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Author: Glomsrud, Jon Arne et al
Title: Towards contract-based verification for autonomous vessels
Document Number: 2023-P005
Notes: [Published in] Ocean Engineering, vol. 270, 15. February 2023, art. 113685
Available at: https://doi.org/10.1016/j.oceaneng.2023.113685
Open access
Author: Agrell, Christian and Hafver, Andreas et al
Title: Optimal sequential decision making with probabilistic digital twins : theoretical foundations
Document Number: 2023-P007
Notes: [Published in] SN Applied Science volume 5, issue 4, April 2023. Article number: 114
Available at: https://doi.org/10.1007/s42452-023-05316-9
Open access
Author: Liu, Yi Edward et al
Title: A simplified multi-model statistical approach for predicting the effects of forest management on land surface temperature in Fennoscandia
Document Number: 2023-P006
Notes: [Published in] Agricultural and Forest Meteorology, Vol. 332, 1. April 2023, art. no. 109362
Available at: https://doi.org/10.1016/j.agrformet.2023.109362
Open access
Author: St. Clair, Asuncion Lera et al
Title: Good practice for knowledge co-development through climate related case studies
Document Number: 2023-P011
Notes: [Published in] Climate Risk Management, volume 40, article 100513, 2023
Available at: https://doi.org/10.1016/j.crm.2023.100513
Author: St. Clair, Asuncion Lera et al
Title: The role of a human host onboard of urban autonomous passenger ferries
Document Number: 2023-P014
Notes: [Presented at] The Sixteenth International Conference on Advances in Computer-Human Interactions, ACHI 2023. Venice, Italy, 24.-28. April 2023
Available at: https://www.thinkmind.org/articles/achi_2023_4_240_20108.pdf
Open access
Author: Gong, Xiao Liang Shandy
Title: Deformation.ai: Automatic structural damage detection and measurement for vessel remote inspection
Document Number: 2023-P028
Notes: [Published in] Proceedings of OCEANS 2023 - 5.-8. June 2023, Limerick, Ireland
Available at:
https://program-limerick.oceans2023.org/view-presentation.cfm?PID=221223-001
Author: Kuruge, Darshana Abeyrathna et al
Title: Building concise logical patterns by constraining tsetlin machine clause size
Document Number: 2023-P025
Notes: [Published in] Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, 19.-25. August 2023, Macao, China, pages 3395-3403
Available at: https://doi.org/10.48550/arXiv.2301.08190
Author: El Mekkaoui, Sara, Ferreira, Carla, Guevara Gomez, Juan Camilo, Agrell, Christian, Vaughan, Nicholas James and Heggen, Hans Olav
Title: Neural networks based conformal prediction for pipeline structural response
Document Number: 2023-P033
Notes: [Presented at] COPA 2023, The 12th Symposium on Conformal and Probabilistic Prediction with Applications, 13.-15. September, 2023, Limassol, Cyprus
[Published in] Proceedings of Machine Learning Research 204:1–13, 2023
Available at: https://proceedings.mlr.press/v204/el-mekkaoui23a/el-mekkaoui23a.pdf
Open access
Author: Kuruge, Darshana Abeyrathna, El Mekkaoui, Sara, Liu, Yi Edward and Hafver, Andreas
Title: Extension of Regression Tsetlin Machine for interpretable uncertainty assessment
Document Number: 2023-P034
Notes: [Published in] Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v 14244 LNCS, p 19-33, 2023
[Proceedings of] Rules and Reasoning, 7th International Joint Conference, RuleML+RR 2023, Oslo, Norway, September 18–20, 2023
Available at: https://doi.org/10.1007/978-3-031-45072-3_2
Author: Bach, Tita Alissa, Kristiansen, Jenny Kirvil and Babic, Alexandar et al
Title: Unpacking human-AI interaction in safety-critical industries: a systematic literature review
Document Number: 2023-P031
Notes: [Published in] arXiv, 5. October 2023
Available at: https://doi.org/10.48550/arXiv.2310.03392
Open access
Author: Glomsrud, Jon Arne and Bach, Tita Alissa
Title: The Ecosystem of Trust (EoT) : enabling effective deployment of autonomous systems through collaborative and trusted ecosystems
Document Number: 2023-P040
Notes: [Published in] arXiv, 1. December 2023
