{"id":"https://openalex.org/W3136053308","doi":"https://doi.org/10.1016/j.apenergy.2021.116736","title":"A distributed computing framework for multi-stage stochastic planning of renewable power systems with energy storage as flexibility option","display_name":"A distributed computing framework for multi-stage stochastic planning of renewable power systems with energy storage as flexibility option","publication_year":2021,"publication_date":"2021-03-23","ids":{"openalex":"https://openalex.org/W3136053308","doi":"https://doi.org/10.1016/j.apenergy.2021.116736","mag":"3136053308"},"language":"en","primary_location":{"id":"doi:10.1016/j.apenergy.2021.116736","doi":"https://doi.org/10.1016/j.apenergy.2021.116736","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.apenergy.2021.116736","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0306261921002506/pdf","source":{"id":"https://openalex.org/S109565702","display_name":"Applied Energy","issn_l":"0306-2619","issn":["0306-2619","1872-9118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Energy","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.sciencedirect.com/science/article/pii/S0306261921002506/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017483987","display_name":"\u00c1ngela Flores-Quiroz","orcid":"https://orcid.org/0000-0002-0400-4581","observed_orcids":["https://orcid.org/0000-0002-0400-4581"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]},{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL","DE"],"is_corresponding":true,"raw_author_name":"Angela Flores-Quiroz","raw_affiliation_strings":["Chair of Sustainable Electric Networks and Sources of Energy, Technische Universit\u00e4t Berlin, Germany","Department of Electrical Engineering, Universidad de Chile, Chile"],"raw_orcid":"https://orcid.org/0000-0002-0400-4581","affiliations":[{"raw_affiliation_string":"Chair of Sustainable Electric Networks and Sources of Energy, Technische Universit\u00e4t Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]},{"raw_affiliation_string":"Department of Electrical Engineering, Universidad de Chile, Chile","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063738226","display_name":"Kai Strunz","orcid":"https://orcid.org/0000-0002-2043-4549","observed_orcids":["https://orcid.org/0000-0002-2043-4549"]},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Strunz","raw_affiliation_strings":["Chair of Sustainable Electric Networks and Sources of Energy, Technische Universit\u00e4t Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Sustainable Electric Networks and Sources of Energy, Technische Universit\u00e4t Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017483987"],"corresponding_institution_ids":["https://openalex.org/I4577782","https://openalex.org/I69737025"],"apc_list":{"value":4020,"currency":"USD","value_usd":4020},"apc_paid":{"value":4020,"currency":"USD","value_usd":4020},"fwci":2.7172,"has_fulltext":true,"cited_by_count":64,"citation_normalized_percentile":{"value":0.91132527,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"291","issue":null,"first_page":"116736","last_page":"116736"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.961899995803833,"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"}},"topics":[{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.961899995803833,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.036400001496076584,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.0012000000569969416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/renewable-energy-systems","display_name":"renewable energy systems","score":0.9599999785423279},{"id":"https://openalex.org/keywords/energy-storage","display_name":"energy storage","score":0.9599999785423279},{"id":"https://openalex.org/keywords/flexibility-options","display_name":"flexibility options","score":0.8080000281333923},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"distributed computing","score":0.6489999890327454},{"id":"https://openalex.org/keywords/unit-commitment","display_name":"unit commitment","score":0.7540000081062317},{"id":"https://openalex.org/keywords/scenario-tree","display_name":"scenario tree","score":0.8149999976158142}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7044685482978821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6507430076599121},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5916939973831177},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5831117630004883},{"id":"https://openalex.org/C116219307","wikidata":"https://www.wikidata.org/wiki/Q7236625","display_name":"Power system simulation","level":4,"score":0.5786604881286621},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5733896493911743},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.5293582081794739},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.5226561427116394},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5167524218559265},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.46812665462493896},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.41968023777008057},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33934149146080017},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.30606770515441895},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22952881455421448},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2047211229801178},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09269466996192932},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.apenergy.2021.116736","doi":"https://doi.org/10.1016/j.apenergy.2021.116736","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.apenergy.2021.116736","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0306261921002506/pdf","source":{"id":"https://openalex.org/S109565702","display_name":"Applied