{"id":"https://openalex.org/W4367367483","doi":"https://doi.org/10.1007/s10479-023-05338-x","title":"Production planning under RTP, TOU and PPA considering a redox flow battery storage system","display_name":"Production planning under RTP, TOU and PPA considering a redox flow battery storage system","publication_year":2023,"publication_date":"2023-04-29","ids":{"openalex":"https://openalex.org/W4367367483","doi":"https://doi.org/10.1007/s10479-023-05338-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10479-023-05338-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-023-05338-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-023-05338-x.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10479-023-05338-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033556542","display_name":"Markus Hilbert","orcid":"https://orcid.org/0000-0003-0480-8333"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Markus Hilbert","raw_affiliation_strings":["Chair of Quantitative Methods, FernUniversit\u00e4t in Hagen, Universit\u00e4tsstr. 41, 58097, Hagen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0480-8333","affiliations":[{"raw_affiliation_string":"Chair of Quantitative Methods, FernUniversit\u00e4t in Hagen, Universit\u00e4tsstr. 41, 58097, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015619290","display_name":"Andreas Dellnitz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133528","display_name":"Leibniz University of Applied Sciences","ror":"https://ror.org/03eqwj662","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210133528"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dellnitz","raw_affiliation_strings":["Chair of Quantitative Methods, Leibniz FH School of Business, Expo Plaza 11, 30539, Hannover, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Quantitative Methods, Leibniz FH School of Business, Expo Plaza 11, 30539, Hannover, Germany","institution_ids":["https://openalex.org/I4210133528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082324115","display_name":"Andreas Kleine","orcid":"https://orcid.org/0000-0003-1844-7583"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Kleine","raw_affiliation_strings":["Chair of Quantitative Methods, FernUniversit\u00e4t in Hagen, Universit\u00e4tsstr. 41, 58097, Hagen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Quantitative Methods, FernUniversit\u00e4t in Hagen, Universit\u00e4tsstr. 41, 58097, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033556542"],"corresponding_institution_ids":["https://openalex.org/I120691247"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.8943,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73085538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"328","issue":"2","first_page":"1409","last_page":"1436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9976000189781189,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9976000189781189,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9957000017166138,"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/computer-science","display_name":"Computer science","score":0.6617932915687561},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6336144208908081},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6220360994338989},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.560947060585022},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.44487518072128296},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3658464550971985},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.24317315220832825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09686076641082764}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6617932915687561},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6336144208908081},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6220360994338989},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.560947060585022},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.44487518072128296},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3658464550971985},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.24317315220832825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09686076641082764},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10479-023-05338-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-023-05338-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-023-05338-x.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:econstor.eu:10419/311050","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/311050","pdf_url":"https://www.econstor.eu/bitstream/10419/311050/1/s10479-023-05338-x.pdf","source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:RePEc:spr:annopr:v:328:y:2023:i:2:d:10.1007_s10479-023-05338-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10479-023-05338-x","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,"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"}],"best_oa_location":{"id":"doi:10.1007/s10479-023-05338-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10479-023-05338-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10479-023-05338-x.pdf","source":{"id":"https://openalex.org/S57667410","display_name":"Annals of Operations Research","issn_l":"0254-5330","issn":["0254-5330","1572-9338"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367367483.