A learning method for automated disassembly

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Details

Original languageEnglish
Title of host publicationPrecision Assembly in the Digital Age
Subtitle of host publication8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers
EditorsSvetan Ratchev
PublisherSpringer
Pages63-71
Number of pages9
Edition1.
ISBN (electronic)978-3-030-05931-6
ISBN (print)978-3-030-05930-9
Publication statusPublished - 31 Dec 2018
Event8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018 - Chamonix, France
Duration: 14 Jan 201816 Jan 2018

Publication series

NameIFIP Advances in Information and Communication Technology (IFIPAICT)
Volume530
ISSN (Print)1868-4238
ISSN (electronic)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.

Keywords

    Automation, Disassembly, Planning, Turbine blades

ASJC Scopus subject areas

Cite this

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. ed. / Svetan Ratchev. 1. ed. Springer, 2018. p. 63-71 (IFIP Advances in Information and Communication Technology (IFIPAICT); Vol. 530).

Research output: Chapter in book/report/conference proceedingConference contributionResearchpeer review

Wolff, J, Kolditz, T & Raatz, A 2018, A learning method for automated disassembly. in S Ratchev (ed.), Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers. 1. edn, IFIP Advances in Information and Communication Technology (IFIPAICT), vol. 530, Springer, pp. 63-71, 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Chamonix, France, 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 (Ed.), Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers (1. ed., pp. 63-71). (IFIP Advances in Information and Communication Technology (IFIPAICT); Vol. 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, editor, Precision Assembly in the Digital Age: 8th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2018, Revised Selected Papers. 1. ed. Springer. 2018. p. 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. editor / Svetan Ratchev. 1. ed. Springer, 2018. pp. 63-71 (IFIP Advances in Information and Communication Technology (IFIPAICT)).
Download
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