{"id":"https://openalex.org/W7147148320","doi":"https://doi.org/10.1109/osmses69376.2026.11457204","title":"Temporal Resolution Matters: Assessing Its Impact on Variable Renewable Integration in Open-Source Long-Term Energy Planning Models","display_name":"Temporal Resolution Matters: Assessing Its Impact on Variable Renewable Integration in Open-Source Long-Term Energy Planning Models","publication_year":2026,"publication_date":"2026-03-23","ids":{"openalex":"https://openalex.org/W7147148320","doi":"https://doi.org/10.1109/osmses69376.2026.11457204"},"language":null,"primary_location":{"id":"doi:10.1109/osmses69376.2026.11457204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/osmses69376.2026.11457204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Open Source Modelling and Simulation of Energy Systems (OSMSES)","raw_type":"proceedings-article"},"type":"article","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/A5028547052","display_name":"Mahamat Habib Bechir","orcid":"https://orcid.org/0000-0003-1008-022X"},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Mahamat Habib Bechir","raw_affiliation_strings":["INESC TEC,Center for Power and Energy Systems,Porto,Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC,Center for Power and Energy Systems,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132596600","display_name":"Filipe Tadeu Oliveira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe Tadeu Oliveira","raw_affiliation_strings":["INESC TEC,Center for Power and Energy Systems,Porto,Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC,Center for Power and Energy Systems,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125098026","display_name":"Hermano Bernardo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hermano Bernardo","raw_affiliation_strings":["INESC TEC,Center for Power and Energy Systems,Porto,Portugal"],"affiliations":[{"raw_affiliation_string":"INESC TEC,Center for Power and Energy Systems,Porto,Portugal","institution_ids":["https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028547052"],"corresponding_institution_ids":["https://openalex.org/I4210166615"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.91600909,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9842000007629395,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9842000007629395,"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/T10424","display_name":"Electric Power System Optimization","score":0.00839999970048666,"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/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6859999895095825},{"id":"https://openalex.org/keywords/variable-renewable-energy","display_name":"Variable renewable energy","score":0.6302000284194946},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5913000106811523},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5573999881744385},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5511000156402588},{"id":"https://openalex.org/keywords/energy-transition","display_name":"Energy transition","score":0.49050000309944153},{"id":"https://openalex.org/keywords/energy-planning","display_name":"Energy planning","score":0.4810999929904938},{"id":"https://openalex.org/keywords/energy-system","display_name":"Energy system","score":0.4578999876976013},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.44699999690055847},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4397999942302704}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6859999895095825},{"id":"https://openalex.org/C2780789856","wikidata":"https://www.wikidata.org/wiki/Q7915732","display_name":"Variable renewable energy","level":4,"score":0.6302000284194946},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5913000106811523},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5573999881744385},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5511000156402588},{"id":"https://openalex.org/C2777890234","wikidata":"https://www.wikidata.org/wiki/Q795757","display_name":"Energy transition","level":4,"score":0.49050000309944153},{"id":"https://openalex.org/C2778834244","wikidata":"https://www.wikidata.org/wiki/Q5377181","display_name":"Energy planning","level":3,"score":0.4810999929904938},{"id":"https://openalex.org/C2781341389","wikidata":"https://www.wikidata.org/wiki/Q4531977","display_name":"Energy system","level":3,"score":0.4578999876976013},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.44699999690055847},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4397999942302704},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.41339999437332153},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.40639999508857727},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.397599995136261},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.39559999108314514},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3894999921321869},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.38839998841285706},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.3723999857902527},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34860000014305115},{"id":"https://openalex.org/C2776613951","wikidata":"https://www.wikidata.org/wiki/Q7097788","display_name":"Operational