A learning method for automated disassembly

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OriginalspracheEnglisch
Titel des SammelwerksPrecision Assembly in the Digital Age
Untertitel8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers
Herausgeber/-innenSvetan Ratchev
Herausgeber (Verlag)Springer
Seiten63-71
Seitenumfang9
Auflage1.
ISBN (elektronisch)978-3-030-05931-6
ISBN (Print)978-3-030-05930-9
PublikationsstatusVeröffentlicht - 31 Dez. 2018
Veranstaltung8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018 - Chamonix, Frankreich
Dauer: 14 Jan. 201816 Jan. 2018

Publikationsreihe

NameIFIP Advances in Information and Communication Technology (IFIPAICT)
Band530
ISSN (Print)1868-4238
ISSN (elektronisch)1868-422X

Abstract

While joining tolerances, and therefore forces, are known in the assembly process, the determination of disassembly forces is not possible. This is caused by changes in the product properties during the product operation, which has multiple reasons such as thermal or mechanical stress on the product. Regarding the planning of disassembly tasks, disassembly times and tools cannot be planned properly. They have to be determined in the process or stay undefined, which can result in damaging of the product. This article shows an approach to describe the necessary disassembly forces without having to investigate the complex physical influences caused by the usage of the product. To do so, a Learning Method is developed, which is sustained by a Lookup-Table for the estimation of disassembly forces based on basic input data such as hours of operation and operating characteristics. Missing values will be interpolated by using multiple linear regression. The concept will be illustrated in the example of a turbine blade connection.

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A learning method for automated disassembly. / Wolff, Julius; Kolditz, Torge; Raatz, Annika.
Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers. Hrsg. / Svetan Ratchev. 1. Aufl. Springer, 2018. S. 63-71 (IFIP Advances in Information and Communication Technology (IFIPAICT); Band 530).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Wolff, J, Kolditz, T & Raatz, A 2018, A learning method for automated disassembly. in S Ratchev (Hrsg.), Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers. 1. Aufl., IFIP Advances in Information and Communication Technology (IFIPAICT), Bd. 530, Springer, S. 63-71, 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Chamonix, Frankreich, 14 Jan. 2018. https://doi.org/10.15488/13322, https://doi.org/10.1007/978-3-030-05931-6_6
Wolff, J., Kolditz, T., & Raatz, A. (2018). A learning method for automated disassembly. In S. Ratchev (Hrsg.), Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers (1. Aufl., S. 63-71). (IFIP Advances in Information and Communication Technology (IFIPAICT); Band 530). Springer. https://doi.org/10.15488/13322, https://doi.org/10.1007/978-3-030-05931-6_6
Wolff J, Kolditz T, Raatz A. A learning method for automated disassembly. in Ratchev S, Hrsg., Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers. 1. Aufl. Springer. 2018. S. 63-71. (IFIP Advances in Information and Communication Technology (IFIPAICT)). doi: 10.15488/13322, 10.1007/978-3-030-05931-6_6
Wolff, Julius ; Kolditz, Torge ; Raatz, Annika. / A learning method for automated disassembly. Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers. Hrsg. / Svetan Ratchev. 1. Aufl. Springer, 2018. S. 63-71 (IFIP Advances in Information and Communication Technology (IFIPAICT)).
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