{"id":"https://openalex.org/W4362544271","doi":"https://doi.org/10.1109/osmses58477.2023.10089686","title":"Load and generation time series for German federal states: Static vs. dynamic regionalization factors","display_name":"Load and generation time series for German federal states: Static vs. dynamic regionalization factors","publication_year":2023,"publication_date":"2023-03-27","ids":{"openalex":"https://openalex.org/W4362544271","doi":"https://doi.org/10.1109/osmses58477.2023.10089686"},"language":"en","primary_location":{"id":"doi:10.1109/osmses58477.2023.10089686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/osmses58477.2023.10089686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Open Source Modelling and Simulation of Energy Systems (OSMSES)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2304.02951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024202937","display_name":"Madeleine Sundblad","orcid":null},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Madeleine Sundblad","raw_affiliation_strings":["University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110"],"affiliations":[{"raw_affiliation_string":"University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090313936","display_name":"Tim F\u00fcrmann","orcid":"https://orcid.org/0009-0009-7312-0234"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tim F\u00fcrmann","raw_affiliation_strings":["University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110"],"affiliations":[{"raw_affiliation_string":"University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044922843","display_name":"Anke Weidlich","orcid":"https://orcid.org/0000-0003-2361-0912"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anke Weidlich","raw_affiliation_strings":["University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110"],"affiliations":[{"raw_affiliation_string":"University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110","institution_ids":["https://openalex.org/I161046081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058812118","display_name":"Mirko Sch\u00e4fer","orcid":"https://orcid.org/0000-0002-8029-949X"},"institutions":[{"id":"https://openalex.org/I161046081","display_name":"University of Freiburg","ror":"https://ror.org/0245cg223","country_code":"DE","type":"education","lineage":["https://openalex.org/I161046081"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mirko Sch\u00e4fer","raw_affiliation_strings":["University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110"],"affiliations":[{"raw_affiliation_string":"University of Freiburg,Department of Sustainable Systems Engineering (INATECH),Freiburg,Germany,79110","institution_ids":["https://openalex.org/I161046081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024202937"],"corresponding_institution_ids":["https://openalex.org/I161046081"],"apc_list":null,"apc_paid":null,"fwci":0.2566,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50862847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"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":0.9962000250816345,"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":0.9962000250816345,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9843999743461609,"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":0.9625999927520752,"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/series","display_name":"Series (stratigraphy)","score":0.6149880290031433},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5542023181915283},{"id":"https://openalex.org/keywords/dynamic-factor","display_name":"Dynamic factor","score":0.5481259822845459},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.5158163905143738},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5114868879318237},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5103885531425476},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47873565554618835},{"id":"https://openalex.org/keywords/electricity-demand","display_name":"Electricity demand","score":0.4758869409561157},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4571622908115387},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.44599300622940063},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.42626211047172546},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.3720358610153198},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.31294509768486023},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20041340589523315},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14577844738960266}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6149880290031433},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5542023181915283},{"id":"https://openalex.org/C155702961","wikidata":"https://www.wikidata.org/wiki/Q5318975","display_name":"Dynamic factor","level":2,"score":0.5481259822845459},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.5158163905143738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5114868879318237},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5103885531425476},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47873565554618835},{"id":"https://openalex.org/C2988649059","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Electricity demand","level":4,"score":0.4758869409561157},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4571622908115387},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.44599300622940063},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.42626211047172546},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3720358610153198},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31294509768486023},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20041340589523315},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14577844738960266},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/osmses58477.2023.10089686","is_oa":false,"landing_page_url":"https://doi.org/10.1109/osmses58477.2023.10089686","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Open Source Modelling and Simulation of Energy Systems (OSMSES)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2304.02951","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.02951","pdf_url":"https://arxiv.org/pdf/2304.02951","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2304.02951","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2304.02951","pdf_url":"https://arxiv.org/pdf/2304.02951","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3633743130","display_name":null,"funder_award_id":"SPP 1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G50381915","display_name":null,"funder_award_id":"450860949","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7212922710","display_name":null,"funder_award_id":"SPP 1984","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362544271.pdf"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2805137640","https://openalex.org/W2904551500","https://openalex.org/W2951261012","https://openalex.org/W3025949386","https://openalex.org/W3099773342","https://openalex.org/W3100364916","https://openalex.org/W3106433268","https://openalex.org/W3123869430","https://openalex.org/W3174223840","https://openalex.org/W3205282013","https://openalex.org/W4200618726","https://openalex.org/W4229459370","https://openalex.org/W4289109850","https://openalex.org/W4296137086","https://openalex.org/W4393597774","https://openalex.org/W4393823615"],"related_works":["https://openalex.org/W2315527029","https://openalex.org/W2065387230","https://openalex.org/W2323937687","https://openalex.org/W648995381","https://openalex.org/W3033791384","https://openalex.org/W2141885522","https://openalex.org/W4315574306","https://openalex.org/W4226302151","https://openalex.org/W292998138","https://openalex.org/W2047273160"],"abstract_inverted_index":{"Electricity":[0],"generation":[1,26,64],"and":[2,27,57],"demand":[3,28],"time":[4,29,65,105],"series":[5,30],"often":[6],"are":[7,47],"only":[8],"available":[9,24],"on":[10,49],"a":[11,97],"national":[12,25],"scale.":[13],"In":[14],"this":[15],"contribution,":[16],"we":[17],"de-rive":[18],"regionalization":[19,43,83,94],"factors":[20,46,61,84,95],"to":[21,33],"allocate":[22],"publicly":[23],"for":[31,96],"Germany":[32],"the":[34,50,90],"federal-state":[35],"level.":[36],"We":[37,79],"compare":[38],"two":[39],"different":[40,74],"types":[41],"of":[42,53,73,92,102],"approaches:":[44],"Static":[45],"based":[48],"regional":[51],"distribution":[52],"capacities":[54],"or":[55,71],"population":[56],"GPD,":[58],"whereas":[59],"dynamic":[60,82],"take":[62],"plant-specific":[63],"series,":[66],"regionally":[67],"resolved":[68],"weather":[69],"patterns":[70],"compositions":[72],"load":[75],"profiles":[76],"into":[77],"account.":[78],"observe":[80],"that":[81],"show":[85],"significant":[86],"temporal":[87],"variability,":[88],"emphasizing":[89],"limitations":[91],"static":[93],"spatio-temporally":[98],"more":[99],"de-tailed":[100],"representation":[101],"power":[103],"system":[104],"series.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}