{"id":"https://openalex.org/W2103695117","doi":"https://doi.org/10.1007/978-3-322-84823-9_21","title":"Signalinterpretation mit Neuronalen Netzen unter Nutzung von modellbasiertem Nebenwissen am Beispiel der Verschlei\u00df\u00fcberwachung von Werkzeugen in CNC-Drehmaschinen","display_name":"Signalinterpretation mit Neuronalen Netzen unter Nutzung von modellbasiertem Nebenwissen am Beispiel der Verschlei\u00df\u00fcberwachung von Werkzeugen in CNC-Drehmaschinen","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W2103695117","doi":"https://doi.org/10.1007/978-3-322-84823-9_21","mag":"2103695117"},"language":"de","primary_location":{"id":"doi:10.1007/978-3-322-84823-9_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-322-84823-9_21","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ausgezeichnete Informatikdissertationen 1999","raw_type":"book-chapter"},"type":"book-chapter","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/A5065340030","display_name":"Bernhard Sick","orcid":"https://orcid.org/0000-0001-9467-656X"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Bernhard Sick","raw_affiliation_strings":["Fakult\u00e4t f\u00fcr Mathematik und Informatik Lehrstuhl f\u00fcr Rechnerstrukturen, Universit\u00e4t Passau, Deutschland"],"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t f\u00fcr Mathematik und Informatik Lehrstuhl f\u00fcr Rechnerstrukturen, Universit\u00e4t Passau, Deutschland","institution_ids":["https://openalex.org/I186354981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065340030"],"corresponding_institution_ids":["https://openalex.org/I186354981"],"apc_list":null,"apc_paid":null,"fwci":5.8239,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95668165,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9998000264167786,"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9993000030517578,"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/T11138","display_name":"Tribology and Lubrication Engineering","score":0.9939000010490417,"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/gynecology","display_name":"Gynecology","score":0.7330466508865356},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.43768924474716187},{"id":"https://openalex.org/keywords/humanities","display_name":"Humanities","score":0.4278404712677002},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3860882520675659},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17018777132034302}],"concepts":[{"id":"https://openalex.org/C29456083","wikidata":"https://www.wikidata.org/wiki/Q1221899","display_name":"Gynecology","level":1,"score":0.7330466508865356},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.43768924474716187},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.4278404712677002},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3860882520675659},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17018777132034302}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-322-84823-9_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-322-84823-9_21","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ausgezeichnete Informatikdissertationen 1999","raw_type":"book-chapter"},{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-008949523","is_oa":false,"landing_page_url":"http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008949523&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1972825963","https://openalex.org/W2074888069","https://openalex.org/W2103695117","https://openalex.org/W2117671523","https://openalex.org/W2132107362","https://openalex.org/W4233121445","https://openalex.org/W4242457830","https://openalex.org/W4249038761"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W93312527","https://openalex.org/W2603296253","https://openalex.org/W1589203209","https://openalex.org/W2557454913","https://openalex.org/W828925460","https://openalex.org/W11365241","https://openalex.org/W1013667899","https://openalex.org/W2559405764","https://openalex.org/W157591366"],"abstract_inverted_index":{"Die":[0,56,123],"zunehmende":[1],"Komplexit\u00e4t":[2],"industrieller":[3],"Fertigungsprozesse":[4],"erfordert":[5],"den":[6,49,157],"Einsatz":[7],"geeigneter":[8],"Proze\u00df\u00fcberwachungssysteme":[9],"zur":[10,66],"Gew\u00e4hrleistung":[11],"der":[12,43,74,81,83,87,92,116,147,159],"Proze\u00dfsicherheit.":[13],"Eine":[14],"bereits":[15],"seit":[16],"langem,":[17],"aber":[18],"mit":[19,30,96],"bisher":[20],"unbefriedigenden":[21],"Ergebnissen":[22],"untersuchte":[23],"Aufgabenstellung":[24],"ist":[25],"die":[26,108],"Werkzeugverschlei\u00df\u00fcberwachung":[27],"f\u00fcr":[28],"Zerspanprozesse":[29],"geometrisch":[31],"bestimmten":[32],"Schneiden,":[33],"wie":[34],"z.B.":[35],"Drehen,":[36],"Bohren":[37],"oder":[38,120,149],"Fr\u00e4sen.":[39],"Insbesondere":[40],"das":[41],"Problem":[42],"Verwendung":[44],"von":[45,68],"vorhandenem":[46],"Nebenwissen":[47,72],"\u00fcber":[48],"Proze\u00dfzustand":[50],"wurde":[51],"bis":[52],"jetzt":[53],"nicht":[54],"gel\u00f6st.":[55],"diesem":[57],"Beitrag":[58],"zugrunde":[59],"liegende":[60],"Dissertation":[61,160],"stellt":[62],"verschiedene":[63],"neuartige":[64],"Methoden":[65,111],"Nutzung":[67],"proze\u00dfspezifischem":[69],"und":[70,91,134],"zeitlichem":[71],"bei":[73,80,115],"Vorverarbeitung":[75],"gemessener":[76],"Signale":[77,85],"(z.B.":[78],"Kr\u00e4fte),":[79],"Analyse":[82],"vorverarbeiteten":[84],"(d.h.":[86],"Extraktion":[88],"verschlei\u00dfsensitiver":[89],"Signaleigenschaften)":[90],"Interpretation":[93],"dieser":[94,110],"Signaleigenschaften":[95],"Hilfe":[97],"Neuronaler":[98],"Netze":[99],"vor.":[100],"Anhand":[101],"des":[102],"Zerspanprozesses":[103],"\u201eDrehen\u201c":[104],"wird":[105],"nachgewiesen,":[106],"da\u00df":[107],"Anwendung":[109],"zu":[112],"signifikanten":[113],"Verbesserungen":[114],"kontinuierlichen":[117],"Verschlei\u00dfbestimmung":[118],"(Sch\u00e4tzung":[119],"Klassifikation)":[121],"f\u00fchrt.":[122],"Verfahren":[124,148],"k\u00f6nnen":[125],"leicht":[126],"hinsichtlich":[127],"ihrer":[128],"Relevanz":[129],"bez\u00fcglich":[130],"anderer":[131],"Aufgabenstellungen":[132],"bewertet":[133],"gegebenenfalls":[135],"entsprechend":[136],"parametrisiert":[137],"bzw.":[138,163],"modifiziert":[139],"eingesetzt":[140],"werden.":[141],"Der":[142],"an":[143,150],"einer":[144],"detaillierteren":[145],"Beschreibung":[146],"weiterf\u00fchrenden":[151],"Literaturhinweisen":[152],"interessierte":[153],"Leser":[154],"sei":[155],"auf":[156],"Gesamttext":[158],"(siehe":[161,166],"[Sic00])":[162],"andere":[164],"Publikationen":[165],"http://lrs.uni-passau.de/\u223csick/)":[167],"verwiesen.":[168]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}