group. 
Available at: https://eto.dnv.com/2021/financing-energy-transition/about

Author: Project director: Sverre Alvik. Project manager: Mats Rinaldo. Modelling responsible: Onur Özgün. Core modelling- and research team and contributing authors: Kjersti Aarrestad, Gudmund Bartnes, Daniel Brenden, Anne Louise Koefoed, Adrien Zambon. Communication responsible and editor: Mark Irvine, Anne Vandbakk, Therese Sanni
Title: Energy transition Norway 2021: a national forecast to 2050
Notes: The report focuses on Norway and Norsk Industri (the Federation of Norwegian Industries) and DNV has joined forces to produce the report. Within DNV the report has been prepared as a cross disciplinary exercise between the DNV Group Technology and Research unit and our business areas. 
Available at: https://www.dnv.com/Publications/energy-transition-norway-2021-212201

Energy

Author:Bossanyi, Ervin, Landberg, Lars, Ruisi, Renzo
Title: Wind farm control - the route to bankability
Research Notes: DNV Group Research & Development - Position Paper – 2021
Available at:https://www.dnv.com/publications/wind-farm-control-198162

Author:Bossanyi, Ervin and Ruisi, Renzo
Title: Axial induction controller field test at Sedini wind farm
Notes: [Published in] Wind Energy Science, volume 6, issue 2, pp 389-408, 2021
Available at:https://doi.org/10.5194/wes-6-389-2021
Open access

Author:Bukkholm, Ida Synnøve, Hektor, Erik Andreas, Jones, Catherine Louise and Kimpton, Sarah Karen
Title: Blue hydrogen in a low-carbon energy future : Exploring what it takes to produce low-carbon blue hydrogen
Available at:https://www.dnv.com/focus-areas/hydrogen/blue-hydrogen-in-a-low-carbon-energy-future.html
Open access

Author:Burton, Tony L., Jenkins, Nick, Bossanyi, Ervin, Sharpe, David and Graham, Michael
Title: Wind energy handbook
Pages: 1011
Edition: 3rd edition. - Hoboken : John Wiley & Sons Inc., 2021. - 1011 p. ISBN 9781119451167
Notes: E-book

Author:Eijgelaar, Marcel et al.
Title: An integrated flexibility optimizer for economic gains of local energy communities - a case study for a university campus
Notes: [Published in] Sustainable Energy, Grids and Networks, Vol. 27, September 2021
Available at:https://doi.org/10.1016/j.segan.2021.100518

Author:Guerra, Luis Gerado, Mercado Ruiz, Paul and Landberg, Lars
Title: A machine learning-aided underperformance assessment of solar plants : poster
Notes: [Presentation held at] 38th European Photovoltaic Solar Energy Conference and Exhibition, EU PVSEC 2021, 26.-30. September 2021, Milan, Italy. Part of Session 5CV.2.15
Available at:https://www.eupvsec-proceedings.com/proceedings?fulltext=Guerra&paper=50150
Open access

Author:Guerra, Luis Gerado, Mercade, Pau and Landberg, Lars
Title: Predictive maintenance of solar PV plants : the time is now
Notes: A DNV GL Group Technology & Research and GreenPowerMonitor Position Paper 2021. Document number: 2021-V002
Available at:https://www.dnv.com/Publications/predictive-maintenance-of-solar-pv-plants-196282

Author:Hektor, Erik Andreas
Title: Actionable plans to reduce oil and gas emissions: exploring opportunities and challenges for the oil and gas industry in a carbon neutral society : report
Notes: This complimentary whitepaper should be read as a follow up to DNV’s Oil and Gas Energy Transition Outlook 2020, which provides the wider context and discussion on decarbonizing the oil and gas industry. Updated 2021 to reflect new brand. DNV GL Group Technology and Research - White Paper - 2020
Available at:https://www.dnv.com/Publications/actionable-plans-to-reduce-oil-and-gas-emissions-193854