Available at: https://doi.org/10.48550/arXiv.2312.00629
Open access
Author: Stensrud, Erik and Bjørdalsbakke, Harald Olav
Title: Concept of a digital new hull survey process
Document Number: 2023-P049
Notes: [Proceedings of] 22nd Conference on Computer and IT applications in the Maritime Industries, COMPIT'23, 23.-25. May 2023, Drübeck, Germany
Available at: http://data.hiper-conf.info/compit2023_drubeck.pdf
Open access
Author: Bach, Tita Alissa
Title: Unpacking human-AI interaction (HAII) in safety-critical industries : research summary
Document Number: 2023-P050
Notes: [Published online at] Montreal AI Ethics Institute, MAIEI 20. December 2023
Available at: https://montrealethics.ai/unpacking-human-ai-interaction-haii-in-safety-critical-industries/
Open access
Author: Liu, Shiyi, Bosma, Theo, Burgt, Jos van der and Sauba, Ganesh et al
Title: Impact of machine-side converter dynamics on AC impedance of grid-forming PMSG wind turbines
Document Number: 2023-P016
Notes: [Published in] Proceedings of IEEE Applied Power Electronics Conference and Exposition - APEC, Volume 2023-March, Pages 1339-1344, 2023
Available at: https://ieeexplore.ieee.org/document/10131615
Author: Eijgelaar, Marcel
Title: Industry electrification in a renewable power system
Document Number: 2023-V006
Notes: April 2023. Available at: https://www.dnv.com/Publications/industry-electrification-in-a-renewable-power-system-242781
Open access
DNV Group Research & Development - Whitepaper
Author: Bossanyi, Ervin et al
Title: Full-scale validation of optimal axial induction control of a row of turbines at Lillgrund wind farm
Document Number: 2023-P017
Notes: [Published in] Journal of Physics: Conference Series, Volume 2505, 2023
Presented at Wake Conference 2023, 20. - 22. June 2023, Visby, Sweden
Available at: https://iopscience.iop.org/article/10.1088/1742-6596/2505/1/012042
Open access
Author: Aalders, Edwin and Dresner Barnes, Sam
Title: Integrity through measurability : The view of a verification body
Document Number: 2023-P019
Notes: [Published in] Climeworks Industry Snapshot, July 2023: Supercharging carbon removal: a focus on direct air capture technology, chapter 5, p. 21-23
Available at: https://climeworks.com/news/industry-snapshot-by-climeworks-jul23
Open access
Author: Guerra, Luis Gerado, Mercade, Pau, Anamiati, Gaetana and Landberg, Lars
Title: Long-term PV system modelling and degradation using neural networks
Document Number: 2023-P027
Notes: [Published in] EPJ Photovoltaics, volume 14, article no 30, 2023. Special Issue on "EU PVSEC 2023: State of the Art and Developments in Photovoltaics" edited by Robert Kenny and João Serra
Available at: https://doi.org/10.1051/epjpv/2023018
Open access
Author: Anamiati, Gaetana, Landberg, Lars, Guerra, Luis Gerado and Mercade Ruiz, Pau
Title: Health monitoring of solar photovoltaic plants
Document Number: 2023-P045
Notes: [Posted at] 40th European Photovoltaic Solar Energy Conference and Exhibition (EU PVSEC 2023), 18.-22. September 2023, Lisbon, Portugal
Available at: https://userarea.eupvsec.org/proceedings/EU-PVSEC-2023/4CV.1.5
Open access
Author: Bleeg, James et al
Title: A method to correct for the effect of blockage and wakes on power performance measurements
Document Number: 2023-P038
Notes: [Published in] Wind Energy Science, volume 8, issue 12, 2023, pp 1795-1808
Available at: https://doi.org/10.5194/wes-8-1795-2023
Open access
Author: Mercade Ruiz, Pau, Guerra, Luis Gerado, Anamiati, Gaetana and Landberg, Lars
Title: Modelling the normal operation of PV inverters under the absence of maintenance logs
Document Number: 2023-P046
Notes: [Posted at] 40th European Photovoltaic Solar Energy Conference and Exhibition (EU PVSEC 2023), 18.-22. September 2023, Lisbon, Portugal
Available at: https://userarea.eupvsec.org/proceedings/EU-PVSEC-2023/4CV.1.31/
Open access
Title: Energy transition outlook 2023 - Transport in transition : A deep dive into fuels, electricity and infrastructure
Document Number: 2023-V011
Notes: Project director: Sverre Alvik. Project manager: Thomas Horschig.
