{"id":"https://openalex.org/W4382021908","doi":"https://doi.org/10.5162/smsi2023/d7.3","title":"D7.3 - Evaluation of the bi Wave Method for Ultrasound Preload Determination in the Field with Machine Learning","display_name":"D7.3 - Evaluation of the bi Wave Method for Ultrasound Preload Determination in the Field with Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382021908","doi":"https://doi.org/10.5162/smsi2023/d7.3"},"language":"en","primary_location":{"id":"doi:10.5162/smsi2023/d7.3","doi":"https://doi.org/10.5162/smsi2023/d7.3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5162/smsi2023/d7.3","pdf_url":"https://www.ama-science.org/proceedings/getFile/AQDmAN==","source":{"id":"https://openalex.org/S4210222700","display_name":"Lectures","issn_l":"2116-5289","issn":["2116-5289"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","vabb-shw"],"host_organization":"https://openalex.org/P4310321159","host_organization_name":"OpenEdition Journals","host_organization_lineage":["https://openalex.org/P4310321159"],"host_organization_lineage_names":["OpenEdition Journals"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lectures","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.ama-science.org/proceedings/getFile/AQDmAN==","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030594504","display_name":"Simon Herter","orcid":"https://orcid.org/0009-0009-8270-3861","observed_orcids":["https://orcid.org/0009-0009-8270-3861"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Herter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002850480","display_name":"Michael Mathias Becker","orcid":"https://orcid.org/0000-0003-4246-6354","observed_orcids":["https://orcid.org/0000-0003-4246-6354"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Becker","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5036590381","display_name":"Sarah C. L. Fischer","orcid":"https://orcid.org/0000-0003-1569-276X","observed_orcids":["https://orcid.org/0000-0003-1569-276X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Fischer","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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9125999808311462,"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":0.9125999808311462,"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/T12581","display_name":"Engineering Structural Analysis Methods","score":0.029999999329447746,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.021800000220537186,"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/bolt-preload","display_name":"bolt preload","score":0.7839999794960022},{"id":"https://openalex.org/keywords/time-of-flight-measurement","display_name":"time-of-flight measurement","score":0.7260000109672546},{"id":"https://openalex.org/keywords/signal-distortion","display_name":"signal distortion","score":0.7739999890327454},{"id":"https://openalex.org/keywords/mode-conversion","display_name":"mode conversion","score":0.722000002861023},{"id":"https://openalex.org/keywords/signal-scattering","display_name":"signal scattering","score":0.5830000042915344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.8510000109672546}],"concepts":[{"id":"https://openalex.org/C48277249","wikidata":"https://www.wikidata.org/wiki/Q1406926","display_name":"Preload","level":3,"score":0.6503926515579224},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5860449075698853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5083464980125427},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.47170448303222656},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.33288517594337463},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2362576723098755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11898148059844971},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10564723610877991},{"id":"https://openalex.org/C178853913","wikidata":"https://www.wikidata.org/wiki/Q1642137","display_name":"Hemodynamics","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5162/smsi2023/d7.3","doi":"https://doi.org/10.5162/smsi2023/d7.3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5162/smsi2023/d7.3","pdf_url":"https://www.ama-science.org/proceedings/getFile/AQDmAN==","source":{"id":"https://openalex.org/S4210222700","display_name":"Lectures","issn_l":"2116-5289","issn":["2116-5289"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","vabb-shw"],"host_organization":"https://openalex.org/P4310321159","host_organization_name":"OpenEdition Journals","host_organization_lineage":["https://openalex.org/P4310321159"],"host_organization_lineage_names":["OpenEdition Journals"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lectures","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/448881","doi":null,"is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/448881","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.5162/smsi2023/d7.3","doi":"https://doi.org/10.5162/smsi2023/d7.3","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5162/smsi2023/d7.3","pdf_url":"https://www.ama-science.org/proceedings/getFile/AQDmAN==","source":{"id":"https://openalex.org/S4210222700","display_name":"Lectures","issn_l":"2116-5289","issn":["2116-5289"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","vabb-shw"],"host_organization":"https://openalex.org/P4310321159","host_organization_name":"OpenEdition Journals","host_organization_lineage":["https://openalex.org/P4310321159"],"host_organization_lineage_names":["OpenEdition Journals"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lectures","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382021908.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6888910570","https://openalex.org/W7081995553","https://openalex.org/W7171649086","https://openalex.org/W7155160554","https://openalex.org/W2439889050","https://openalex.org/W2416611348","https://openalex.org/W6888998375","https://openalex.org/W7221727714","https://openalex.org/W2564638467","https://openalex.org/W7108887203"],"abstract_inverted_index":{"Preload":[0],"determination":[1],"in":[2],"bolts":[3],"via":[4],"ultrasound":[5],"measurements":[6,27],"is":[7],"still":[8],"a":[9,74],"challenging":[10],"task.":[11],"Effects":[12],"like":[13],"scattering,":[14],"interference":[15],"and":[16,28,41],"mode":[17],"conversion":[18],"produce":[19],"signal":[20],"distortion,":[21],"which":[22],"can":[23],"cause":[24],"invalid":[25,39],"timeof-flight":[26],"yield":[29],"unreliable":[30],"preload":[31],"determination.":[32],"There":[33],"are":[34],"different":[35],"methods":[36,67],"to":[37,68],"detect":[38],"signals":[40],"eliminate":[42],"them":[43],"from":[44],"the":[45,63],"data":[46,58,71],"analysis.":[47],"However":[48],"they":[49],"have":[50],"mostly":[51],"been":[52],"applied":[53],"on":[54,73],"controlled":[55],"laboratory":[56],"scale":[57],"sets.":[59],"This":[60],"paper":[61],"evaluates":[62],"extension":[64],"of":[65],"these":[66],"more":[69],"complex":[70],"collected":[72],"wind":[75],"turbine":[76],"shaft.":[77]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2023-06-27T00:00:00"}