{"id":"https://openalex.org/W1969235437","doi":"https://doi.org/10.12989/sss.2010.6.2.147","title":"Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks","display_name":"Experimental studies on impact damage location in composite aerospace structures using genetic algorithms and neural networks","publication_year":2010,"publication_date":"2010-03-25","ids":{"openalex":"https://openalex.org/W1969235437","doi":"https://doi.org/10.12989/sss.2010.6.2.147","mag":"1969235437"},"language":"en","primary_location":{"id":"doi:10.12989/sss.2010.6.2.147","doi":"https://doi.org/10.12989/sss.2010.6.2.147","is_oa":false,"landing_page_url":"https://doi.org/10.12989/sss.2010.6.2.147","pdf_url":null,"source":{"id":"https://openalex.org/S13034552","display_name":"Smart Structures and Systems","issn_l":"1738-1584","issn":["1738-1584","1738-1991"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310314632","host_organization_name":"Technopress","host_organization_lineage":["https://openalex.org/P4310314632"],"host_organization_lineage_names":["Technopress"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Structures and Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5063122357","display_name":"Shahruddin Mahzan","orcid":"https://orcid.org/0000-0001-9538-0074","observed_orcids":["https://orcid.org/0000-0001-9538-0074"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shahruddin Mahzan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022831151","display_name":"Wieslaw Jerzy Staszewski","orcid":"https://orcid.org/0000-0003-3071-7427","observed_orcids":["https://orcid.org/0000-0003-3071-7427"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wieslaw J. Staszewski","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5017996489","display_name":"Keith Worden","orcid":"https://orcid.org/0000-0002-1035-238X","observed_orcids":["https://orcid.org/0000-0002-1035-238X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keith Worden","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4123,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.60208088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"6","issue":"2","first_page":"147","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.986299991607666,"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"}},"topics":[{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.986299991607666,"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"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.006099999882280827,"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/T10219","display_name":"Mechanical Behavior of Composites","score":0.0027000000700354576,"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/impact-damage-detection","display_name":"impact damage detection","score":0.8029999732971191},{"id":"https://openalex.org/keywords/impact-location","display_name":"impact location","score":0.7179999947547913},{"id":"https://openalex.org/keywords/composite-aircraft-structures","display_name":"composite aircraft structures","score":0.9079999923706055},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7310000061988831},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9800000190734863},{"id":"https://openalex.org/keywords/triangulation","display_name":"triangulation","score":0.9399999976158142},{"id":"https://openalex.org/keywords/piezoceramic-sensors","display_name":"piezoceramic sensors","score":0.8650000095367432},{"id":"https://openalex.org/keywords/strain-wave-propagation","display_name":"strain wave propagation","score":0.7070000171661377},{"id":"https://openalex.org/keywords/impact-velocity","display_name":"impact velocity","score":0.6060000061988831},{"id":"https://openalex.org/keywords/wing-box","display_name":"wing box","score":0.6349999904632568},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"structural health monitoring","score":0.6990000009536743}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7681392431259155},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.6939641237258911},{"id":"https://openalex.org/C135981907","wikidata":"https://www.wikidata.org/wiki/Q188056","display_name":"Triangulation","level":2,"score":0.6620888710021973},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5641172528266907},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.5492831468582153},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.5008218288421631},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4637589454650879},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4148988723754883},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3924587070941925},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.343761146068573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32215601205825806},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.22709283232688904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20348531007766724},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16370052099227905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10553455352783203},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07854160666465759}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.12989/sss.2010.6.2.147","doi":"https://doi.org/10.12989/sss.2010.6.2.147","is_oa":false,"landing_page_url":"https://doi.org/10.12989/sss.2010.6.2.147","pdf_url":null,"source":{"id":"https://openalex.org/S13034552","display_name":"Smart Structures and Systems","issn_l":"1738-1584","issn":["1738-1584","1738-1991"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310314632","host_organization_name":"Technopress","host_organization_lineage":["https://openalex.org/P4310314632"],"host_organization_lineage_names":["Technopress"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Structures and Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.uthm.edu.my:7847","doi":null,"is_oa":false,"landing_page_url":"http://eprints.uthm.edu.my/7847/1/J8493_9d2fd2d9cd0cf45cad1f0dc769b13ae3.pdf","pdf_url":"http://eprints.uthm.edu.my/7847/1/J8493_9d2fd2d9cd0cf45cad1f0dc769b13ae3.pdf","source":{"id":"https://openalex.org/S4306400770","display_name":"UTHM Institutional Repository (Universiti Tun Hussein Onn Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I930072361","host_organization_name":"Tun Hussein Onn University of Malaysia","host_organization_lineage":["https://openalex.org/I930072361"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1982617598","https://openalex.org/W1987563236","https://openalex.org/W1994930170","https://openalex.org/W1998172223","https://openalex.org/W2005878680","https://openalex.org/W2019325587","https://openalex.org/W2032644612","https://openalex.org/W2040981681","https://openalex.org/W2055516293","https://openalex.org/W2059738285","https://openalex.org/W2068284988","https://openalex.org/W2070035162","https://openalex.org/W2082458551"],"related_works":["https://openalex.org/W1979045895","https://openalex.org/W2481242568","https://openalex.org/W2001401234","https://openalex.org/W4415986075","https://openalex.org/W2040981681","https://openalex.org/W2004424196","https://openalex.org/W2074615771","https://openalex.org/W2766193578","https://openalex.org/W756809315","https://openalex.org/W4409999371"],"abstract_inverted_index":{"Impact":[0],"damage":[1,19],"detection":[2],"in":[3,11,41,92,128],"composite":[4,42,75],"structures":[5],"has":[6],"gained":[7],"a":[8,51,74],"considerable":[9],"interest":[10],"many":[12],"engineering":[13],"areas.":[14],"The":[15,45,85,97,115],"capability":[16],"to":[17,104],"detect":[18],"at":[20],"the":[21,59,93,101],"early":[22],"stages":[23],"reduces":[24],"any":[25],"risk":[26],"of":[27,68,111,123],"catastrophic":[28],"failure.":[29],"This":[30],"paper":[31],"compares":[32],"two":[33],"advanced":[34],"signal":[35],"processing":[36],"methods":[37],"for":[38,90,108],"impact":[39,106,125],"location":[40,126],"aircraft":[43,76],"structures.":[44],"first":[46],"method":[47],"is":[48,70],"based":[49],"on":[50,73],"modified":[52],"triangulation":[53,98],"procedure":[54,99],"and":[55],"Genetic":[56],"Algorithms":[57],"whereas":[58],"second":[60],"technique":[61],"applies":[62],"Artificial":[63],"Neural":[64,94],"Networks.":[65],"A":[66],"series":[67],"impacts":[69],"performed":[71],"experimentally":[72],"wing-box":[77],"structure":[78],"instrumented":[79],"with":[80],"low-profile,":[81],"bonded":[82],"piezoceramic":[83],"sensors.":[84],"strain":[86,112],"data":[87,103],"are":[88,121],"used":[89],"learning":[91],"Network":[95],"approach.":[96],"utilises":[100],"same":[102],"establish":[105],"velocities":[107],"various":[109],"angles":[110],"wave":[113],"propagation.":[114],"study":[116],"demonstrates":[117],"that":[118],"both":[119],"approaches":[120],"capable":[122],"good":[124],"estimates":[127],"this":[129],"complex":[130],"structure.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}