{"id":"https://openalex.org/W2151240965","doi":"https://doi.org/10.1063/1.3223918","title":"ELECTRICITY CONSUMPTION IN THE INDUSTRIAL SECTOR OF JORDAN: APPLICATION OF MULTIVARIATE LINEAR REGRESSION AND ADAPTIVE NEURO-FUZZY TECHNIQUES","display_name":"ELECTRICITY CONSUMPTION IN THE INDUSTRIAL SECTOR OF JORDAN: APPLICATION OF MULTIVARIATE LINEAR REGRESSION AND ADAPTIVE NEURO-FUZZY TECHNIQUES","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2151240965","doi":"https://doi.org/10.1063/1.3223918","mag":"2151240965"},"language":"en","primary_location":{"id":"doi:10.1063/1.3223918","doi":"https://doi.org/10.1063/1.3223918","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.3223918","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"},"volume":null,"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/A5080749905","display_name":"Murad Samhouri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"M. Samhouri","raw_affiliation_strings":["Industrial Engineering Department, The Hashemite University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, The Hashemite University","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109066521","display_name":"Ahmed Al-Ghandoor","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"A. Al-Ghandoor","raw_affiliation_strings":["Industrial Engineering Department, The Hashemite University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, The Hashemite University","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109056232","display_name":"Rami Hikmat Fouad","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157392197","display_name":"Hashemite University","ror":"https://ror.org/04a1r5z94","country_code":"JO","type":"education","lineage":["https://openalex.org/I157392197"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"R. H. Fouad","raw_affiliation_strings":["Industrial Engineering Department, The Hashemite University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering Department, The Hashemite University","institution_ids":["https://openalex.org/I157392197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111483748","display_name":"Abdul Halim Hakim","orcid":"https://orcid.org/0009-0006-7909-3175","observed_orcids":["https://orcid.org/0009-0006-7909-3175"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abdul Halim Hakim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089550455","display_name":"Pandian Vasant","orcid":"https://orcid.org/0000-0002-0755-1046","observed_orcids":["https://orcid.org/0000-0002-0755-1046","https://orcid.org/0000-0003-2930-1731"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pandian Vasant","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5021030941","display_name":"Nader Nassif Barsoum","orcid":"https://orcid.org/0000-0003-3176-9501","observed_orcids":["https://orcid.org/0000-0003-3176-9501"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nader Barsoum","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.0535,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.97150411,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.5351999998092651,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.5351999998092651,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.37040001153945923,"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/T11954","display_name":"Energy Efficiency and Management","score":0.014100000262260437,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electricity-consumption","display_name":"electricity consumption","score":0.9729999899864197},{"id":"https://openalex.org/keywords/manufacturing-industry","display_name":"manufacturing industry","score":0.8920000195503235},{"id":"https://openalex.org/keywords/jordan","display_name":"Jordan","score":0.8410000205039978},{"id":"https://openalex.org/keywords/multivariate-linear-regression","display_name":"multivariate linear regression","score":0.8669999837875366},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.9750000238418579},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.6759999990463257},{"id":"https://openalex.org/keywords/energy-consumption-modeling","display_name":"energy consumption modeling","score":0.4440000057220459}],"concepts":[{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.7031266093254089},{"id":"https://openalex.org/C64946054","wikidata":"https://www.wikidata.org/wiki/Q4874476","display_name":"Bayesian multivariate linear regression","level":3,"score":0.6292263269424438},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5749232172966003},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5285312533378601},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5225245952606201},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.49711015820503235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.490045428276062},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.48137691617012024},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4436929523944855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37241804599761963},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3552987575531006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2586420476436615},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23533934354782104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18842455744743347},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0669950544834137},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1063/1.3223918","doi":"https://doi.org/10.1063/1.3223918","is_oa":false,"landing_page_url":"https://doi.org/10.1063/1.3223918","pdf_url":null,"source":{"id":"https://openalex.org/S2764696622","display_name":"AIP conference proceedings","issn_l":"0094-243X","issn":["0094-243X","1551-7616","1935-0465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320257","host_organization_name":"American Institute of Physics","host_organization_lineage":["https://openalex.org/P4310320257"],"host_organization_lineage_names":["American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AIP Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1967827531","https://openalex.org/W1986212397","https://openalex.org/W1987174152","https://openalex.org/W1990234099","https://openalex.org/W2000164913","https://openalex.org/W2002798068","https://openalex.org/W2007956779","https://openalex.org/W2007965803","https://openalex.org/W2019207321","https://openalex.org/W2022447452","https://openalex.org/W2024257505","https://openalex.org/W2062553850","https://openalex.org/W2066695633","https://openalex.org/W2069873194","https://openalex.org/W2077569515","https://openalex.org/W2092628210","https://openalex.org/W2093251805","https://openalex.org/W2116748646","https://openalex.org/W2123763681","https://openalex.org/W2159352203","https://openalex.org/W2581793324","https://openalex.org/W2752128027"],"related_works":["https://openalex.org/W1578654751","https://openalex.org/W2907251867","https://openalex.org/W4399092725","https://openalex.org/W2111480483","https://openalex.org/W2064260190","https://openalex.org/W301474329","https://openalex.org/W2991862907","https://openalex.org/W2007956779","https://openalex.org/W2183379551","https://openalex.org/W2165884219"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":5}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2016-06-24T00:00:00"}