{"id":"https://openalex.org/W4386200050","doi":"https://doi.org/10.1016/j.engappai.2023.107035","title":"Enhancing the drilling efficiency through the application of machine learning and optimization algorithm","display_name":"Enhancing the drilling efficiency through the application of machine learning and optimization algorithm","publication_year":2023,"publication_date":"2023-08-27","ids":{"openalex":"https://openalex.org/W4386200050","doi":"https://doi.org/10.1016/j.engappai.2023.107035"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2023.107035","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.engappai.2023.107035","pdf_url":"https://ars.els-cdn.com/content/image/1-s2.0-S0952197623012198-ga1_lrg.jpg","source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ars.els-cdn.com/content/image/1-s2.0-S0952197623012198-ga1_lrg.jpg","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038976304","display_name":"Farouk Said Boukredera","orcid":"https://orcid.org/0000-0002-1878-5294"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Farouk Said Boukredera","raw_affiliation_strings":["Centre for Applied Dynamics Research, University of Aberdeen, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Dynamics Research, University of Aberdeen, UK","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006146910","display_name":"Mohamed Riad Youcefi","orcid":"https://orcid.org/0000-0002-5025-3298"},"institutions":[{"id":"https://openalex.org/I50219554","display_name":"University of Laghouat","ror":"https://ror.org/018bbh535","country_code":"DZ","type":"education","lineage":["https://openalex.org/I50219554"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Riad Youcefi","raw_affiliation_strings":["Faculty of Technology, University of Amar Telidji Laghouat, Algeria"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology, University of Amar Telidji Laghouat, Algeria","institution_ids":["https://openalex.org/I50219554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024982248","display_name":"Ahmed Hadjadj","orcid":"https://orcid.org/0000-0002-9125-5417"},"institutions":[{"id":"https://openalex.org/I3121272148","display_name":"University of Boumerdes","ror":"https://ror.org/02dveg925","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3121272148"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ahmed Hadjadj","raw_affiliation_strings":["Petroleum Equipment and Materials Reliability Laboratory, Faculty of Hydrocarbons and Chemistry, M\u2019Hamed Bougara University, Algeria","Petroleum Equipment and Materials Reliability Laboratory, Faculty of Hydrocarbons and Chemistry, M'Hamed Bougara University, Algeria"],"affiliations":[{"raw_affiliation_string":"Petroleum Equipment and Materials Reliability Laboratory, Faculty of Hydrocarbons and Chemistry, M\u2019Hamed Bougara University, Algeria","institution_ids":["https://openalex.org/I3121272148"]},{"raw_affiliation_string":"Petroleum Equipment and Materials Reliability Laboratory, Faculty of Hydrocarbons and Chemistry, M'Hamed Bougara University, Algeria","institution_ids":["https://openalex.org/I3121272148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044912112","display_name":"Chinedu Pascal Ezenkwu","orcid":"https://orcid.org/0000-0001-7232-8441"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chinedu Pascal Ezenkwu","raw_affiliation_strings":["Business and Data Analytics, School of Creative and Cultural Business, Robert Gordon University, UK"],"affiliations":[{"raw_affiliation_string":"Business and Data Analytics, School of Creative and Cultural Business, Robert Gordon University, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054543429","display_name":"Vahid Vaziri","orcid":"https://orcid.org/0000-0003-1882-2013"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vahid Vaziri","raw_affiliation_strings":["Centre for Applied Dynamics Research, University of Aberdeen, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Dynamics Research, University of Aberdeen, UK","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056942916","display_name":"Sumeet S. Aphale","orcid":"https://orcid.org/0000-0002-1691-1648"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sumeet S. Aphale","raw_affiliation_strings":["Centre for Applied Dynamics Research, University of Aberdeen, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Applied Dynamics Research, University of Aberdeen, UK","institution_ids":["https://openalex.org/I195460627"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038976304"],"corresponding_institution_ids":["https://openalex.org/I195460627"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":{"value":3170,"currency":"USD","value_usd":3170},"fwci":9.3408,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.98806718,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"126","issue":null,"first_page":"107035","last_page":"107035"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10892","display_name":"Drilling and Well Engineering","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10188","display_name":"Advanced machining processes and