{"id":"https://openalex.org/W4409222872","doi":"https://doi.org/10.1109/access.2025.3558445","title":"Forecasting Energy Consumption of a Mining Plant Using Artificial Neural Networks","display_name":"Forecasting Energy Consumption of a Mining Plant Using Artificial Neural Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409222872","doi":"https://doi.org/10.1109/access.2025.3558445"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3558445","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3558445","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3558445","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061588572","display_name":"Mahmoud M. S. Al-Suod","orcid":"https://orcid.org/0000-0002-2025-9816"},"institutions":[{"id":"https://openalex.org/I104941359","display_name":"Al-Ahliyya Amman University","ror":"https://ror.org/00xddhq60","country_code":"JO","type":"education","lineage":["https://openalex.org/I104941359"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mahmoud Al-Suod","raw_affiliation_strings":["Electrical Engineering Department, Al-Ahliyya Amman University, Amman, Jordan","Al-Ahliyya Amman University, Electrical Engineering Department, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-2025-9816","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Al-Ahliyya Amman University, Amman, Jordan","institution_ids":["https://openalex.org/I104941359"]},{"raw_affiliation_string":"Al-Ahliyya Amman University, Electrical Engineering Department, Amman, Jordan","institution_ids":["https://openalex.org/I104941359"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Busher Victor","orcid":"https://orcid.org/0000-0002-3268-7519"},"institutions":[{"id":"https://openalex.org/I91988273","display_name":"Odessa National Maritime University","ror":"https://ror.org/05qze6v15","country_code":"UA","type":"education","lineage":["https://openalex.org/I91988273"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Busher Victor","raw_affiliation_strings":["National University “Odessa Maritime Academy”, Odessa, Ukraine","National University â œOdessa Maritime Academy” Odessa, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-3268-7519","affiliations":[{"raw_affiliation_string":"National University “Odessa Maritime Academy”, Odessa, Ukraine","institution_ids":["https://openalex.org/I91988273"]},{"raw_affiliation_string":"National University â œOdessa Maritime Academy” Odessa, Ukraine","institution_ids":["https://openalex.org/I91988273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117018621","display_name":"Tytiuk Valerii","orcid":null},"institutions":[{"id":"https://openalex.org/I1304898440","display_name":"Kryvyi Rih National University","ror":"https://ror.org/02md2kv66","country_code":"UA","type":"education","lineage":["https://openalex.org/I1304898440"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Tytiuk Valerii","raw_affiliation_strings":["Kryvyi Rih National University, Kryvyi Rih, Ukraine","Kryvyi Rih National University, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kryvyi Rih National University, Kryvyi Rih, Ukraine","institution_ids":["https://openalex.org/I1304898440"]},{"raw_affiliation_string":"Kryvyi Rih National University, Ukraine","institution_ids":["https://openalex.org/I1304898440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117018622","display_name":"Chorna Olha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164140","display_name":"Kremenchuk Mykhailo Ostrohradskyi National University","ror":"https://ror.org/05jv80548","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210164140"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Chorna Olha","raw_affiliation_strings":["Kremenchuk Mykhailo Ostrogradskyi National University, Kremenchuk, Ukraine","Kremenchuk Mykhailo Ostrogradskyi National University, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kremenchuk Mykhailo Ostrogradskyi National University, Kremenchuk, Ukraine","institution_ids":["https://openalex.org/I4210164140"]},{"raw_affiliation_string":"Kremenchuk Mykhailo Ostrogradskyi National University, Ukraine","institution_ids":["https://openalex.org/I4210164140"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sivyakova Galina","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132940","display_name":"Karaganda State Industrial University","ror":"https://ror.org/02zr5p933","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210132940"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Sivyakova Galina","raw_affiliation_strings":["Karaganda Industrial University, Temirtau, Kazakhstan","Karaganda industrial university, Kazakhstan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karaganda Industrial University, Temirtau, Kazakhstan","institution_ids":["https://openalex.org/I4210132940"]},{"raw_affiliation_string":"Karaganda industrial university, Kazakhstan","institution_ids":["https://openalex.org/I4210132940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031620837","display_name":"Mohammad Zannon","orcid":null},"institutions":[{"id":"https://openalex.org/I114432678","display_name":"Tafila Technical University","ror":"https://ror.org/04jzmk773","country_code":"JO","type":"education","lineage":["https://openalex.org/I114432678"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Zannon","raw_affiliation_strings":["Department of Mathematics, Tafila Technical University, At-Tafilah, Jordan","Department of Mathematics, Tafila Technical University, PO Box 179, At-Tafilah, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Tafila Technical University, At-Tafilah, Jordan","institution_ids":["https://openalex.org/I114432678"]},{"raw_affiliation_string":"Department of Mathematics, Tafila Technical University, PO Box 179, At-Tafilah, Jordan","institution_ids":["https://openalex.org/I114432678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061595765","display_name":"Dmytro