Energy","issn_l":"0306-2619","issn":["0306-2619","1872-9118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Energy","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:eee:appene:v:291:y:2021:i:c:s0306261921002506","doi":null,"is_oa":false,"landing_page_url":"http://www.sciencedirect.com/science/article/pii/S0306261921002506","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:repositorio.uchile.cl:2250/182417","doi":null,"is_oa":true,"landing_page_url":"https://repositorio.uchile.cl/handle/2250/182417","pdf_url":null,"source":{"id":"https://openalex.org/S4306481413","display_name":"Universidad de Chile","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Energy","raw_type":"Art\u00edculo de revista"}],"best_oa_location":{"id":"doi:10.1016/j.apenergy.2021.116736","doi":"https://doi.org/10.1016/j.apenergy.2021.116736","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.apenergy.2021.116736","pdf_url":"https://www.sciencedirect.com/science/article/pii/S0306261921002506/pdf","source":{"id":"https://openalex.org/S109565702","display_name":"Applied Energy","issn_l":"0306-2619","issn":["0306-2619","1872-9118"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","ki-jl-1","norway-1","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Energy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9853000044822693,"id":"https://metadata.un.org/sdg/7"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Climate action","score":0.685699999332428,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8141324720","display_name":null,"funder_award_id":"ECM-02","funder_id":"https://openalex.org/F4320334812","funder_display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica"}],"funders":[{"id":"https://openalex.org/F4320320875","display_name":"Deutscher Akademischer Austauschdienst","ror":"https://ror.org/039djdh30"},{"id":"https://openalex.org/F4320323803","display_name":"Bundesministerium f\u00fcr Wirtschaft und Energie","ror":"https://ror.org/02vgg2808"},{"id":"https://openalex.org/F4320334812","display_name":"Comisi\u00f3n Nacional de Investigaci\u00f3n Cient\u00edfica y Tecnol\u00f3gica","ror":"https://ror.org/02ap3w078"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136053308.pdf","grobid_xml":"https://content.openalex.org/works/W3136053308.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W119278660","https://openalex.org/W1162908881","https://openalex.org/W1966764442","https://openalex.org/W1969471641","https://openalex.org/W1991024521","https://openalex.org/W1995830064","https://openalex.org/W1999563417","https://openalex.org/W2007502743","https://openalex.org/W2011837469","https://openalex.org/W2015692669","https://openalex.org/W2024335949","https://openalex.org/W2056320678","https://openalex.org/W2069804366","https://openalex.org/W2072991174","https://openalex.org/W2102755085","https://openalex.org/W2149335048","https://openalex.org/W2164278908","https://openalex.org/W2169884576","https://openalex.org/W2196867644","https://openalex.org/W2242284826","https://openalex.org/W2294561737","https://openalex.org/W2304311302","https://openalex.org/W2321320888","https://openalex.org/W2346985842","https://openalex.org/W2372328209","https://openalex.org/W2374259921","https://openalex.org/W2400960471","https://openalex.org/W2473018241","https://openalex.org/W2521262923","https://openalex.org/W2527007814","https://openalex.org/W2586697371","https://openalex.org/W2587053306","https://openalex.org/W2605975982","https://openalex.org/W2606183853","https://openalex.org/W2606482332","https://openalex.org/W2611709461","https://openalex.org/W2625859466","https://openalex.org/W2735367032","https://openalex.org/W2744267493","https://openalex.org/W2767968104","https://openalex.org/W2769261166","https://openalex.org/W2770608725","https://openalex.org/W2900787549","https://openalex.org/W2901717664","https://openalex.org/W2912760332","https://openalex.org/W2914705103","https://openalex.org/W2923148085","https://openalex.org/W2980740617","https://openalex.org/W3004383453","https://openalex.org/W3023442413","https://openalex.org/W3084635815","https://openalex.org/W3143075780","https://openalex.org/W4238862015","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W4401333757","https://openalex.org/W3152396217","https://openalex.org/W4408899177","https://openalex.org/W3003387440","https://openalex.org/W3093980711","https://openalex.org/W7061011399","https://openalex.org/W3211922888","https://openalex.org/W4417445480","https://openalex.org/W4391423570","https://openalex.org/W4296511919"],"abstract_inverted_index":{"An":[0],"integrated":[1],"generation,":[2],"transmission,":[3],"and":[4,13,76,110,136],"energy":[5,149],"storage":[6,150],"planning":[7,140],"model":[8,19,52],"accounting":[9],"for":[10],"short-term":[11,35,108],"constraints":[12,109],"long-term":[14,111],"uncertainty":[15,43,112],"is":[16,44,53,79,88,142],"proposed.":[17,80],"The":[18,50,81,100,114,138],"allows":[20],"to":[21,94,144,155],"accurately":[22],"quantify":[23],"the":[24,38,63,72,85,95,103,120,126,129,146,153],"value":[25,105,147],"of":[26,84,106,128,133,148],"flexibility":[27],"options":[28],"in":[29,131,152],"renewable":[30],"power":[31,98,158],"systems":[32,151],"by":[33],"representing":[34],"operation":[36],"through":[37,46,90],"unit":[39],"commitment":[40],"constraints.":[41],"Long-term":[42],"represented":[45],"a":[47,54,66,156],"scenario":[48],"tree.":[49],"resulting":[51],"large-scale":[55],"multi-stage":[56],"stochastic":[57],"mixed-integer":[58],"programming":[59],"problem.":[60],"To":[61],"overcome":[62],"computational":[64,115,134],"burden,":[65],"distributed":[67],"computing":[68],"framework":[69,141],"based":[70],"on":[71],"novel":[73],"Column":[74],"Generation":[75],"Sharing":[77],"algorithm":[78],"performance":[82,135],"improvement":[83],"proposed":[86,121,139],"approach":[87,123],"demonstrated":[89],"study":[91],"cases":[92],"applied":[93],"NREL":[96],"118-bus":[97],"system.":[99,159],"results":[101],"confirm":[102],"added":[104],"modeling":[107],"simultaneously.":[113],"case":[116],"studies":[117],"show":[118],"that":[119],"solution":[122],"clearly":[124],"outperforms":[125],"state":[127],"art":[130],"terms":[132],"accuracy.":[137],"used":[143],"assess":[145],"transition":[154],"low-carbon":[157]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-03-29T00:00:00"}