{"id":"https://openalex.org/W3102851506","doi":"https://doi.org/10.1109/isgt-europe47291.2020.9248784","title":"Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM","display_name":"Multi-Objective Residential Electricity Scheduling Based on Forecasting Generation and Demand via LSTM","publication_year":2020,"publication_date":"2020-10-26","ids":{"openalex":"https://openalex.org/W3102851506","doi":"https://doi.org/10.1109/isgt-europe47291.2020.9248784","mag":"3102851506"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-europe47291.2020.9248784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe47291.2020.9248784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","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/A5113682007","display_name":"Jan Timo Meyer","orcid":null},"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":true,"raw_author_name":"Jan Timo Meyer","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007162318","display_name":"Louis-Andre Agrofoglio","orcid":null},"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":"Louis-Andre Agrofoglio","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063487775","display_name":"Joris Clement","orcid":null},"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":"Joris Clement","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012056600","display_name":"Qiyi Liu","orcid":"https://orcid.org/0000-0001-9884-193X"},"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":"Qiyi Liu","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071290070","display_name":"Ogun Yurdakul","orcid":"https://orcid.org/0000-0002-8167-6859"},"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":"Ogun Yurdakul","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089847337","display_name":"\u015eahin Albayrak","orcid":"https://orcid.org/0000-0001-5092-4584"},"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":"Sahin Albayrak","raw_affiliation_strings":["Technische Universit\u00e4t Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit\u00e4t Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113682007"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":0.3082,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57906743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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":0.9983000159263611,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/scheduling","display_name":"Scheduling (production processes)","score":0.6055933833122253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5972785353660583},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.582527220249176},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5425525307655334},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.5413342714309692},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.45687901973724365},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4479418098926544},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.4305487871170044},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42764320969581604},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.42489850521087646},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.3850986659526825},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2126050591468811},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.18864169716835022},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1653231680393219},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1231282651424408}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6055933833122253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5972785353660583},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.582527220249176},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5425525307655334},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.5413342714309692},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.45687901973724365},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4479418098926544},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.4305487871170044},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42764320969581604},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.42489850521087646},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3850986659526825},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2126050591468811},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.18864169716835022},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1653231680393219},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1231282651424408},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-europe47291.2020.9248784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe47291.2020.9248784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1967346783","https://openalex.org/W1974197157","https://openalex.org/W2025904793","https://openalex.org/W2068060907","https://openalex.org/W2090057729","https://openalex.org/W2094053746","https://openalex.org/W2116261113","https://openalex.org/W2338826229","https://openalex.org/W2540171445","https://openalex.org/W2754252319","https://openalex.org/W2795311922","https://openalex.org/W2902164008","https://openalex.org/W2940774045","https://openalex.org/W2944182551","https://openalex.org/W2945635525","https://openalex.org/W2989671324","https://openalex.org/W2990591102","https://openalex.org/W6762406461","https://openalex.org/W6945006492"],"related_works":["https://openalex.org/W1589973774","https://openalex.org/W2353074559","https://openalex.org/W2171108821","https://openalex.org/W2023642087","https://openalex.org/W2074513827","https://openalex.org/W2402141875","https://openalex.org/W3125701662","https://openalex.org/W1498762745","https://openalex.org/W148990555","https://openalex.org/W3093216143"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,43,70],"combined":[4],"day-ahead":[5,84,96],"forecasting":[6,63,94],"and":[7,27,47,58,66],"scheduling":[8],"energy":[9,39,49],"management":[10],"system":[11,51],"(EMS)":[12],"with":[13,42,92],"multiple":[14],"complimentary":[15],"objectives":[16],"on":[17,75],"household":[18,72],"level.":[19],"Our":[20],"comparative":[21],"case":[22],"study,":[23],"analyses,":[24],"economical,":[25],"ecological":[26],"grid":[28],"independence":[29],"aspects":[30],"of":[31,37,64,69],"our":[32],"model":[33],"include":[34],"the":[35,93],"utilization":[36],"renewable":[38],"source":[40],"(RES)":[41],"controllable":[44],"diesel":[45],"generator":[46],"an":[48,76],"storage":[50],"(ESS).":[52],"The":[53,62],"latter":[54],"includes":[55],"both":[56],"stationary":[57],"electric":[59],"vehicle":[60],"batteries.":[61],"RES":[65],"uncontrollable":[67],"load":[68],"single":[71],"is":[73,80],"based":[74],"LSTM":[77],"approach,":[78],"which":[79],"then":[81],"used":[82],"for":[83],"electricity":[85,98],"scheduling.":[86],"In":[87],"order":[88],"to":[89],"be":[90],"consistent":[91],"horizon,":[95],"wholesale":[97],"market":[99],"prices":[100],"are":[101],"used.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