Core research team and authors: Theo Bosma, Ida Synnøve Bukkholm, Marcel Eijgelaar, Rob van Gerwen, Mahnaz Hadizadeh, Kristian Hammer, Tobias Grande Hansen, Erik Andreas Hektor, Magnus Killingland, Anne Louise Koefoed, James Lam, Tore Longva, Eirik Ovrum, Onus Özgün, Mats Rinaldo, Md Rizwan, Mitchell Rosenberg, Jeanette Schäfer, Sujeetha Selvakkumaran.
Editor: Mark Irvine
Available at: https://www.dnv.com/energy-transition-outlook/index.html
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Author: Selvakkumaran, Sujeetha et al
Title: Communal or individual – exploring cost-efficient heating of new city-level housing in a systems perspective
Document Number: 2023-P008
Notes: [Published in] Smart Energy, volume 10, May 2023
Available at: https://doi.org/10.1016/j.segy.2023.100097
Open access
Title: Maritime forecast to 2050 : Energy transition outlook 2023 : A deep dive into shipping's decarbonization journey
Document Number: 2023-V008
Notes: Lead authors: Eirik Ovrum, Tore Longva, Marius Leisner, Christopher Bøhmer, Anne Sophie Sagbakken Ness, Ola Gundersen Skåre, Øyvind Endresen, Magnus S. Eide. Contributing authors: Simen Loe Heggen, Øyvind Sekkesæter, Kristian Hammer, Linda S. Hammer, Dorthe Alida Arntzen Slotvik, Jeanette Schäfer, Hendrik Brinks, Per Einar Henriksen Reviewers: Jan Kvålsvold, Håkon Hustad, Eirik Nyhus,Terje Sverud
Available at: https://www.dnv.com/maritime/publications/maritime-forecast-2023/index.html
Executive summary published as separate document.
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Title: Energy transition - North America 2023 : A regional forecast to 2050
Document Number: 2023-V012
Notes: Project director: Sverre Alvik. Project manager: Sujeetha Selvakkumaran.
Modelling responsible: Onur Ôzgün. Core research team and authors: Jan Hagen Andersen, Michelle Bruchs, Kaveh Dianati, Mahnaz Hadizadeh, Thomas Horschig, Anne Louise Koefoed, Margaret Konsella, Matt Lockwood, Mats Rinaldo, Eduard Romanenko, Steven Sawhill, Adrien Zambon.
Editor: Mark Irvine
Available at: https://www.dnv.com/energy-transition-outlook/index.html
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Title: Energy transition outlook 2023 : a global and regional forecast to 2050
Document Number: 2023-V009
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 20 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 Research & Development division, based in Oslo, Norway.
Project director: Sverre Alvik. Modelling responsible: Onur Özgün.
Core modelling- and research team and contributing authors:Kaveh Dianati, Ingeborg Hutcheson Fiskvik, Mahnaz Hadizadeh, Thomas Horschig, Anne Louise Koefoed, Erica McConnell, Henna Narula, Mats Rinaldo, Eduard Romanenko, Sujeetha Selvakkumaran, Adrien Zambon, Roel Jouke Zwart.
Editor: Mark Irvine
Available at: https://www.dnv.com/energy-transition-outlook/index.html
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Title: Energy transition - Norway 2023 : A national forecast to 2050
Document Number: 2023-V014
Notes: Project responsible: Sverre Alvik. Project manager: Mats Rinaldo.
Modelling responsible: Onur Ôzgün. Core modelling- and research team and contributing authors: Jørgen Bjørndalen, Ingeborg Hutcheson Fiskvik, Mahnaz Hadizadeh, Thomas Horschig, Kjetil Ingeberg, Anne Louise Koefoed, Erica McConnell, Henna Narula, Eduard Romanenko, Karolina Alexandra Ryszka, Sujeetha Selvakkumaran, Adrien Zambon, Roel Jouke Zwart, Kjersti Aarrestad.