Author:Mercado Ruiz, Guerra, Luis Gerado, Paul and Landberg, Lars
Title: Challenges of predictive maintenance : poster
Notes: [Presentation held at] 38th European Photovoltaic Solar Energy Conference and Exhibition, EU PVSEC 2021, 26.-30. September 2021, Milan, Italy. Part of Session 5CV.2.25
Available at:https://www.eupvsec-proceedings.com/proceedings?fulltext=Guerra&paper=50353
Open access

Future of digital assurance

Author: Agrell, Christian et al.
Title: Sequential Bayesian optimal experimental design for structural reliability analysis 
Document Number: 2021-P007
Notes: [Published in] Statistics and Computing, vol 31, article number 27, March 2021
Available at:https://doi.org/10.1007/s11222-021-10000-2
Open access



Author: Agrell, Christian, Eldevik, Simen, Gramstad, Odin and Hafver, Andreas
Title: Risk-based functional black-box optimization : contribution to the NASA Langley UQ challenge on optimization under uncertainty
Document Number: 2021-P021
Notes: [Published in] Mechanical Systems and Signal Processing, vol. 144, 1. February 2022. Available online August 2021
Available at:https://doi.org/10.1016/j.ymssp.2021.108266
Open access

Author: Eisinger, Siegfried and Oliveira, Luiz Fernando
Title: Evaluating the safety integrity of safety systems for all values of the demand rate
Document Number: 2021-P024
Notes: [Published in] Reliability Engineering & System Safety, vol 2010, June 2021, article no 107457
Available at:https://doi.org/10.1016/j.ress.2021.107457



Lead authors: J.A. Glomsrud; Dag McGeorge and A.L. St. Clair
Editorial support: M. Davidson
Reviewers: F.B. Pedersen; S. Eldevik; S. Alagaratnam; A. Dombrowski; S. Eisinger; A. Hafver; O.I. Haugen; K. Kvinnesland; T. Myhrvold; C. Nadeau; C. Oremus; T.A. Pedersen; C. Pelsor; P. Sames; B. Ray-Sannerud; T. Svensen; R. Torhaug; E.A. Traiger; H.A. Tvete, S. Øie and V. Åhjem
Title: Assurance in the digital age: the ADA framework : Whitepaper
Document Number: 2021-P010
Notes: Presentation of Assurance of Digital Assets Framework (ADA Framework), a new approach to ensure that we can close the substantial trust gaps around digital assets and take advantage of the opportunities presented by the widespread deployment of digital technologies in all facets of society.
DNV Group Research & Development - Whitepaper



Author: Hafver, Andreas, Ferreira, Carla, Agrell, Christian, McGeorge, Dag, Hektor, Erik Andreas, Pedersen, Frank Børre, van der Meulen, Meine, Haugen, Odd Ivar, Eldevik, Simen and Myhrvold, Tore
Title: On the meaning of assurance
Document Number: 2021-P038
Notes: [Published in] Proccedings of the 31st European Safety and Reliability Conference (ESREL 2021), 19.-23. September 2021, Angers, France
Available at:https://cmswebonline.com/esrel2021-epro/html/465.xml
Open access



Author: Nguyen, Dong Trong and Hamre, Geir
Title: Dynamic positioning using deep reinforcement learning
Document Number: 2021-P022
Notes: [Published in] Ocean Engineering, vol. 235, 1. September 2021
Available at:https://doi.org/10.1016/j.oceaneng.2021.109433
Open access



Author: van der Meulen, Meine et al.
Title: A comparison of hazard analysis methods capability for safety requirements generation
Document Number: 2021-P008
Notes: [Published in] Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, March 2021
Available at:https://doi.org/10.1177/1748006X211003463



Author: van der Meulen, Meine
Title: The safety integrity of mitigation functions
Document Number: 2021-P031
Notes: [Published in] Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021), 19.-23. September 2021, Angers, France
DOI:10.3850/978-981-18-2016-8_353-cd
Available at:https://cmswebonline.com/esrel2021-epro/html/353.xml
Open access



Author: Raeissi, Bahman et al.
Title: Detecting pinholes in coatings with hyperspectral imaging
Document Number: 2021-P012
Notes: [Paper presented at] 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24.-26. March 2021
Available at IEEE Xplore:https://ieeexplore.ieee.org/document/9483974