planning","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3386000096797943},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.32989999651908875},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C2776190866","wikidata":"https://www.wikidata.org/wiki/Q1341477","display_name":"Energy supply","level":3,"score":0.3160000145435333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.311599999666214},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.287200003862381},{"id":"https://openalex.org/C18465707","wikidata":"https://www.wikidata.org/wiki/Q5001797","display_name":"Business system planning","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C2778865806","wikidata":"https://www.wikidata.org/wiki/Q6060850","display_name":"Investment decisions","level":3,"score":0.27239999175071716},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.2648000121116638},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.26429998874664307},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C18785705","wikidata":"https://www.wikidata.org/wiki/Q1931373","display_name":"Scenario analysis","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C71554815","wikidata":"https://www.wikidata.org/wiki/Q200974","display_name":"Nameplate capacity","level":4,"score":0.25600001215934753},{"id":"https://openalex.org/C544738498","wikidata":"https://www.wikidata.org/wiki/Q861135","display_name":"Distributed generation","level":3,"score":0.25369998812675476},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/osmses69376.2026.11457204","is_oa":false,"landing_page_url":"https://doi.org/10.1109/osmses69376.2026.11457204","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 Open Source Modelling and Simulation of Energy Systems (OSMSES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.4182014763355255}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1708432661","https://openalex.org/W2790271431","https://openalex.org/W2795805136","https://openalex.org/W2890854663","https://openalex.org/W2909202499","https://openalex.org/W2969958132","https://openalex.org/W4210347062","https://openalex.org/W4388193168","https://openalex.org/W4389511720","https://openalex.org/W4394688882"],"related_works":[],"abstract_inverted_index":{"This":[0],"work":[1],"examines":[2],"the":[3,23,28,94,132,149],"impact":[4],"of":[5,96,148,151,164],"time-slice":[6],"resolution":[7,137],"on":[8,22],"renewable":[9],"energy":[10,15,153,172],"integration":[11],"outcomes":[12],"in":[13,85],"long-term":[14,73,152],"planning":[16,74],"using":[17],"OSeMOSYS.":[18],"The":[19,76],"analysis":[20],"focuses":[21],"Portuguese":[24],"power":[25],"system":[26,57,167],"over":[27],"period":[29],"2024-2050,":[30],"analysed":[31],"under":[32,50],"three":[33],"scenarios:":[34],"one":[35],"coarse":[36,77],"(six":[37],"time":[38,46],"slices)":[39],"and":[40,44,63,82,90,111,124,128,170],"two":[41],"finer":[42],"(twelve":[43],"twenty-four":[45],"slices),":[47],"all":[48],"evaluated":[49],"strict":[51],"cost":[52],"optimisation.":[53],"Key":[54],"outputs":[55],"include":[56],"costs,":[58],"technology":[59],"deployment,":[60],"dispatch":[61],"behaviour,":[62],"emissions":[64],"trajectories.":[65],"Results":[66],"indicate":[67],"that":[68,135],"temporal":[69,136,156],"structure":[70],"directly":[71],"shapes":[72],"outcomes.":[75],"scenario":[78],"smooths":[79],"short-term":[80],"variability":[81],"promotes":[83],"investment":[84],"technologies,":[86],"particularly":[87],"solar":[88],"photovoltaic":[89],"wind,":[91],"while":[92],"reducing":[93],"share":[95],"natural":[97],"gas":[98],"combined":[99],"cycle":[100],"(NGCC),":[101],"presenting":[102],"an":[103],"optimistic":[104],"decarbonisation":[105],"pathway.":[106],"Finer":[107],"resolutions":[108],"capture":[109],"intra-day":[110],"seasonal":[112],"fluctuations,":[113],"revealing":[114],"operational":[115],"constraints,":[116],"increasing":[117],"NGCC":[118],"capacity":[119],"(1.3":[120],"to":[121],"2":[122],"GW),":[123],"moderating":[125],"Solar":[126],"PV":[127],"wind":[129],"output.":[130],"Overall,":[131],"findings":[133],"demonstrate":[134],"is":[138,158],"not":[139],"a":[140,145],"secondary":[141],"modelling":[142],"choice":[143],"but":[144],"critical":[146],"determinant":[147],"credibility":[150],"planning.":[154],"Appropriate":[155],"segmentation":[157],"therefore":[159],"essential":[160],"for":[161],"robust":[162],"evaluation":[163],"policy":[165],"options,":[166],"flexibility":[168],"requirements,":[169],"sustainable":[171],"transition":[173],"strategies":[174]},"counts_by_year":[],"updated_date":"2026-04-02T13:53:19.096889","created_date":"2026-04-02T00:00:00"}