Editor: Mark Irvine
Available at: https://www.dnv.com/Publications/energy-transition-norway-2023-250141
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Title: Pathway to net-zero emissions : Energy transition outlook 2023
Document Number: 2023-V016
Notes: Project director: Sverre Alvik. Project manager: Adrien Zambon. Modelling responsible: Onur Özgün. Core modelling- and research team and contributing authors: Kaveh Dianati, Ingeborg Hutcheson Fiskvik, Mahnaz Hadizadeh, Thomas Horschig, Anne Louise Koefoed, Erica McConnell, Henna Narula, Mats Rinaldo, Eduard Romanenko, Sujeetha Selvakkumaran. Editor: Mark Irvine
Available at: https://www.dnv.com/energy-transition-outlook/index.html
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Author: Brøgger, Helga Maria Bergem, Vallevik, Vibeke Binz, Babic, Alexandar, Agafonov, Oleg, Bach, Tita Alissa, Hallock, Hariharan Michael and Alagaratnam, Sharmini
Title: Kunstig intelligens i helsesektoren : en veileder
Document Number: 2023-P030
Notes: [Published in] Tidsskrift for Den Norske Legeforening, Vol. 143, Issue 14, 2023
Available at: doi: 10.4045/tidsskr.23.0443
Open Access
Author: Hallock, Hariharan Michael
Title: How do I turn this on? : What to consider when adopting AI-based tools into clinical practice
Document Number: 2023-V001
Notes: Available at: https://www.dnv.com/publications/how-do-i-turn-this-on-what-to-consider-when-adopting-ai-based-tools-into-clinical-practice-237225
Open access
DNV Group Research & Development - Whitepaper
Author: Vanem, Erik et al
Title: A novel semi-supervised learning approach for State of Health monitoring of maritime lithium-ion batteries$cErik Vanem et al
Document Number: 2023-P004
Notes: [Published in] Journal of Power Sources, vol. 556, 1. February 2023, article: 232429
Available at: https://doi.org/10.1016/j.jpowsour.2022.232429
Author: Vanem, Erik and Liang, Qin et al
Title: Data-driven snapshot methods leveraging data fusion to estimate state of health for maritime battery systems
Document Number: 2023-P010
Notes: [Published in] Energy Storage, accepted 30 March 2023
Available at: https://doi.org/10.1002/est2.476
Open access
Author: Knutsen, Knut Erik and Vanem, Erik et al
Title: Integrated machine learning and probabilistic degradation approach for vessel electric motor prognostics
Document Number: 2023-P009
Notes: [Published in] Ocean Engineering, volume 275, issue 1. May 2023
Available at: https://doi.org/10.1016/j.oceaneng.2023.114153
Author: Liang, Qin, Vanem, Erik, Alnes, Øystein Åsheim, Xue, Yongjian, Zhang, Heke and Lam, James et al
Title: Data-driven state of health monitoring for maritime battery systems - a case study on sensor data from ships in operation
Document Number: 2023-P036
Notes: Published in: Ships and Offshore Structures, 15. May 2023
Available at: https://doi.org/10.1080/17445302.2023.2211241
Open access
Author: van de Merwe, Koen and Engelhardtsen, Øystein et al
Title: Operationalising automation transparency for maritime collision avoidance
Document Number: 2023-P015
Notes: [Published in] International Journal on Marine Navigation and Safety of Sea Transportation, TransNav, Vol 17, no. 2, June 2023
Available at: https://doi.org/10.12716/1001.17.02.09
Open access
Author: van de Merwe, Koen and Engelhardtsen, Øystein
Title: Towards an approach to define transparancy requirements for maritime collision avoidance
Document Number: 2023-P043
Notes: [Published in] Proceedings of the Human Factors and Ergonomics Society Annual Meeting, October 2023
Available at: https://doi.org/10.1177/21695067231192862
Open access
Author: Vanem, Erik et al
Title: A joint probability distribution model for multivariate wind and wave conditions
Document Number: 2023-P029
Notes: [Published in] Proceedings of the ASME 2023 42nd International Conference on Ocean, Offshore and Arctic Engineering, OMAE2023, June 11-16, 2023, Melbourne, Australia
Available at: https://doi.org/10.1115/OMAE2023-101961
OMAE2023-101961
Author: Vanem, Erik, Liang, Qin, Ferreira, Carla, Agrell, Christian, Karandikar, Nikita, Wang, Shuai and Alnes, Øystein Åsheim et al
Title: Data-driven approaches to diagnostics and state of health monitoring of maritime battery systems
Document Number: 2023-P039
Notes: [Proceedings of] 15th Annual Conference of the Prognostics and Health Management Society, PHM, volume 15, issue 1, 2023. 28. October - 2. November 2023, Salt Lake City, UT, United States.