Author: Raeissi, Bahman et al.
Title: Detection of different chemical binders in coatings using hyperspectral imaging
Document Number: 2021-P030
Notes: [Published in] Journal of Coatings Technology and Research 3. November 2021
Available at:https://doi.org/10.1007/s11998-021-00544-3
Open access



Author: Stensrud, Erik et al.
Title: Safety of autonomous ships - interpreting high confidence mistakes of deep neural networks using heat maps
Document Number: 2021-P034
Notes: [Published in] Proccedings of the 31st European Safety and Reliability Conference 
(ESREL 2021), 19.-23. September 2021, Angers, France
DOI: 10.3850/978-981-18-2016-8_675-cd
Available at:https://cmswebonline.com/esrel2021-epro/html/675.xml
Open access



Author: Stensrud, Erik, Torstensen, Are and Lillestøl, Dag-Børre et al.
Title: Towards remote inspections of FPSO's using drones instrumented with computer vision and hyperspectral imaging
Document Number: 2021-P028
Notes: [Paper presented at] Offshore Technology Conference, Virtual and Houston, Texas, 16-19. August 2021. Paper Number: OTC-30939-MS
Available at:https://doi.org/10.4043/30939-MS



Author: Wei, Qian and Chen, Yanzhi
Title: An AI-powered corrosion detection solution for maritime inspection activates
Document Number: 2021-P033
Notes: [Paper presented at] 20th International Conference on Computer and IT Applications in the Maritime Industries, COMPIT’21, 9.-10. August, Mülheim, Germany, pp 97-112
Available at:http://data.hiper-conf.info/compit2021_muelheim.pdf
Open access



Author: Xie, Jing and Glomsrud, Jon Arne et al.
Title: A comparative study of STPA-extension and the UFoI-E method for safety and security co-analysis
Document Number: 2021-P005
Notes: [Published in] Reliability Engineering & Sytem Safety, volume 211, issue July 2021
Available at:https://doi.org/10.1016/j.ress.2021.107633
Open access



Author: Xie, Jing, Stensrud, Erik and Skramstad, Torbjørn
Title: Detection-based object tracking applied to remote ship inspection
Document Number: 2021-P001
Notes: [Published in] Sensors 2021, vol. 21, issue 3, page 761-
Available at:https://doi.org/10.3390/s21030761
This article belongs to the Special Issue: Visual sensors for object tracking and recognition
Open acess

Author: Myhrvold, Tore, Hafver, Andreas, Haugen, Odd Ivar
Reviewed by: van der Meulen, Meine, Kvinnesland, Kenneth, Pedersen, Frank Børre, Hanssen, Ketil Firing, Berg, Kristin, Søgård; Bjørn and project participants
Verified by: Falck, Andreass
Approved by: Safety 4.0 steering committee
Title: Demonstrating safety of novel subsea technologies: Part I – Principles and approach - M22
Edition: Final
Notes: Project name: Safety 4.0: Demonstrating safety of novel subsea technologies Project type: Norwegian Research Council - Innovasjonsprosjekt i næringslivet: PETROMAKS2
Open acess



Author: Hafver, Andreas
Reviewed by: Haugen, Odd Ivar, van der Meulen, Meine, Nyvik, Christine Berner, Myhrvold, Tore, Pedersen, Frank Børre, Kvinnesland, Kenneth
Verified by: Falck, Andreas, McGeorge, Dag and Eisinger, Siegfried
Approved by: Safety 4.0 steering committee
Title: Guidelines on demonstrating safety of novel subsea technologies: Part II - Safety demonstration process - GL2.2
Edition: Final
Notes: Project name: Safety 4.0: Demonstrating safety of novel subsea technologies Project type: Norwegian Research Council - Innovasjonsprosjekt i næringslivet: PETROMAKS2
Open acess



