{"id":"https://openalex.org/W2888915296","doi":"https://doi.org/10.1109/ccece.2018.8447786","title":"Regression Models of Critical Parameters Affecting Peak Load Demand Forecasting","display_name":"Regression Models of Critical Parameters Affecting Peak Load Demand Forecasting","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2888915296","doi":"https://doi.org/10.1109/ccece.2018.8447786","mag":"2888915296"},"language":"en","primary_location":{"id":"doi:10.1109/ccece.2018.8447786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2018.8447786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Canadian Conference on Electrical & Computer Engineering (CCECE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006955528","display_name":"Mohammad Zawad Ali","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Zawad Ali","raw_affiliation_strings":["Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068886990","display_name":"Nasmus Sakib Khan Shabbir","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nasmus Sakib Khan Shabbir","raw_affiliation_strings":["Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065698973","display_name":"Muhammad Sifatul Alam Chowdhury","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad Sifatul Alam Chowdhury","raw_affiliation_strings":["Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Memorial University of Newfoundland Faculty of Medicine, Saint John's, NL, CA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023915049","display_name":"Arko Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Arko Ghosh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031637653","display_name":"Xiaodong Liang","orcid":"https://orcid.org/0000-0002-8089-5419"},"institutions":[{"id":"https://openalex.org/I130438778","display_name":"Memorial University of Newfoundland","ror":"https://ror.org/04haebc03","country_code":"CA","type":"education","lineage":["https://openalex.org/I130438778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaodong Liang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John's, NL, Canada","institution_ids":["https://openalex.org/I130438778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6058,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62467949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11941","display_name":"Power System Reliability and Maintenance","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9990000128746033,"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/T10424","display_name":"Electric Power System Optimization","score":0.9962999820709229,"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/economic-shortage","display_name":"Economic shortage","score":0.6546000242233276},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6171688437461853},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5671777725219727},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5648330450057983},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5093861222267151},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.49556076526641846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48743441700935364},{"id":"https://openalex.org/keywords/goodness-of-fit","display_name":"Goodness of fit","score":0.4867880046367645},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.4799635410308838},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4792623519897461},{"id":"https://openalex.org/keywords/curve-fitting","display_name":"Curve fitting","score":0.45336514711380005},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4427037835121155},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4200161397457123},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.41919443011283875},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.38924792408943176},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.34662771224975586},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2660355567932129},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.1327991783618927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12636417150497437},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.11942607164382935}],"concepts":[{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.6546000242233276},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6171688437461853},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5671777725219727},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5648330450057983},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5093861222267151},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.49556076526641846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48743441700935364},{"id":"https://openalex.org/C132480984","wikidata":"https://www.wikidata.org/wiki/Q2034239","display_name":"Goodness of fit","level":2,"score":0.4867880046367645},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.4799635410308838},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4792623519897461},{"id":"https://openalex.org/C184389593","wikidata":"https://www.wikidata.org/wiki/Q603159","display_name":"Curve fitting","level":2,"score":0.45336514711380005},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4427037835121155},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4200161397457123},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.41919443011283875},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.38924792408943176},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34662771224975586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2660355567932129},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.1327991783618927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12636417150497437},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.11942607164382935},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece.2018.8447786","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccece.2018.8447786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Canadian Conference on Electrical & Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W650322639","https://openalex.org/W1552061030","https://openalex.org/W1634750679","https://openalex.org/W2009145410","https://openalex.org/W2625482364"],"related_works":["https://openalex.org/W245708997","https://openalex.org/W1529580051","https://openalex.org/W1970149010","https://openalex.org/W4200135104","https://openalex.org/W2359440504","https://openalex.org/W2030563576","https://openalex.org/W2353702607","https://openalex.org/W2385950731","https://openalex.org/W2584111259","https://openalex.org/W2380058225"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"seven":[3],"critical":[4],"parameters":[5,44],"have":[6],"been":[7],"identified":[8],"contributing":[9],"to":[10,26,29],"generation":[11,23],"shortages,":[12],"and":[13,45,74,80],"affecting":[14],"the":[15,27,31,37,46,53,63,69],"peak":[16,47],"load":[17,48],"demand":[18,49],"forecasting":[19],"for":[20],"power":[21],"system":[22],"planning.":[24],"Due":[25],"difficulty":[28],"predict":[30],"occurrence":[32],"of":[33,42,62,72],"each":[34],"parameter":[35],"effectively,":[36],"time":[38],"series":[39],"regression":[40],"models":[41,65],"these":[43],"are":[50],"developed":[51,64],"using":[52],"curve":[54],"fitting":[55],"tool":[56],"box":[57],"in":[58],"MATLAB.":[59],"The":[60],"accuracy":[61],"is":[66],"evaluated":[67],"through":[68],"residual,":[70],"goodness":[71],"fit,":[73],"percentage":[75],"errors":[76],"calculated":[77,81],"between":[78],"actual":[79],"data.":[82]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}