{"title":"Mechatronik","description":"","products":[{"product_id":"978-3-69030-099-5","title":"978-3-69030-099-5","description":"\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cstrong\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std ExtraBold',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eZustandsüberwachung mechatronischer Antriebssysteme mittels maschineller Lernverfahren\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eAutor*in: Moritz Johannes Fehsenfeld\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eISBN: 978-3-69030-099-5\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eDissertation, Leibniz Universität Hannover, 2025\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eHerausgeber*in der Reihe: Tobias Ortmaier\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eBand-Nr.: IMES 02\/2025\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eUmfang: 175 Seiten, 55 Abbildungen\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: 115%;\"\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Rotis SansSerif Std',sans-serif; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: DE;\"\u003eSchlagworte: Fehlererkennung und -diagnose, maschinelles Lernen, Zeitreihenklassifikation und -regression, Domänenadaption, Anregungsoptimierung\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"mso-margin-bottom-alt: auto; text-align: justify; line-height: 115%;\"\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eKurzfassung: Industrielle Abläufe werden zunehmend komplexer, sodass Ausfälle einzelner Komponenten zum Stillstand oder zur Zerstörung der Anlage führen können. Eine Fehlerdiagnose ist somit von herausragendem Interesse. Diese Arbeit beschäftigt sich daher mit der Entwicklung einer lernbasierten Zustandsüberwachung für mechatronische Antriebssysteme basierend auf der Seriensensorik des antreibenden Servomotors. Für eine erfolgreiche Umsetzung sind gelabelte Daten aller Schäden erforderlich, die im industriellen Kontext allerdings oft stark limitiert sind. Damit trotz Einschränkungen eine zuverlässige Überwachung möglich ist, sollen die verfügbaren Daten möglichst effizient genutzt werden. Dafür untersucht diese Arbeit verschiedene Gestaltungsmöglichkeiten wie geeignete Testbewegungen, effiziente Lernalgorithmen sowie ein Wissenstransfer zwischen ähnlichen Anwendungen durch Domänenadaption. Die erarbeiteten Methoden werden an Zahnriemenantrieben mit einer experimentellen Datensatzbasis validiert.\u003c\/span\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Arial; color: black;\"\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"mso-margin-bottom-alt: auto; text-align: justify; line-height: 115%;\"\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003e \u003c\/span\u003e\u003c\/p\u003e","brand":"TEWISS Verlag","offers":[{"title":"Default Title","offer_id":51161098453320,"sku":"978-3-69030-099-5","price":40.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0815\/3448\/4808\/files\/978-3-69030-099-5.png?v=1755174883"},{"product_id":"978-3-95900-440-4","title":"978-3-95900-440-4","description":"\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cstrong\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std ExtraBold',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eModeling and Control for a Class of Tendon-Driven Continuum Mechanism\u003c\/span\u003e\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eAutor*in: Bastian Deutschmann\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eISBN: 978-3-95900-440-4\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eDissertation, Leibniz Universität Hannover, 2020\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eHerausgeber*in der Reihe: Jessica Burgner-Kahrs\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eBand-Nr.: LKR 01\/2020\u003c\/span\u003e\u003c\/p\u003e\n\u003cp style=\"margin-top: 0cm; line-height: 115%;\"\u003e\u003cspan style=\"font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eUmfang: 225 Seiten, 75 Abbildungen\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"line-height: 115%;\"\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Rotis SansSerif Std',sans-serif; mso-fareast-font-family: 'Times New Roman'; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin; mso-fareast-language: DE;\"\u003eSchlagworte: Continuum Mechanisms, Underactuated Systems, Soft Material Robotic Systems\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"mso-margin-bottom-alt: auto; text-align: justify; line-height: 115%;\"\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eKurzfassung: This thesis contributes to the emerging field of soft material robots and treats modeling, state estimation and control for a special class of continuum mechanisms.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp class=\"MsoNormal\" style=\"mso-margin-bottom-alt: auto; text-align: justify; line-height: 115%;\"\u003e\u003cspan style=\"font-size: 12.0pt; line-height: 115%; font-family: 'Rotis SansSerif Std',sans-serif; mso-bidi-font-family: Calibri; mso-bidi-theme-font: minor-latin;\"\u003eThe overall outcome of is a novel treatment of a continuum in robotics research. At first a description of the overall system as a tendon-driven multi-body system modeled by a nonlinear rigid-body dynamics is proposed. In combination with the introduced real-time pose and velocity estimation, nonlinear model-based control in real-time is possible. Furthermore, the structural properties of the model allow employing modern control methods for underactuated mechanical systems which are adapted to provide set point control for the upper platform. The developed methods in modeling, state estimation and control presented in this work are experimentally validated on a humanoid robot. Due to their promising results, this thesis lays the foundation for the use of tendon-driven continuum mechanisms as generic joint modules for modular robotic systems which may mark the beginning of a new generation of light-weight robots.\u003c\/span\u003e\u003c\/p\u003e","brand":"TEWISS Verlag","offers":[{"title":"Default Title","offer_id":51303761969480,"sku":"978-3-95900-440-4","price":38.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0815\/3448\/4808\/files\/978-3-95900-440-4.jpg?v=1756979509"}],"url":"https:\/\/www.tewiss-verlag.de\/collections\/mechatronik-1.oembed","provider":"TEWISS Verlag","version":"1.0","type":"link"}