Author: Hafver, Andreas
Reviewed by: Myhrvold, Tore, van der Meulen, Meine, Haugen, Odd Ivar, Kvinnesland, Kenneth, Hanssen, Ketil Firing, Pedersen, Frank Børre and project partners
Verified by: Falck, Andreas
Approved by: Safety 4.0 steering committee
Title: Guidelines on demonstrating safety of novel subsea technologies: Part III - Risk description and safety comparison - GL2.3
Edition: Final
Notes: Project name: Safety 4.0: Demonstrating safety of novel subsea technologies Project type: Norwegian Research Council - Innovasjonsprosjekt i næringslivet: PETROMAKS2
Open acess



Author: Haugen, Odd Ivar
Reviewed by: Kvinnesland, Kenneth, Hafver, Andreas, van der Meulen, Meine and project participants
Verified by: Myhrvold, Tore
Approved by: Safety 4.0 steering committee
Title: Guidelines on Demonstrating Safety of Novel Subsea Technologies: Part IV – Developing a safety argument - GL 2.4
Edition: Final
Notes: Project name: Safety 4.0: Demonstrating safety of novel subsea technologies Project type: Norwegian Research Council - Innovasjonsprosjekt i næringslivet: PETROMAKS2



Author: St. Clair, Asuncion Lera et al.
Title: Engagement, involvement and empowerment: Three realms of a coproduction framework for climate services
Edition: Final
Notes:[Published in] Global Environmental Change, Volume 68, May 2021, Article 102271
Available at:https://doi.org/10.1016/j.gloenvcha.2021.102271
Open acess

Healthcare

Author: Agafonov, Oleg and Alagaratnam, Sharmini et al.
Title: Reporting results of diagnostic NGS-based testing – user-centered redesign of the clinical report
Notes:[Published in] medRxiv - The Preprint Perver for Health Sciences
Available at:https://doi.org/10.1101/2021.03.15.20197236
Open access

Author: Alagaratnam, Sharmini, Bach, Tita Alissa and Marshall, Serena Elizabeth
Title:Dynamic consent in clinical genetics : implementation barriers
Notes:DNV GL Group Research and Development , Precision Medicine, White Paper – 2021
Available at:https://www.dnv.com/Publications/dynamic-consent-in-clinical-genetics-implementation-barriers-196592 

Author: Hallock, Hariharan Michael, Marshall, Serena Elizabeth and Algaratnam, Sharmini et al.
Title:Federated networks for distributed analysis of health data : perspective
Notes:[Published in] Frontiers in Public Health, vol. 9, issue 1316, section Digital Public Health, article 712569 on 30. September 2021
Available at:https://doi.org/10.3389/fpubh.2021.712569
Open access

Author: Nadeau, Courtney David and Vallevik, Vibeke Binz
Title: Implementing NGS-based diagnostics in cancer care : technical and organizational factors in the Nordics
Notes: Published as part of the BigMed project. Project manager: Courtney David Nadeau Available at:https://bigmed.no/projects/molecular-diagnostics-oncology
Open access

Author: Ray-Sannerud, Bobbie Nicole, Alagaratnam, Sharmini, Nadeau, Courtney David, Agafonov, Oleg and McAdam, Stephen et al.
Title: NACG 10th clinical workshop report : virtual meeting, 31. May - 4. June 2021
Notes:[Report published by] The Nordic Alliance for Clinical Genomics (NACG). NACG is an independent, non-governmental, not-for-profit Nordic association. Report prepared by Bobbie N. Ray-Sannerud
Available at:https://nordicclinicalgenomics.org/assets/resources/nacg-10th-ws-report---final.pdf
Open access

Author: Vallevik, Vibeke Binz et al.
Title:Implementing AI in healthcare: an ethical and legal analysis based on case studies : Chapter 7
Notes:[Published in] Data Protection and Artificial Intelligence, Editor(s): Dara Hallinan, Ronald Leenes, Paul de Hert; Hart Publishing, In press. To be published January 2021.
Available at:https://www.bloomsburyprofessional.com/uk/data-protection-and-privacy-9781509941759/

