{"id":"https://openalex.org/W4415720842","doi":"https://doi.org/10.1007/978-3-032-03098-6_17","title":"Green Hydrogen Under Uncertainty: Evaluating Power-to-X Strategies Using Agent-Based Simulation and Multi-criteria Decision Framework","display_name":"Green Hydrogen Under Uncertainty: Evaluating Power-to-X Strategies Using Agent-Based Simulation and Multi-criteria Decision Framework","publication_year":2025,"publication_date":"2025-10-31","ids":{"openalex":"https://openalex.org/W4415720842","doi":"https://doi.org/10.1007/978-3-032-03098-6_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-03098-6_17","doi":"https://doi.org/10.1007/978-3-032-03098-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03098-6_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4415720865","display_name":"Energy Informatics"},"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073686878","display_name":"Frederik Wagner Madsen","orcid":"https://orcid.org/0009-0003-0663-9817","observed_orcids":["https://orcid.org/0009-0003-0663-9817"]},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Frederik Wagner Madsen","raw_affiliation_strings":["SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0009-0003-0663-9817","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018849967","display_name":"Joy Dalmacio Billanes","orcid":"https://orcid.org/0000-0003-2665-9666","observed_orcids":["https://orcid.org/0000-0003-2665-9666"]},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Joy Dalmacio Billanes","raw_affiliation_strings":["SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0003-2665-9666","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020850598","display_name":"Bo N\u00f8rregaard J\u00f4rgensen","orcid":"https://orcid.org/0000-0001-5678-6602","observed_orcids":["https://orcid.org/0000-0001-5678-6602"]},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Bo N\u00f8rregaard J\u00f8rgensen","raw_affiliation_strings":["SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-5678-6602","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076322755","display_name":"Zheng Grace Ma","orcid":"https://orcid.org/0000-0002-9134-1032","observed_orcids":["https://orcid.org/0000-0002-9134-1032"]},"institutions":[{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Zheng Ma","raw_affiliation_strings":["SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-9134-1032","affiliations":[{"raw_affiliation_string":"SDU Center for Energy Informatics, The Faculty of Engineering, The Maersk Mc-Kinney Moller Institute, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076322755"],"corresponding_institution_ids":["https://openalex.org/I177969490"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3804,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86538462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14444","display_name":"Power Systems and Renewable Energy","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/green-hydrogen","display_name":"green hydrogen","score":0.8889999985694885},{"id":"https://openalex.org/keywords/power-to-x","display_name":"power-to-X","score":0.9440000057220459},{"id":"https://openalex.org/keywords/agent-based-modeling","display_name":"agent-based modeling","score":0.7269999980926514},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.9480000138282776},{"id":"https://openalex.org/keywords/on-site-hydrogen-production","display_name":"on-site hydrogen production","score":0.8859999775886536},{"id":"https://openalex.org/keywords/hydrogen-production-cost","display_name":"hydrogen production cost","score":0.6029999852180481},{"id":"https://openalex.org/keywords/energy-market-uncertainty","display_name":"energy market uncertainty","score":0.6600000262260437},{"id":"https://openalex.org/keywords/net-zero-energy-transition","display_name":"net-zero energy transition","score":0.6740000247955322},{"id":"https://openalex.org/keywords/danish-energy-system","display_name":"Danish energy system","score":0.49799999594688416}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7657999992370605},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7117999792098999},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6259999871253967},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5080000162124634},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5052000284194946},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.48510000109672546},{"id":"https://openalex.org/C7453809","wikidata":"https://www.wikidata.org/wiki/Q568469","display_name":"Energy carrier","level":3,"score":0.45890000462532043},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4406000077724457},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.41449999809265137},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C202189072","wikidata":"https://www.wikidata.org/wiki/Q1929999","display_name":"Hydrogen production","level":3,"score":0.3806999921798706},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.3765000104904175},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.37450000643730164},{"id":"https://openalex.org/C2776849302","wikidata":"https://www.wikidata.org/wiki/Q1239166","display_name":"Energy market","level":3,"score":0.34040001034736633},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33550000190734863},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.3100000023841858},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3066999912261963},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C542482507","wikidata":"https://www.wikidata.org/wiki/Q1854358","display_name":"Hydrogen technologies","level":5,"score":0.28929999470710754},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2892000079154968},{"id":"https://openalex.org/C2777890234","wikidata":"https://www.wikidata.org/wiki/Q795757","display_name":"Energy transition","level":4,"score":0.2867000102996826},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.27160000801086426},{"id":"https://openalex.org/C19065316","wikidata":"https://www.wikidata.org/wiki/Q2551748","display_name":"Hydrogen vehicle","level":4,"score":0.266400009393692},{"id":"https://openalex.org/C2780789856","wikidata":"https://www.wikidata.org/wiki/Q7915732","display_name":"Variable renewable energy","level":4,"score":0.26489999890327454},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C164749845","wikidata":"https://www.wikidata.org/wiki/Q320389","display_name":"Environmental impact assessment","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.2540000081062317}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-03098-6_17","doi":"https://doi.org/10.1007/978-3-032-03098-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-03098-6_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/369a2fcf-5f4c-454d-a574-eeb712e7ef1a","doi":null,"is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/369a2fcf-5f4c-454d-a574-eeb712e7ef1a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400423","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Madsen, F W, Billanes, J D, J\u00f8rgensen, B N & Ma, Z G 2026, Green Hydrogen under Uncertainty : Evaluating Power-to-X Strategies Using Agent-Based . in I Martinac, B N\u00f8rregaard J\u00f8rgensen, Z Grace Ma, R Unn\u00fe\u00f3rsson & C Bordin (eds), Energy Informatics : First Nordic Energy Informatics Academy Conference, EIA Nordic 2025, Stockholm, Sweden, August 20\u201322, 2025, Proceedings, Part II. Springer, Lecture Notes in Computer Science, no. 16096, pp. 254-270. https://doi.org/10.1007/978-3-032-03098-6_17","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"},{"score":1.0,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"},{"score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2990790201","https://openalex.org/W3127432178","https://openalex.org/W3203025998","https://openalex.org/W4205624417","https://openalex.org/W4320519657","https://openalex.org/W4361269409","https://openalex.org/W4364381143","https://openalex.org/W4390848237","https://openalex.org/W4392741818","https://openalex.org/W4395660171","https://openalex.org/W4396719763","https://openalex.org/W4399056445","https://openalex.org/W4400269498","https://openalex.org/W4400642520","https://openalex.org/W4401440815","https://openalex.org/W4401604947","https://openalex.org/W4402981521","https://openalex.org/W4403432208","https://openalex.org/W4403828017","https://openalex.org/W4406653944","https://openalex.org/W4408073093","https://openalex.org/W4410105478"],"related_works":["https://openalex.org/W7154905694","https://openalex.org/W4417510776","https://openalex.org/W7160777213","https://openalex.org/W4409285167","https://openalex.org/W4408282096","https://openalex.org/W4415711770","https://openalex.org/W7112571032","https://openalex.org/W4399249474","https://openalex.org/W4404997444","https://openalex.org/W7154512432"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-31T00:00:00"}
