{"id":"https://openalex.org/W4388721284","doi":"https://doi.org/10.1109/iecon51785.2023.10312077","title":"Mapping a Machine Learning Path Forward for Tidal Stream Turbines Biofouling Detection and Estimation","display_name":"Mapping a Machine Learning Path Forward for Tidal Stream Turbines Biofouling Detection and Estimation","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4388721284","doi":"https://doi.org/10.1109/iecon51785.2023.10312077"},"language":"en","primary_location":{"id":"doi:10.1109/iecon51785.2023.10312077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon51785.2023.10312077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","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/A5101637982","display_name":"Haroon Rashid","orcid":"https://orcid.org/0000-0001-5792-6689"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210126368","display_name":"Institut de Recherche Dupuy de L\u00f4me","ror":"https://ror.org/03011gg73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I2802204017","https://openalex.org/I4210095849","https://openalex.org/I4210126368","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Haroon Rashid","raw_affiliation_strings":["University of Brest, UMR CNRS 6027 IRDL,Brest,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Brest, UMR CNRS 6027 IRDL,Brest,France","institution_ids":["https://openalex.org/I4210126368","https://openalex.org/I161929037","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035730211","display_name":"Mohamed Benbouzid","orcid":"https://orcid.org/0000-0002-4844-508X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210126368","display_name":"Institut de Recherche Dupuy de L\u00f4me","ror":"https://ror.org/03011gg73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I2802204017","https://openalex.org/I4210095849","https://openalex.org/I4210126368","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Benbouzid","raw_affiliation_strings":["University of Brest, UMR CNRS 6027 IRDL,Brest,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Brest, UMR CNRS 6027 IRDL,Brest,France","institution_ids":["https://openalex.org/I4210126368","https://openalex.org/I161929037","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060259648","display_name":"Hosna Titah-Benbouzid","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210126368","display_name":"Institut de Recherche Dupuy de L\u00f4me","ror":"https://ror.org/03011gg73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I2802204017","https://openalex.org/I4210095849","https://openalex.org/I4210126368","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hosna Titah-Benbouzid","raw_affiliation_strings":["University of Brest, UMR CNRS 6027 IRDL,Brest,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Brest, UMR CNRS 6027 IRDL,Brest,France","institution_ids":["https://openalex.org/I4210126368","https://openalex.org/I161929037","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017088097","display_name":"Yassine Amirat","orcid":"https://orcid.org/0000-0002-2031-4088"},"institutions":[{"id":"https://openalex.org/I3132279224","display_name":"Institut Sup\u00e9rieur de l'\u00c9lectronique et du Num\u00e9rique","ror":"https://ror.org/017h2rd72","country_code":"FR","type":"education","lineage":["https://openalex.org/I3132279224"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yassine Amirat","raw_affiliation_strings":["L@bISEN,ISEN Yncré a Ouest,Brest,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L@bISEN,ISEN Yncré a Ouest,Brest,France","institution_ids":["https://openalex.org/I3132279224"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040353704","display_name":"Tarek Berghout","orcid":"https://orcid.org/0000-0003-4877-4200"},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Tarek Berghout","raw_affiliation_strings":["University of Batna 2,Laboratory of Automation and Manufacturing Engineering,Batna,Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Batna 2,Laboratory of Automation and Manufacturing Engineering,Batna,Algeria","institution_ids":["https://openalex.org/I162489102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089965022","display_name":"Abdeslam Mamoune","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210126368","display_name":"Institut de Recherche Dupuy de L\u00f4me","ror":"https://ror.org/03011gg73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I2802204017","https://openalex.org/I4210095849","https://openalex.org/I4210126368","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abdeslam Mamoune","raw_affiliation_strings":["University of Brest, UMR CNRS 6027 IRDL,Brest,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Brest, UMR CNRS 6027 IRDL,Brest,France","institution_ids":["https://openalex.org/I4210126368","https://openalex.org/I161929037","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1241,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93164171,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9614999890327454,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10680","display_name":"Wind Energy Research and