Zhuk","orcid":"https://orcid.org/0000-0001-8951-5542"},"institutions":[{"id":"https://openalex.org/I13779751","display_name":"Admiral Makarov National University of Shipbuilding","ror":"https://ror.org/04ymc1w90","country_code":"UA","type":"education","lineage":["https://openalex.org/I13779751"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Zhuk Dmytro","raw_affiliation_strings":["Admiral Makarov National University of Shipbuilding, Mykolaiv, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Admiral Makarov National University of Shipbuilding, Mykolaiv, Ukraine","institution_ids":["https://openalex.org/I13779751"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":27.2258,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.99786764,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"63237","last_page":"63247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13065","display_name":"Mining Techniques and Economics","score":0.9664999842643738,"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"}},"topics":[{"id":"https://openalex.org/T13065","display_name":"Mining Techniques and Economics","score":0.9664999842643738,"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"}},{"id":"https://openalex.org/T13045","display_name":"Industrial Engineering and Technologies","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12282","display_name":"Mineral Processing and Grinding","score":0.9373000264167786,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/artificial-neural-network","display_name":"Artificial neural network","score":0.748849093914032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.671643853187561},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6606820225715637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5440728664398193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39627280831336975},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3496648073196411},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14542236924171448}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.748849093914032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.671643853187561},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6606820225715637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5440728664398193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39627280831336975},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3496648073196411},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14542236924171448},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3558445","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3558445","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cbc93f407de24392a2373fee0f9b16ff","is_oa":true,"landing_page_url":"https://doaj.org/article/cbc93f407de24392a2373fee0f9b16ff","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 63237-63247 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3558445","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3558445","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1720804347","https://openalex.org/W2009828442","https://openalex.org/W2048395053","https://openalex.org/W2058253069","https://openalex.org/W2069550976","https://openalex.org/W2095471434","https://openalex.org/W2102002680","https://openalex.org/W2161605596","https://openalex.org/W2578770355","https://openalex.org/W2774187023","https://openalex.org/W2788553534","https://openalex.org/W2794778778","https://openalex.org/W2910849319","https://openalex.org/W2913981596","https://openalex.org/W2980047420","https://openalex.org/W2992033075","https://openalex.org/W2996426557","https://openalex.org/W3009672371","https://openalex.org/W3016462725","https://openalex.org/W3043294137","https://openalex.org/W3045300245","https://openalex.org/W3045916252","https://openalex.org/W3116071379","https://openalex.org/W3125564657","https://openalex.org/W3129762955","https://openalex.org/W3163234680","https://openalex.org/W3212513220","https://openalex.org/W3217606401","https://openalex.org/W4206025198","https://openalex.org/W4226253475","https://openalex.org/W4285821766","https://openalex.org/W4310908840","https://openalex.org/W4381661091","https://openalex.org/W4385400588","https://openalex.org/W6749663042","https://openalex.org/W6757452248"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"study":[1],"addresses":[2],"the":[3,21,46,79,85,92,128],"issue":[4],"of":[5,23,49,132],"forecasting":[6,40],"active":[7,41],"and":[8,15,33,66,82,124,130,135],"reactive":[9,58,64],"power":[10,42,59],"consumption":[11,73,90],"at":[12],"a":[13],"mining":[14],"processing":[16],"plant,":[17],"aiming":[18],"to":[19,31,43,61,87,95,114,121],"improve":[20],"efficiency":[22],"energy":[24,47,89,133],"resource":[25],"management.":[26],"It":[27,106],"explores":[28],"existing":[29],"approaches":[30,119],"modelling":[32],"analysing":[34],"electricity":[35,72],"consumption,":[36],"including":[37],"methods":[38,55],"for":[39,56,63,91,110],"accurately":[44],"assess":[45],"needs":[48],"industrial":[50,77],"enterprises,":[51],"as":[52,54],"well":[53],"estimating":[57],"required":[60],"compensate":[62],"components":[65],"stabilize":[67],"grid":[68],"parameters.":[69],"Using":[70],"real":[71],"data":[74,113],"from":[75],"an":[76],"enterprise,":[78],"completed":[80],"training":[81],"research":[83],"demonstrates":[84],"potential":[86],"forecast":[88,116],"next":[93],"24":[94],"48":[96],"hours":[97],"using":[98],"artificial":[99],"neural":[100],"networks":[101],"with":[102],"nonlinear":[103],"autoregressive":[104],"architecture.":[105],"also":[107],"provides":[108],"rationale":[109],"pre-processing":[111],"initial":[112],"enhance":[115],"accuracy.":[117],"These":[118],"contribute":[120],"reducing":[122],"capital":[123],"operating":[125,137],"costs,":[126],"improving":[127],"reliability":[129],"stability":[131],"systems,":[134],"optimising":[136],"efficiency.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":34}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}