Available at: https://doi.org/10.36001/phmconf.2023.v15i1.3437
Open access
Author: Pedersen, Tom Arne et al
Title: Verification of collision avoidance algorithms in open sea and full visibility
Document Number: 2023-P012
Notes: [Published in] Ocean Engineering, volume 280, 15. July 2023, art. no.: 114455
Available at: https://doi.org/10.1016/j.oceaneng.2023.114455
Open access
Author: Pedersen, Tom Arne et al
Title: Hierarchical collision avoidance algorithm with route exchange concept for autonomous and conventional ships
Document Number: 2023-P051
Notes: [Published in] TechRxiv. Online 22. December 2023
Available at: https://doi.org/10.36227/techrxiv.170327573.35843181/v1
Open access
Author: Pedersen, Tom Arne et al
Title: A decision support system for autonomous ship trajectory planning
Document Number: 2023-P048
Notes: [Published in] Ocean Engineering, vol 292, 15. January 2024. Online December 2023
Available at: https://doi.org/10.1016/j.oceaneng.2023.116562
Open access
Author: Pedersen, Tom Arne et al
Title: Identifying test scenarios for simulated safety demonstration using STPA and CAST
Document Number: 2023-P041
Notes: [Published in] Proceedings of the 33rd European Safety and Reliability Conference (ESREL 2023), 3.-7. September, 2023, Southampton, United Kingdom
Available at: https://www.rpsonline.com.sg/proceedings/esrel2023/html/P232.html
Open access
Author: Pedersen, Tom Arne, Vasanthan, Chanjei, Karolius, Kristian Bertheussen, Engelhardtsen, Øystein, Houweling, Koen Pieter and Jørgensen, Are
Title: Generating structured set of encounters for verifying automated collision and grounding avoidance systems
Document Number: 2023-P042
Notes: [Presented at] International Conference on Maritime Autonomous Surface Ships (ICMASS 2023), 8.-9. November 2023, Rotterdam, Netherlands
[Published in] Journal of Physics: Conference Series, vol. 2618, 2023
Available at: https://iopscience.iop.org/article/10.1088/1742-6596/2618/1/012013
Open access
Author: Wang, Shuai, Karandikar, Nikita and Knutsen, Knut Erik et al
Title: Enhancing maritime data standardization and integrity using docker and blockchain
Document Number: 2023-P026
Notes: [Published in] 2023 IEEE/ACM 45th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion), Melbourne, Australia, 2023, pp. 370-374
Available at: 10.1109/ICSE-Companion58688.2023.00105
Author: Liang, Qin, Knutsen, Knut Erik and Vanem, Erik et al
Title: Unsupervised anomaly detection in marine diesel engines using transformer neural networks and residual analysis
Document Number: 2023-P035
Notes: [Presented at] 4th Asia Pacific Conference of the Prognostics and Health Management,Tokyo, Japan, September 11-14, 2023
[Published in] Proceedings of the Asia Pacific Conference of the PHM Society 2023, vol. 4, no.1
Available at: https://doi.org/10.36001/phmap.2023.v4i1.3724
Open access
Author: Guo, Bingjie and Tvete, Hans Anton et al
Title: Reliable hull performance analysis using vessel technical index
Document Number: 2023-P037
Notes: [Published in] Proceedings of 15th Symposium High-Performance Marine Vehicles, HIPER'23, Bernried, Germany, 18.-20. September 2023. Edited by Volker Bertram
Available at: http://data.hiper-conf.info/Hiper2023_Bernried.pdf
Open access
Author: van de Merwe, Koen and Engelhardtsen, Øystein et al
Title: Supporting human supervision in autonomous collision avoidance through agent transparency
Document Number: 2023-P023
Notes: [Published in] Safety Science, volume 169, issue January 2024, 106329