optimization","score":0.9919999837875366,"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/computer-science","display_name":"Computer science","score":0.7769110202789307},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5924119353294373},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5785130262374878},{"id":"https://openalex.org/keywords/rate-of-penetration","display_name":"Rate of penetration","score":0.5729430913925171},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5651822686195374},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48680421710014343},{"id":"https://openalex.org/keywords/drilling","display_name":"Drilling","score":0.452658087015152},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.4376005232334137},{"id":"https://openalex.org/keywords/drill-bit","display_name":"Drill bit","score":0.4301108717918396},{"id":"https://openalex.org/keywords/drilling-fluid","display_name":"Drilling fluid","score":0.41417396068573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39220157265663147},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09954291582107544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7769110202789307},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5924119353294373},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5785130262374878},{"id":"https://openalex.org/C2776497017","wikidata":"https://www.wikidata.org/wiki/Q7295539","display_name":"Rate of penetration","level":3,"score":0.5729430913925171},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5651822686195374},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48680421710014343},{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.452658087015152},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.4376005232334137},{"id":"https://openalex.org/C2778382975","wikidata":"https://www.wikidata.org/wiki/Q335283","display_name":"Drill bit","level":3,"score":0.4301108717918396},{"id":"https://openalex.org/C152068911","wikidata":"https://www.wikidata.org/wiki/Q890914","display_name":"Drilling fluid","level":3,"score":0.41417396068573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39220157265663147},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09954291582107544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.engappai.2023.107035","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.engappai.2023.107035","pdf_url":"https://ars.els-cdn.com/content/image/1-s2.0-S0952197623012198-ga1_lrg.jpg","source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:rgu-repository.worktribe.com:2049272","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/2049272","pdf_url":"https://rgu-repository.worktribe.com/preview/2049306/BOUKREDERA%202023%20Enhancing%20the%20drilling%20efficiency%20%28VOR%29.pdf","source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:aura.abdn.ac.uk:2164/21559","is_oa":false,"landing_page_url":"https://hdl.handle.net/2164/21559","pdf_url":null,"source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal article"}],"best_oa_location":{"id":"doi:10.1016/j.engappai.2023.107035","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.engappai.2023.107035","pdf_url":"https://ars.els-cdn.com/content/image/1-s2.0-S0952197623012198-ga1_lrg.jpg","source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320359","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386200050.pdf","grobid_xml":"https://content.openalex.org/works/W4386200050.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W2032870708","https://openalex.org/W2045059098","https://openalex.org/W2114171079","https://openalex.org/W2596296837","https://openalex.org/W2747045553","https://openalex.org/W2767532368","https://openalex.org/W2773777647","https://openalex.org/W2795511803","https://openalex.org/W2902505646","https://openalex.org/W2942140875","https://openalex.org/W3085234607","https://openalex.org/W3143860690","https://openalex.org/W3184791909","https://openalex.org/W4207009974","https://openalex.org/W4232257007","https://openalex.org/W4281649558","https://openalex.org/W4293237953","https://openalex.org/W4296335812","https://openalex.org/W4297094726","https://openalex.org/W4307663208","https://openalex.org/W4312720137","https://openalex.org/W4322753871","https://openalex.org/W4323342300","https://openalex.org/W4323870229","https://openalex.org/W4377089756","https://openalex.org/W6643991072","https://openalex.org/W6651347907","https://openalex.org/W6682642761","https://openalex.org/W6684237752","https://openalex.org/W6695604430","https://openalex.org/W6770350650","https://openalex.org/W6791453912","https://openalex.org/W6796471803","https://openalex.org/W6847587555","https://openalex.org/W6848093538","https://openalex.org/W6848693047","https://openalex.org/W6850097707"],"related_works":["https://openalex.org/W1996600066","https://openalex.org/W2767975898","https://openalex.org/W4382141378","https://openalex.org/W2088945169","https://openalex.org/W3035611883","https://openalex.org/W2049282123","https://openalex.org/W2131327528","https://openalex.org/W2366836368","https://openalex.org/W3105203309","https://openalex.org/W2348441896"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":12}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
