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Kolditz, T.; Ince, C.-V.; Raatz, A.: Investigation on the Convergence of the Genetic Algorithm of an Aerodynamic Feeding System Due to the Enlargement of the Solution Space. In: Ratchev, S. (Ed.): Smart technologies for precision assembly : 9th IFIP WG 5.5 International Precision Assembly Seminar, IPAS 2020, virtual event, December 14-15, 2020 : revised selected papers. Berlin ; Heidelberg : Springer, 2021 (IFIP advances in information and communication technology : IFIP AICT), S. 63-77. DOI: https://doi.org/10.1007/978-3-030-72632-4_5
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Sum total of downloads: 19
| Abstract: | |
To meet the demands for flexible assembly technology, an aerodynamic feeding system has been developed. The system autonomously finds the optimal configuration of four parameters – two angles of inclination, nozzle pressure and component speed – using a genetic algorithm, which has been presented in earlier work. To increase the flexibility of the feeding system, an actuator was implemented, that enables the variation of the nozzle position orthogonally to the moving direction of the components. This paper investigates the effects of the more flexible flow against the components on their behavior when passing the nozzle. Additionally, the nozzle position was implemented into the genetic algorithm as a fifth parameter. Therefore, the impact of the enlargement of the solution space of the genetic algorithm due to the implementation of a fifth parameter is investigated in this paper as well. | |
| License of this version: | CC BY 4.0 Unported |
| Document Type: | BookPart |
| Publishing status: | publishedVersion |
| Issue Date: | 2021 |
| Appears in Collections: | Fakultät für Maschinenbau |
distribution of downloads over the selected time period:
downloads by country:
| pos. | country | downloads | ||
|---|---|---|---|---|
| total | perc. | |||
| 1 |  |
Germany | 11 | 57.89% |
| 2 |  |
United States | 6 | 31.58% |
| 3 |  |
Netherlands | 1 | 5.26% |
| 4 |  |
Spain | 1 | 5.26% |
Further download figures and rankings:
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