{"id":"https://openalex.org/W4389041516","doi":"https://doi.org/10.1109/isncc58260.2023.10323748","title":"An Improved Distributed Computing Time-Series Short-term Load Forecasting Pipeline for MV Transmission Planning","display_name":"An Improved Distributed Computing Time-Series Short-term Load Forecasting Pipeline for MV Transmission Planning","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4389041516","doi":"https://doi.org/10.1109/isncc58260.2023.10323748"},"language":"en","primary_location":{"id":"doi:10.1109/isncc58260.2023.10323748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","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/A5109658907","display_name":"Hussam Kanaan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141453","display_name":"Iberdrola (Qatar)","ror":"https://ror.org/03wyr0j06","country_code":"QA","type":"company","lineage":["https://openalex.org/I4210141453"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Hussam Kanaan","raw_affiliation_strings":["Iberdrola Innovation Middle East,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Iberdrola Innovation Middle East,Doha,Qatar","institution_ids":["https://openalex.org/I4210141453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093345996","display_name":"Maria Sainz-Ezkerra Galarraga","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087680","display_name":"Iberdrola (Spain)","ror":"https://ror.org/0030ewy42","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087680"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria Sainz-Ezkerra Galarraga","raw_affiliation_strings":["Iberdrola Global Analytics Group,Bilbao,Spain"],"affiliations":[{"raw_affiliation_string":"Iberdrola Global Analytics Group,Bilbao,Spain","institution_ids":["https://openalex.org/I4210087680"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038505208","display_name":"Mahdi Houchati","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141453","display_name":"Iberdrola (Qatar)","ror":"https://ror.org/03wyr0j06","country_code":"QA","type":"company","lineage":["https://openalex.org/I4210141453"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mahdi Houchati","raw_affiliation_strings":["Iberdrola Innovation Middle East,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Iberdrola Innovation Middle East,Doha,Qatar","institution_ids":["https://openalex.org/I4210141453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102583904","display_name":"Javier Onta\u00f1on Ruiz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087680","display_name":"Iberdrola (Spain)","ror":"https://ror.org/0030ewy42","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087680"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Onta\u00f1on Ruiz","raw_affiliation_strings":["Iberdrola Global Analytics Group,Bilbao,Spain"],"affiliations":[{"raw_affiliation_string":"Iberdrola Global Analytics Group,Bilbao,Spain","institution_ids":["https://openalex.org/I4210087680"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073739161","display_name":"Santiago Ba\u00f1ales","orcid":"https://orcid.org/0000-0003-1430-9642"},"institutions":[{"id":"https://openalex.org/I4210141453","display_name":"Iberdrola (Qatar)","ror":"https://ror.org/03wyr0j06","country_code":"QA","type":"company","lineage":["https://openalex.org/I4210141453"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Santiago Ba\u00f1ales Lopez","raw_affiliation_strings":["Iberdrola Innovation Middle East,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Iberdrola Innovation Middle East,Doha,Qatar","institution_ids":["https://openalex.org/I4210141453"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104203660","display_name":"Miguel Rodriguez Asensio","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087680","display_name":"Iberdrola (Spain)","ror":"https://ror.org/0030ewy42","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087680"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Rodriguez Asensio","raw_affiliation_strings":["Iberdrola Global Analytics Group,Bilbao,Spain"],"affiliations":[{"raw_affiliation_string":"Iberdrola Global Analytics Group,Bilbao,Spain","institution_ids":["https://openalex.org/I4210087680"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109658907"],"corresponding_institution_ids":["https://openalex.org/I4210141453"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14674988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9868000149726868,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729911208152771},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5789127349853516},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5704813599586487},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.47230198979377747},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.458710253238678},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4465232491493225},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.44593456387519836},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.421917200088501},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37773367762565613},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36993882060050964},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32990849018096924},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