Author: Vallevik, Vibeke Binz and Ray-Sannerud, Bobbie Nicole et al.
Title: Reflections on the clinical implementation of precision medicine : experiences from BigMed, a Norwegian ICT Lighthouse project
Notes: The BigMed project is an ICT (Information and communication technology) Lighthouse project funded by The Research Council of Norway to promote development and technology and services with advanced computer science. The project is managed and owned by the Intervention Centre at Oslo University Hospital, and includes a broad consortium of partners from several other departments in the hospital, three faculties at the University of Oslo, industry organisations and four patient associations.
Available at:https://bigmed.no/assets/bigmed_reflections-on-the_2021_v1.0.pdf

Maritime

Author: Brandsæter, Andreas et al.
Title: Assessing autonomous ship navigation using bridge simulators enhanced by cycle-consistent adversarial networks
Notes: [Published in] Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, First published May 2021
Available at: https://doi.org/10.1177/1748006X211021040 

Author: Gramstad, Odin et al.
Title: Kinetic equations in a third-generation spectral wave model
Notes: [Published in] Journal of Fluid Mechanics, vol. 910, 10. March 2021, A50
Available at: https://doi.org/10.1017/jfm.2020.1036

Author: Gramstad, Odin et al.
Title: Modelling of ocean waves with the Alber equation: application to non-parametric spectra and generalisation to crossing seas
Notes: [Published in] Fluids, Volume 6, Issue 8, pp 291-
Available at: https://doi.org/10.3390/fluids6080291
Open access

Author: Gramstad, Odin et al.
Title: Statistical properties of wave kinematics in long-crested irregular waves propagating over non-uniform bathymetry
Notes: [Paper published in] Physics of Fluids, vol. 33, issue 4, 2021
Available at: https://aip.scitation.org/doi/10.1063/5.0047643
Open access

Author: Guo, Bingjie, Rognebakke, Olav, Tvete, Hans Anton, Adal, Christine and Storhaug, Gaute et al.
Title: Setting the standard for evaluation of in-service technical ship performance
Notes: [Published in] Proceedings of 6th Hull Performance & Insight Conference, HullPIC'21, pp 77-94. Editor Volker Bertram
Available at: http://data.hullpic.info/HullPIC2021_Pontignano.pdf 
Open access

Lead authors: Linda S. Hammer, Magnus S. Eide, Marius Leisner, Tore Longva, Øyvind Endresen, Nicolai Hydle Rivedal, Eirik Ovrum, Øyvind Sekkesæter, Contributing authors: Håvard Nyseth, Eirik Nyhus, Alvar Mjlede, Jakub Walenkiewicz, Henrik Helgesen, Eline B. Simonsen, Sun Jaeouk, Simon Adams, Jeanette Schäfer. Reviewers: Håkon Hustad, Olav Tveit, Christos Chryssakis, Torill Osberg, Hans Anton Tvete, Jan Kvålsvold and Terje Sverud
Title: Maritime forecast to 2050 : Energy transition outlook 2021
Available at: https://eto.dnv.com/2021#ETO2021-top 

Author: Haugom, Gerd Petra eproject manager, Huser, Asmund, Frithiof, Nathaniel, Sekkesæter, Øyvind, Mjøs, Narve eproject sponsor, Alvarez Cardozo, Monica Paola, Johnson, Mike, Skjong, Rolf, Lindgren, Magnus, Friedrich, Guido, Osberg, Torill Grimstad, Johnsrud, Hans Jørgen, Jordahl, Magnus, Schmidt, Matthias, Scholz, Benjamin, Bukarica, Dalibor and Allason, Daniel
Title: Handbook for hydrogen-fuelled vessels
Notes: The Handbook is a product of the Maritime Hydrogen Safety (MarHySafe) Joint Development Project (JDP) and developed by DNV in collaboration with all the partners and observers in Phase 1, with input from the Norwegian Maritime Authority. The Handbook provides a basis for a roadmap to hydrogen safety for the maritime industry, based on the current risk-based Alternative Design approval framework.
Available at: https://www.dnv.com/maritime/publications/handbook-for-hydrogen-fuelled-vessels-download.html 

Author: Karolius, Kristian Bertheussen, Psarros, George, Astrup, Ole Christian and Liang, Qin et al.
Title:Maritime operational risk management using dynamic barriers
Notes: [Published online in] Ship and Offshore Structures, published online 04. March 2021, DOI: 10.1080/17445302.2021.1894028
The work reported in this paper has been carried out under the SEAMAN project, Project No. 269467, with partial funding from the Norwegian Research Council (Norges Forskningsråd).

