{"id":"https://openalex.org/W4401847521","doi":"https://doi.org/10.1515/auto-2024-5066","title":"Datenbasierter Entwurf von Einbettungsbeobachtern unter Nutzung von Automatischem Differenzieren","display_name":"Datenbasierter Entwurf von Einbettungsbeobachtern unter Nutzung von Automatischem Differenzieren","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4401847521","doi":"https://doi.org/10.1515/auto-2024-5066"},"language":"de","primary_location":{"id":"doi:10.1515/auto-2024-5066","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2024-5066","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-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/A5082834125","display_name":"Julius Fiedler","orcid":"https://orcid.org/0009-0009-0163-9600"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julius Fiedler","raw_affiliation_strings":["Fakult\u00e4t Elektrotechnik und Informationstechnik , Institut f\u00fcr Regelungs- und Steuerungstheorie, Technische Universit\u00e4t Dresden , 01062 Dresden , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t Elektrotechnik und Informationstechnik , Institut f\u00fcr Regelungs- und Steuerungstheorie, Technische Universit\u00e4t Dresden , 01062 Dresden , Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007652627","display_name":"Daniel Gerbet","orcid":"https://orcid.org/0000-0002-8527-8727"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Gerbet","raw_affiliation_strings":["Fakult\u00e4t Elektrotechnik und Informationstechnik , Institut f\u00fcr Regelungs- und Steuerungstheorie, Technische Universit\u00e4t Dresden , 01062 Dresden , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t Elektrotechnik und Informationstechnik , Institut f\u00fcr Regelungs- und Steuerungstheorie, Technische Universit\u00e4t Dresden , 01062 Dresden , Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054405093","display_name":"Klaus R\u00f6benack","orcid":"https://orcid.org/0000-0002-3347-0864"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus R\u00f6benack","raw_affiliation_strings":["Fakult\u00e4t Elektrotechnik und Informationstechnik , Institut f\u00fcr Regelungs- und Steuerungstheorie, Technische Universit\u00e4t Dresden , 01062 Dresden , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fakult\u00e4t Elektrotechnik und Informationstechnik , Institut f\u00fcr Regelungs- und Steuerungstheorie, Technische Universit\u00e4t Dresden , 01062 Dresden , Germany","institution_ids":["https://openalex.org/I78650965"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78650965"],"apc_list":null,"apc_paid":null,"fwci":0.5972,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.7319186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"72","issue":"8","first_page":"745","last_page":"756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/humanities","display_name":"Humanities","score":0.6229004859924316},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.4557274878025055},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1284862458705902}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.6229004859924316},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4557274878025055},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1284862458705902}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1515/auto-2024-5066","is_oa":false,"landing_page_url":"https://doi.org/10.1515/auto-2024-5066","pdf_url":null,"source":{"id":"https://openalex.org/S4210170077","display_name":"at - Automatisierungstechnik","issn_l":"0178-2312","issn":["0178-2312","2196-677X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319967","host_organization_name":"R. Oldenbourg Verlag","host_organization_lineage":["https://openalex.org/P4310319967"],"host_organization_lineage_names":["R. Oldenbourg Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"at - Automatisierungstechnik","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1975670275","https://openalex.org/W1989224980","https://openalex.org/W1996193936","https://openalex.org/W2001378571","https://openalex.org/W2021956888","https://openalex.org/W2032331851","https://openalex.org/W2040298299","https://openalex.org/W2083402998","https://openalex.org/W2093352963","https://openalex.org/W2099142904","https://openalex.org/W2111369274","https://openalex.org/W2113556584","https://openalex.org/W2115852080","https://openalex.org/W2126022731","https://openalex.org/W2140998418","https://openalex.org/W2142176061","https://openalex.org/W2164121221","https://openalex.org/W2164961556","https://openalex.org/W2165416574","https://openalex.org/W2186283789","https://openalex.org/W2478429860","https://openalex.org/W2523246573","https://openalex.org/W2527206720","https://openalex.org/W2734478585","https://openalex.org/W2974922583","https://openalex.org/W2982388944","https://openalex.org/W3098399192","https://openalex.org/W3201494019","https://openalex.org/W4240790602","https://openalex.org/W4318823496","https://openalex.org/W4377971505","https://openalex.org/W4385658337","https://openalex.org/W4387914176","https://openalex.org/W4388563490","https://openalex.org/W4392808392","https://openalex.org/W6980865347"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036","https://openalex.org/W2271181815"],"abstract_inverted_index":{"Zusammenfassung":[0],"High-Gain-Beobachter":[1],"werden":[2],"h\u00e4ufig":[3],"verwendet,":[4],"um":[5,70,86],"den":[6],"aktuellen":[7],"internen":[8],"Zustand":[9],"nichtlinearer":[10],"Systeme":[11],"zu":[12,79,96],"sch\u00e4tzen.":[13],"Der":[14],"Ansatz":[15],"beruht":[16],"auf":[17,25,39],"der":[18,26,88,90],"Transformation":[19],"in":[20,30,37],"die":[21,46,71,75],"Beobachtbarkeitsnormalform":[22],"und":[23,41,48,66],"mitunter":[24],"Einbettung":[27,91],"des":[28,77],"Systems":[29],"einen":[31,83],"h\u00f6herdimensionalen":[32],"Raum.":[33],"Obwohl":[34],"dies":[35],"Vorteile":[36],"Bezug":[38],"Existenzbedingungen":[40],"Konvergenz":[42],"bieten":[43],"kann,":[44],"sind":[45],"rechnerischen":[47],"implementierungsbezogenen":[49],"Aufgaben":[50],"oft":[51],"abschreckend.":[52],"In":[53],"diesem":[54],"Beitrag":[55],"gehen":[56],"wir":[57,63],"einige":[58,87],"dieser":[59],"Herausforderungen":[60],"an,":[61],"indem":[62],"neuronale":[64],"Netze":[65],"automatisches":[67],"Differenzieren":[68],"verwenden,":[69],"erforderlichen":[72],"Funktionen":[73],"f\u00fcr":[74],"Implementierung":[76],"Beobachters":[78],"approximieren.":[80],"Dies":[81],"bietet":[82],"pragmatischen":[84],"Ansatz,":[85],"mit":[89],"von":[92],"Beobachtern":[93],"verbundenen":[94],"Probleme":[95],"umgehen.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}