Available at: https://doi.org/10.1016/j.ssci.2023.106329
Open access
Author: Houweling, Koen Pieter and van de Merwe, Koen et al
Title: An approach for measuring the effects of augmented reality on human performance in maritime navigation
Document Number: 2023-P044
Notes: [Published in] Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 2023
Available at: https://doi.org/10.1177/21695067231193647
Open access
Author: Guo, Bingjie and Tvete, Hans Anton et al
Title: Evaluating vessel technical performance index using physics-based and data-driven approach
Document Number: 2023-P022
Notes: [Published in] Ocean Engineering, Volume 286, Part 2, 15. October 2023
Available at: https://doi.org/10.1016/j.oceaneng.2023.115402
Title: Spatial competition forecast : Ocean's future to 2050
Document Number: 2023-V002
Notes: The report has been prepared by a cross-disciplinary team in DNV Group Research and Development.
Programme Director: Bente Pretlove; Project Manager: Sigurd S. Pettersen
Core modelling and research team: Bjørnar Arnesen, Erica McConnell, Lisa-Victoria A. Bernhardt, Nafiha Usman, Thomas Horschig, Øyvin Aarnes
Available at: https://www.dnv.com/publications/spatial-competition-forecast-237261
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Author: Pretlove, Bente, Pettersen, Sigurd Solheim, Arnesen, Bjørnar, McConnell, Erica, Bernhardt, Lisa-Victoria A., Bjordal, Mari Vold, Usman, Nafiha, Horschig, Thomas and Aarnes, Øyvin
Title: Seafood forecast : Ocean's future to 2050
Document Number: 2023-V015
Notes: Programme director: Bente Pretlove Project manager: Sigurd Solheim Pettersen Core modelling and research team: Bjørnar Arnesen, Erica McConnell, Lisa-Victoria A. Bernhardt, Mari V. Bjordal, Nafiha Usman, Thomas Horschig, Øivin Aarnes
Available at: https://www.dnv.com/publications/seafood-forecast-250243
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Author: Pettersen, Sigurd Solheim et al
Title: Early stage decisions in marine systems design for deep-sea mining
Document Number: 2023-P021
Notes: [Published in] Transactions of the Royal Institution of Naval Architects Part A: International Journal of Maritime Engineering, volume 164, issue 4, pp 357-372, 2023
Available at: https://doi.org/10.5750/ijme.v164iA4.771
Open access
Author: Pettersen, Sigurd Solheim, Aarnes, Øyvin, Arnesen, Bjørnar, Ervik, Anna Kringlen and Rusten, Marte
Title: Offshore wind in the race for ocean space: A forecast to 2050
Document Number: 2023-P020
Notes: [Published in] Journal of Physics: Conference Series, vol. 2507, issue 1, 2023
[Presented at] WindEurope Annual Event 2023, 25-27. April 2023, Copenhagen, Denmark
Available at: https://iopscience.iop.org/article/10.1088/1742-6596/2507/1/012005
Open access
SUSTAINABLE FOOD SYSTEMS & SUPPLY CHAINS
Author: Gallo, Andrea, Operato, Luigi, Masoero, Gaia, Panzeri, Alberto and Rondoni, Nicola
Title: The integrated ESG approach to assess sustainability : An application in the food and beverage sector
Document Number: 2023-P047
Notes: [Proceedings of] the Changeable, Agile, Reconfigurable and Virtual Production Conference and the World Mass Customization & Personalization Conference, CARV 2023, 20.-23. June 2023, Bologna, Italy
[Published in] Galizia, F.G., Bortolini, M. (eds) Production Processes and Product Evolution in the Age of Disruption. CARV 2023. Lecture Notes in Mechanical Engineering. Springer, Cham.
Available at: https://doi.org/10.1007/978-3-031-34821-1_46