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W826685547","https://openalex.org/W998289285","https://openalex.org/W1096182324","https://openalex.org/W1416338368","https://openalex.org/W1968605868","https://openalex.org/W1977643613","https://openalex.org/W1982443333","https://openalex.org/W1997898472","https://openalex.org/W2000051282","https://openalex.org/W2008499862","https://openalex.org/W2023220064","https://openalex.org/W2055705788","https://openalex.org/W2096302562","https://openalex.org/W2106411873","https://openalex.org/W2128130220","https://openalex.org/W2285365016","https://openalex.org/W2342782995","https://openalex.org/W2343026324","https://openalex.org/W2428734363","https://openalex.org/W2507700924","https://openalex.org/W2584141361","https://openalex.org/W2597115894","https://openalex.org/W2729664112","https://openalex.org/W2789575033","https://openalex.org/W2804311114","https://openalex.org/W2809645976","https://openalex.org/W2811658683","https://openalex.org/W2884984207","https://openalex.org/W2887329231","https://openalex.org/W2898581031","https://openalex.org/W2900291592","https://openalex.org/W2924260156","https://openalex.org/W2933520483","https://openalex.org/W2939824092","https://openalex.org/W2941464870","https://openalex.org/W2943986114","https://openalex.org/W2969165253","https://openalex.org/W2983573451","https://openalex.org/W3012523602","https://openalex.org/W3042254924","https://openalex.org/W3080506421","https://openalex.org/W3128325731","https://openalex.org/W3166793100","https://openalex.org/W3197520865","https://openalex.org/W4205369043","https://openalex.org/W4221035225","https://openalex.org/W4223925332"],"related_works":["https://openalex.org/W2884576438","https://openalex.org/W1756885467","https://openalex.org/W2905364337","https://openalex.org/W1522517976","https://openalex.org/W2034983601","https://openalex.org/W3042941765","https://openalex.org/W2560284304","https://openalex.org/W1972759339","https://openalex.org/W1981950928","https://openalex.org/W4223527250"],"abstract_inverted_index":{"Abstract":[0],"Due":[1],"to":[2,118,160,170],"climate":[3],"change":[4],"and":[5,23,51,62,128,134,165,181,212],"the":[6,11,19,44,69,86,104,108,119,123,151,154,161,171,192,208,219],"increasing":[7],"scarcity":[8],"of":[9,14,21,49,71,93,115,153,174,194,210,221],"resources,":[10],"sustainability":[12,96],"performance":[13,220],"companies":[15],"is":[16,157],"increasingly":[17,83],"becoming":[18,82],"focus":[20,70],"science":[22],"practice.":[24],"Consequently,":[25],"bicriteria":[26,176],"energy-efficient":[27,188],"production":[28,50],"planning":[29],"under":[30],"price-dynamic":[31],"electricity":[32,47,60,63,116,126,129],"tariffs\u2014e.g.,":[33],"real-time-pricing":[34],"(RTP)":[35],"or":[36],"time-of-use":[37],"(TOU)\u2014is":[38],"meanwhile":[39],"well":[40],"established,":[41],"often":[42],"fathoming":[43],"tradeoffs":[45,58,124],"between":[46,59,125],"costs":[48,61,127],"another":[52],"criterion":[53],"such":[54,72],"as":[55,90],"makespan.":[56],"However,":[57],"consumption":[64,130],"in":[65,85,107,131,191,207],"general":[66],"are":[67,81,98],"rarely":[68],"analyses.":[73],"So-called":[74],"green":[75],"power":[76],"purchase":[77],"agreements":[78],"(PPAs),":[79],"which":[80,156],"popular":[84],"European":[87],"business":[88],"community":[89],"a":[91,132,141,199,204,215],"means":[92],"improving":[94],"corporate":[95],"performance,":[97],"also":[99,158],"largely":[100],"ignored.":[101],"Thus,":[102],"for":[103],"first":[105],"time":[106],"scientific":[109],"literature,":[110],"we":[111,138,179],"put":[112],"this":[113],"type":[114],"tariff":[117],"test":[120],"by":[121],"analyzing":[122],"lot-sizing":[133,164],"scheduling":[135],"context.":[136],"Here,":[137],"additionally":[139],"consider":[140],"real-world":[142],"redox":[143],"flow":[144],"battery":[145],"storage":[146],"system":[147,152],"that":[148],"may":[149],"be":[150],"future,":[155],"new":[159],"literature":[162],"on":[163],"scheduling.":[166],"Even":[167],"more:":[168],"due":[169],"complex":[172],"nature":[173],"our":[175],"mixed-integer":[177],"problem,":[178],"develop":[180],"present":[182],"suitable":[183],"heuristics.":[184,223],"These":[185],"include":[186],"an":[187],"allocation":[189],"heuristic":[190,201],"case":[193,209],"PPA":[195],"and,":[196],"among":[197],"others,":[198],"fix-relax-and-optimize":[200],"combined":[202],"with":[203],"decomposition":[205],"approach":[206],"RTP":[211],"TOU.":[213],"Ultimately,":[214],"scenario":[216],"analysis":[217],"demonstrates":[218],"these":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}