20197027921676636},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17388266324996948},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1504845917224884},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13020041584968567},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09891870617866516}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729911208152771},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5789127349853516},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5704813599586487},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.47230198979377747},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.458710253238678},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4465232491493225},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.44593456387519836},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.421917200088501},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37773367762565613},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36993882060050964},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32990849018096924},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20197027921676636},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17388266324996948},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1504845917224884},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13020041584968567},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09891870617866516},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isncc58260.2023.10323748","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323748","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W417143071","https://openalex.org/W1995919245","https://openalex.org/W2000093387","https://openalex.org/W2296719434","https://openalex.org/W2306386573","https://openalex.org/W2343586331","https://openalex.org/W2553165053","https://openalex.org/W2786806645","https://openalex.org/W2998769790","https://openalex.org/W3045300245","https://openalex.org/W3082041937","https://openalex.org/W3092642546","https://openalex.org/W3096392385","https://openalex.org/W3110772809","https://openalex.org/W3131393736","https://openalex.org/W3137574183","https://openalex.org/W3138408987","https://openalex.org/W3152620182","https://openalex.org/W3154031915","https://openalex.org/W3180367960","https://openalex.org/W3193546170","https://openalex.org/W3209477090","https://openalex.org/W4200196800","https://openalex.org/W4212861398","https://openalex.org/W4285164102"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4255224757","https://openalex.org/W2898021358","https://openalex.org/W2369547777"],"abstract_inverted_index":{"Planning,":[0],"maintenance,":[1],"and":[2,40,43,73,169,194,215],"power":[3,8],"flow":[4],"analysis":[5],"of":[6,14,80,104,109,111,132],"modern":[7],"systems":[9],"generally":[10],"require":[11],"the":[12,33,68,77,90,96,102,133,154,176,197,204,213],"application":[13],"load":[15,48,116,210],"prediction":[16],"as":[17],"a":[18,24,86,163],"critical":[19],"component.":[20],"This":[21,93],"paper":[22,94],"presents":[23],"general,":[25],"scalable,":[26],"end-to-end":[27],"big":[28,105],"data":[29,45,59,106,114,155],"pipeline,":[30],"that":[31],"uses":[32],"strong":[34],"correlation":[35,178],"between":[36],"energy":[37,57,135],"consumption,":[38,136],"date":[39],"time":[41,195],"information,":[42],"weather":[44],"for":[46,166,186],"24-hour-ahead":[47],"forecasting.":[49],"The":[50],"suggested":[51],"approach":[52],"is":[53,143,179],"validated":[54],"using":[55,76,124],"actual":[56],"usage":[58],"gathered":[60],"from":[61],"more":[62,129],"than":[63,130,181],"100,000":[64],"distribution":[65,112,139],"transformers":[66,113,140],"in":[67,89,101,141,202,208],"Spanish":[69],"electrical":[70],"smart":[71],"grid":[72],"implemented":[74],"seamlessly":[75],"parallelization":[78],"capacity":[79],"distributed":[81],"computing":[82],"cluster":[83],"leading":[84],"to":[85,161,174],"dramatic":[87],"decrease":[88],"execution":[91],"time.":[92],"introduces":[95],"following":[97],"interesting":[98],"findings:":[99],"i)":[100],"context":[103],"where":[107,128],"hundreds":[108],"thousands":[110],"exist,":[115],"forecasting":[117,164,211],"at":[118,212],"aggregated":[119],"level":[120],"can":[121],"be":[122],"done":[123],"linear":[125],"regression":[126,184,206],"models":[127,172],"85%":[131],"total":[134],"across":[137],"all":[138,187],"Spain,":[142],"forecasted":[144],"with":[145],"an":[146],"<tex":[147,157],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[148,158],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$R^{2}\\geq":[149],"70\\%$</tex>":[150],".":[151],"ii)":[152],"slicing":[153],"into":[156],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\text{24}$</tex>":[159],"pieces":[160],"develop":[162],"model":[165,185,207],"each":[167],"hour":[168],"connect":[170],"these":[171],"together":[173],"reflect":[175],"inter-hours":[177],"better":[180],"building":[182],"one":[183],"24":[188],"hours":[189],"together.":[190],"iii)":[191],"computation":[192],"cost":[193],"are":[196],"most":[198],"important":[199],"driving":[200],"factor":[201],"choosing":[203],"best":[205],"short-term":[209],"aggregation":[214],"production":[216],"levels.":[217]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}