Author: Psarros, George and Hamann, Rainer et al.
Title: A combinatorial safety analysis of cruise ship diesel-electric propulsion plant blackout
Notes: [Published in] Safety, vol. 7, nr. 38
Available at: https://doi.org/10.3390/safety7020038 

Author: Psarros, George and Hamann, Rainer et al.
Title: Dynamic blackout probability monitoring system for cruise ship power plant
Notes: [Published in] Proceedings of the 31st European Safety and Reliability Conference, ESREL2021 of the 1st International Conference on the Stability and Safety of Ships and Ocean Vehicles, 7-11 June 2021, Glasglow, Scotland, UK.
[Published in] Energies 2021, 14(20), 6598
Available at: https://doi.org/10.3390/en14206598 

Author: Garre, Luca, Guo, Bingjie, Gramstad, Odin and Vanem, Erik
Title: Application of the Tail Equivalent Linearization Method to wave bending moment and comparison with experimental data
Notes: [Published in] Probabilistic Engineering Mechanics, Available online 26 October 2021
Available at: https://doi.org/10.1016/j.probengmech.2021.103174

Author: Psarros, George and Astrup, Ole Christian et al.
Title: Fire prevention and mitigation measures onboard large passenger ships
Notes: [Published in] Proceedings of the 1st International Conference on the Stability and Safety of Ships and Ocean Vehicles, 7-11 June 2021, Glasglow, Scotland, UK

Author: Vanem, Erik
Title: Bivariate regional frequency analysis of sea state conditions
Notes: [Published in] Proceedings of the ASME 2021 40th International Conference on Ocean, Offshore and Arctic Engineering, OMAE2021, June 21-30, 2021, Virtual, Online Paper no: OMAE2021-61988.
Available at: https://doi.org/10.1115/OMAE2021-61988

Author: Vanem, Erik et al.
Title: The effect of serial correlation in environmental conditions on estimates of extreme events
Notes: [Published in] Ocean Engineering, Volume 242, 15. december 2021. Article 110092
Available at: https://doi.org/10.1016/j.oceaneng.2021.110092

Author: Vanem, Erik and Alnes, Øystein Åsheim et al.
Title: Data-driven state of health modelling — A review of state of the art and reflections on applications for maritime battery systems
Notes: [Published in] Journal of Energy Storage, Voulume 43. November 2021, Article 103158
Available at: https://doi.org/10.36001/phmconf.2021.v13i1.2972
Open access

Author: Vanem, Erik et al.
N Title: A benchmarking exercise for environmental contours
Notes: [Published in] Ocean Engineering, Volume 236, September 2021. Article 109504
Available at: https://doi.org/10.1016/j.oceaneng.2021.109504
Open access

Author: Vanem, Erik et al.
Title:Non-stationary extreme value analysis of sea states based on linear trends : Analysis of annual maxima series of significant wave height and peak period in the Mediterranean Sea
Notes: [Published in] Coastal Engineering, Vol. 167, August 2021. Article number 103896
Available at: https://doi.org/10.1016/j.coastaleng.2021.103896
Open access

Author: Vanem, Erik et al.
Title: Testbed scenario design exploiting traffic big data for autonoumous ship trials under multiple conflicts with collision/grounding risks and spatio-temporal dependicies
Notes: [Published in] IEEE Transactions on Intelligent Transportation Systems, August 2021 (early access)
Available at: https://doi.org/10.1016/j.probengmech.2021.103174

Author: Vanem, Erik, Agrell, Christian and Hafver, Andreas et al.
Title: Convex environmental contours
Notes: [Published in] Ocean Engineering, Vol. 235, September 2021
Available at: https://doi.org/10.1016/j.oceaneng.2021.109366
Open access

