{"id":"https://openalex.org/W4404741802","doi":"https://doi.org/10.1109/rtsi61910.2024.10761823","title":"The Value of Forecasting: The Effect of Building Load Forecast Errors on the Performance of an Optimal Energy Management System","display_name":"The Value of Forecasting: The Effect of Building Load Forecast Errors on the Performance of an Optimal Energy Management System","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4404741802","doi":"https://doi.org/10.1109/rtsi61910.2024.10761823"},"language":"en","primary_location":{"id":"doi:10.1109/rtsi61910.2024.10761823","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rtsi61910.2024.10761823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","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/A5102947619","display_name":"Michael James Wood","orcid":"https://orcid.org/0000-0003-0237-4148"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Michael Wood","raw_affiliation_strings":["Politecnico di Milano,Department of Energy,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Department of Energy,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000320100","display_name":"Emanu\u00e8le Ogliari","orcid":"https://orcid.org/0000-0002-2106-0374"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emanuele Ogliari","raw_affiliation_strings":["Politecnico di Milano,Department of Energy,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Department of Energy,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027017319","display_name":"Sonia Leva","orcid":"https://orcid.org/0000-0002-7883-0034"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sonia Leva","raw_affiliation_strings":["Politecnico di Milano,Department of Energy,Milan,Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,Department of Energy,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102947619"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1244094,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"42","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.8916000127792358,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.8916000127792358,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.8756999969482422,"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":0.7748000025749207,"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/computer-science","display_name":"Computer science","score":0.5914450883865356},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5618891716003418},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5152183175086975},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4106452763080597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18257790803909302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16664135456085205},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10527923703193665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09909701347351074}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5914450883865356},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5618891716003418},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5152183175086975},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4106452763080597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18257790803909302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16664135456085205},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10527923703193665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09909701347351074}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rtsi61910.2024.10761823","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/rtsi61910.2024.10761823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1279406","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1279406","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W858921981","https://openalex.org/W2007690027","https://openalex.org/W2163925008","https://openalex.org/W2296521892","https://openalex.org/W2792921542","https://openalex.org/W2953049129","https://openalex.org/W3016528319","https://openalex.org/W3048466861","https://openalex.org/W3126160084","https://openalex.org/W3213163168","https://openalex.org/W4323047706","https://openalex.org/W4392520212","https://openalex.org/W4396680609","https://openalex.org/W4399913913","https://openalex.org/W6632158910"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Distributed":[0],"renewable":[1],"resources":[2],"and":[3,38,47,114,125],"microgrids":[4],"will":[5,22],"be":[6,56],"a":[7,67,98,126],"crucial":[8],"technology":[9],"during":[10,110],"the":[11,31,57,89],"energy":[12,73],"transition.":[13],"Fully":[14],"utilizing":[15],"these":[16],"to":[17,29,87],"reduce":[18],"consumer":[19,120],"electric":[20,26],"costs":[21],"often":[23,45],"necessitate":[24],"forecasting":[25,36],"load,":[27],"required":[28],"solve":[30],"unit":[32],"commitment":[33],"problem.":[34],"Traditional":[35],"methods":[37],"also":[39],"modern":[40],"machine":[41],"learning":[42],"algorithms":[43],"are":[44,103],"trained":[46],"evaluated":[48],"on":[49,92],"mean":[50],"squared":[51],"error,":[52],"which":[53],"may":[54],"not":[55],"best":[58],"choice":[59],"for":[60],"designing":[61],"forecasts":[62,82],"that":[63,104],"work":[64,78],"effectively":[65],"with":[66,83,119],"downstream":[68],"decision":[69],"maker:":[70],"an":[71],"optimal":[72,94],"management":[74],"system.":[75],"This":[76],"novel":[77],"constructs":[79],"several":[80],"different":[81,84],"error":[85,90,106,131],"distributions":[86],"study":[88],"impact":[91],"simulated":[93],"battery":[95],"dispatch":[96],"in":[97,123],"building":[99],"microgrid.":[100],"The":[101],"findings":[102],"forecast":[105],"is":[107,133],"most":[108],"important":[109],"peak":[111,115],"load":[112],"periods":[113],"price":[116],"periods,":[117],"especially":[118],"demand":[121],"charges":[122],"place,":[124],"zero-bias":[127],"or":[128],"random":[129],"Gaussian":[130],"distribution":[132],"necessarily":[134],"advantageous.":[135]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}