{"id":"https://openalex.org/W2783222181","doi":"https://doi.org/10.1109/isgteurope.2017.8260117","title":"Mitigating load forecast errors for suppliers by utilizing energy storage at a substation level","display_name":"Mitigating load forecast errors for suppliers by utilizing energy storage at a substation level","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2783222181","doi":"https://doi.org/10.1109/isgteurope.2017.8260117","mag":"2783222181"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2017.8260117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2017.8260117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE PES Innovative Smart Grid Technologies Conference 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/A5048201446","display_name":"Xiaohe Yan","orcid":"https://orcid.org/0000-0001-8209-0385"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Xiaohe Yan","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Bath"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Bath","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086276419","display_name":"Qiuyang Ma","orcid":"https://orcid.org/0000-0003-4156-2205"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qiuyang Ma","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Bath"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Bath","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059928307","display_name":"Heather Wyman-Pain","orcid":"https://orcid.org/0000-0001-9153-0346"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Heather Wyman-Pain","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Bath"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Bath","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075927600","display_name":"Chenghong Gu","orcid":"https://orcid.org/0000-0002-3306-767X"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chenghong Gu","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Bath"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Bath","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021629386","display_name":"Li Ran","orcid":"https://orcid.org/0000-0002-4412-6698"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ran Li","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Bath"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Bath","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111864968","display_name":"Furong Li","orcid":"https://orcid.org/0009-0002-6352-2052"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Furong Li","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Bath"],"affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Bath","institution_ids":["https://openalex.org/I51601045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048201446"],"corresponding_institution_ids":["https://openalex.org/I51601045"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.1855435,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/metering-mode","display_name":"Metering mode","score":0.6123119592666626},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.6006001830101013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660867094993591},{"id":"https://openalex.org/keywords/load-shifting","display_name":"Load shifting","score":0.5451287031173706},{"id":"https://openalex.org/keywords/cost-reduction","display_name":"Cost reduction","score":0.5439723134040833},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.5007128715515137},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4838656187057495},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.44637948274612427},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4325335919857025},{"id":"https://openalex.org/keywords/peak-load","display_name":"Peak load","score":0.4295291602611542},{"id":"https://openalex.org/keywords/energy-cost","display_name":"Energy cost","score":0.4249686598777771},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.41600242257118225},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.2615920901298523},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21579357981681824},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14493021368980408},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10311540961265564},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08346608281135559}],"concepts":[{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.6123119592666626},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6006001830101013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660867094993591},{"id":"https://openalex.org/C2777030403","wikidata":"https://www.wikidata.org/wiki/Q17099419","display_name":"Load shifting","level":3,"score":0.5451287031173706},{"id":"https://openalex.org/C2778820799","wikidata":"https://www.wikidata.org/wiki/Q3454688","display_name":"Cost reduction","level":2,"score":0.5439723134040833},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.5007128715515137},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4838656187057495},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.44637948274612427},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4325335919857025},{"id":"https://openalex.org/C2986689482","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Peak load","level":2,"score":0.4295291602611542},{"id":"https://openalex.org/C3019966295","wikidata":"https://www.wikidata.org/wiki/Q1341368","display_name":"Energy cost","level":2,"score":0.4249686598777771},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.41600242257118225},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.2615920901298523},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21579357981681824},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14493021368980408},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10311540961265564},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08346608281135559},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2017.8260117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2017.8260117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3097466672","display_name":null,"funder_award_id":"EP/L001039/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G660795542","display_name":null,"funder_award_id":"EP/D073820/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7376874757","display_name":null,"funder_award_id":"EP/N03466X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8164719119","display_name":null,"funder_award_id":"EP/K036211/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8562473867","display_name":null,"funder_award_id":"EP/M000141/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1577688753","https://openalex.org/W1970740251","https://openalex.org/W1977236941","https://openalex.org/W1986051118","https://openalex.org/W2000685472","https://openalex.org/W2011245176","https://openalex.org/W2034788837","https://openalex.org/W2046747815","https://openalex.org/W2057307774","https://openalex.org/W2099390982","https://openalex.org/W2147447450","https://openalex.org/W2149491889","https://openalex.org/W2157427603","https://openalex.org/W2164896804","https://openalex.org/W2240319897","https://openalex.org/W2315238750","https://openalex.org/W2396312483","https://openalex.org/W2477498913"],"related_works":["https://openalex.org/W2589115670","https://openalex.org/W2084834223","https://openalex.org/W2471020032","https://openalex.org/W4228999028","https://openalex.org/W1833997149","https://openalex.org/W4280522217","https://openalex.org/W2997084050","https://openalex.org/W2068176901","https://openalex.org/W39487273","https://openalex.org/W4206221076"],"abstract_inverted_index":{"Due":[0],"to":[1,29,34,58,92,111],"the":[2,10,36,60,64,105,113,118,142],"growth":[3],"of":[4,72],"intermittent":[5],"generation":[6],"and":[7,17,62,104,116],"flexible":[8],"demand,":[9],"difference":[11,61],"between":[12],"real":[13],"metered":[14],"load":[15,52,74],"profiles":[16,19],"predicted":[18],"has":[20,24,124,135],"increased":[21],"significantly.":[22],"This":[23,81,98],"caused":[25],"a":[26,84,121,137],"higher":[27],"cost":[28,102,139,144],"suppliers":[30],"as":[31],"they":[32],"have":[33],"mitigate":[35,93],"errors":[37,95],"by":[38,127],"using":[39],"costly":[40],"fast":[41],"response":[42],"generators":[43],"or":[44],"buying":[45],"expensive":[46],"energy":[47,89,101,143],"from":[48],"other":[49],"suppliers.":[50,97],"Improving":[51],"forecast":[53,94],"accuracy":[54],"is":[55,77],"an":[56],"alternative":[57],"reduce":[59],"consequently":[63],"costs,":[65],"but":[66],"it":[67],"relies":[68],"on":[69],"large":[70],"quantities":[71],"historical":[73],"data":[75],"which":[76],"not":[78],"necessarily":[79],"available.":[80],"paper":[82],"utilises":[83],"novel":[85],"control":[86],"strategy":[87],"for":[88,96],"storage":[90],"systems":[91],"results":[99],"in":[100,141],"savings":[103],"Use-of-System":[106],"(UoS)":[107],"savings.":[108,145],"In":[109],"order":[110],"test":[112],"charging/discharging":[114],"strategies":[115],"quantify":[117],"economic":[119],"benefits,":[120],"case":[122,133],"study":[123,134],"been":[125],"conducted":[126],"utilizing":[128],"smart":[129],"metering":[130],"data.":[131],"The":[132],"produced":[136],"33.2%":[138],"reduction":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}