Author: Vanem, Erik and Engelhardtsen, Øystein et al.
Title: AIS-based near-collision database generation and analysis of real collision avoidance manoeuvres
Notes: [Published in] The Journal of Navigation, published online 25. May 2021
Available at: https://doi.org/10.1017/S0373463321000357
Open access

Author: Vanem, Erik et al.
Title: Non-stationary extreme value analysis of sea states based on linear trends : Analysis of annual maxima series of significant wave height and peak period in the Mediterranean Sea
Notes: [Published in] Coastal Engineering, Vol. 167, August 2021. Article number 103896
Available at: https://doi.org/10.1016/j.coastaleng.2021.103896
Open access

Author: Vanem, Erik, Alnes, Øystein Åsheim and Lam, James
Title: Data-driven SOH modelling of maritime battery systems: state of the art report : MarTera
Edition: Rev. 1
Notes: EU funded project
Available at: https://www.martera.eu/start
Unrestricted distribution (internal and external)

Author: Låg, Steinar, Vindøy, Vidar and Ramsrud, Kristian
Title: A standardized sensor naming method to support digital twins and enabling new data driven applications in the maritime industry
Notes: Proceedings of 13th Symposium High-Performance Marine Vehicles, HIPER'21, Tullamore, Ireland, 13.-15. September 2021. Edited by Volker Bertram
Available at: http://data.hiper-conf.info/Hiper2021_Tullamore.pdf
Open access

Author: Traiger, Elizabeth, Glomsrud, Jon Arne and Karolius, Kristian Bertheussen
Title: An empirial study on cross-data transferability of adversarial attacks on object detectors
Notes: [Paper presented at] AI-CyberSec 2021 Workshop in the 41st SGAI International Conference on Artificial Intelligence, December 14, 2021, Cambridge, England
Available at: http://ceur-ws.org/
More info about the workshop: https://easychair.org/cfp/AI-CYBERSEC-2021
Open access

Ocean Space

Author: Bjørkedal, Inger Elise, Pretlove, Bente
Title: Barrier management in the aquaculture industry : Guideline
Document number: 2021-V010
Notes: 2021 - Published also in Norwegian language
Available at:https://www.dnv.com/focus-areas/offshore-aquaculture/marine-aquaculture-forecast/index.html
Unrestricted distribution

Author: Pretlove, Bente, Arnesen, Bjørnar, Pettersen, Sigurd, Horschig, Thomas, McConnell, Erica, Usman, Nafiha and Vatn, Jørgen Andreas Åm
Title: Ocean's future to 2050 : Marine aquaculture forecast
Document number:2021-V007
Notes: The report has been prepared by a cross-diciplinary team in Group Research and Development. Project manager: Bente Pretlove
Available at:https://www.dnv.com/focus-areas/offshore-aquaculture/marine-aquaculture-forecast/index.html
Open access

Author: Pretlove, Bente, Eknes, Arnstein, Bendrik, Klas M., Hovem, Liv Astri, Crisciotti, Luca, Brun, Peter C., Sames, Pierre, Haugen, Ulrike, Arnesen, Bjørnar, McConnell, Erica, Vatn, Jørgen Andreas Åm, Usman, Nafiha, Danielsson, Sarah, Pettersen, Sigurd, Horschig, Thomas, Aarnes, Øyvin, Christiansen, Per Busk, Lovegrove, Peter and Irvine, Mark
Title: Ocean's future to 2050 : A sectorial and regional forecast of the blue economy
Notes: The report has been prepared by a cross-diciplinary team in Group Research and Development. Project director: Bente Pretlove. Steeing committee: Arnstein Eknes, Klas M. Bendrik, Liv Hovem, Luca Grisciotti, Peter C. Brun, Pierre Sames and Ulrike Haugen. Core modelling and research team: Bjørnar Arnesen, Erica McConnell, Jørgen A. Vatn, Nafiha Usman, Sarah Danielsson, Sigurd S. Pettersen, Thomas Horschig, Øivin Aarnes. Communication team: Per Busk Christiansen, Peter Lovegrove, Mark Irvine
Available at:https://www.dnv.com/oceansfuture
Open access