Development","score":0.9614999890327454,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10302","display_name":"Fish Ecology and Management Studies","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.9021000266075134,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/biofouling","display_name":"Biofouling","score":0.9134687781333923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5066314339637756},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.47339117527008057},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.47324520349502563},{"id":"https://openalex.org/keywords/tidal-power","display_name":"Tidal power","score":0.41939806938171387},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4121943712234497},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.334955632686615}],"concepts":[{"id":"https://openalex.org/C6047279","wikidata":"https://www.wikidata.org/wiki/Q1439821","display_name":"Biofouling","level":3,"score":0.9134687781333923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5066314339637756},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.47339117527008057},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.47324520349502563},{"id":"https://openalex.org/C40018170","wikidata":"https://www.wikidata.org/wiki/Q184037","display_name":"Tidal power","level":2,"score":0.41939806938171387},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4121943712234497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.334955632686615},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iecon51785.2023.10312077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon51785.2023.10312077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04510816v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04510816","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, Oct 2023, Singapore, France. pp.1-6, ⟨10.1109/IECON51785.2023.10312077⟩","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:hal-04768495v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04768495","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society, Oct 2023, Singapore, France. pp.1-6, ⟨10.1109/IECON51785.2023.10312077⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8600000143051147,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W2006059436","https://openalex.org/W2010910661","https://openalex.org/W2021170561","https://openalex.org/W2509719309","https://openalex.org/W2519750370","https://openalex.org/W2571033860","https://openalex.org/W2599627558","https://openalex.org/W2734978243","https://openalex.org/W2782077347","https://openalex.org/W2798699648","https://openalex.org/W2898484654","https://openalex.org/W2901634317","https://openalex.org/W2905557299","https://openalex.org/W2906459947","https://openalex.org/W2913220241","https://openalex.org/W2952392130","https://openalex.org/W2952940070","https://openalex.org/W2972834639","https://openalex.org/W2991048797","https://openalex.org/W3000493685","https://openalex.org/W3005992499","https://openalex.org/W3007052642","https://openalex.org/W3011395398","https://openalex.org/W3033119752","https://openalex.org/W3042169474","https://openalex.org/W3043296609","https://openalex.org/W3043538588","https://openalex.org/W3047037768","https://openalex.org/W3081146634","https://openalex.org/W3082415044","https://openalex.org/W3092307907","https://openalex.org/W3126508558","https://openalex.org/W3126878222","https://openalex.org/W3139026088","https://openalex.org/W3166010619","https://openalex.org/W3166300114","https://openalex.org/W3171794989","https://openalex.org/W3203527405","https://openalex.org/W4206086640","https://openalex.org/W4220774029","https://openalex.org/W4221064346","https://openalex.org/W4225128084","https://openalex.org/W4226051439","https://openalex.org/W4235005797","https://openalex.org/W4296793938","https://openalex.org/W4296969888","https://openalex.org/W4303575289","https://openalex.org/W4313215267","https://openalex.org/W4317620554","https://openalex.org/W4366975242"],"related_works":["https://openalex.org/W4234458579","https://openalex.org/W4286615825","https://openalex.org/W2359695434","https://openalex.org/W2357529910","https://openalex.org/W2351135390","https://openalex.org/W2946240729","https://openalex.org/W3023719170","https://openalex.org/W4200066687","https://openalex.org/W2460059583","https://openalex.org/W4377564747"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"to":[3],"map":[4],"a":[5],"machine":[6],"learning":[7],"path":[8],"forward":[9],"for":[10,35,53],"tidal":[11,30],"stream":[12,31],"turbines":[13],"biofouling":[14,25,54],"detection":[15,55],"and":[16,26,37,42,56],"estimation.":[17,57],"The":[18],"proposed":[19],"review":[20],"covers":[21],"an":[22],"overview":[23],"of":[24],"its":[27],"impact":[28],"on":[29],"turbines,":[32],"current":[33],"techniques":[34],"detecting":[36],"estimating":[38],"biofouling,":[39],"recent":[40],"developments,":[41],"challenges":[43],"in":[44],"the":[45],"field,":[46],"as":[47,49],"well":[48],"several":[50],"promising":[51],"prospects":[52]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}