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Forecasting of railway track tamping based on settlement of sleepers using fuzzy logic

Abstract

The sleepers in a railway track transfer vertical, transverse and longitudinal loads to the track ballast and subgrade. The sleepers allow for keeping the distance between the rails constant. The thickness of ballast should be between 16 and 35 cm depending on the design standard of the track, and it should be densified where the ballast supports the sleeper. The exploitation causes contamination of the ballast, crushing the material under cyclic dynamic loads, which results in the settlement of sleepers. Consequently, the thickness of ballast is not sufficient and the effects such as longitudinal unevenness of rails and track twist appear. Those effects have negative impact on the comfort and travel safety, in the extreme cases leading to the derailment. The parameters like ballast thickness, degree of its contamination, its density and sleepers’ settlement are difficult to measure so that they can be considered as ‘fuzzy’. Therefore, the fuzzy sets and transfer functions are used to determine those parameters. The cause and effect relationships and their impact on the reliability of the system will be analyzed in the fuzzy sets’ domain. Special attention will be paid to use this concept in forecasting the track tamping to enhance the interaction of the track surface with the soil ground and to increase safety.

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Category:
Articles
Type:
artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:
ACTA SCIENTIARUM POLONORUM. SERIA: ARCHITECTURA pages 135 - 142,
ISSN: 1644-0633
Language:
English
Publication year:
2018
Bibliographic description:
Mieloszyk E., Grulkowski S., Milewska A.: Forecasting of railway track tamping based on settlement of sleepers using fuzzy logic// ACTA SCIENTIARUM POLONORUM. SERIA: ARCHITECTURA. -., nr. 17(2) (2018), s.135-142
DOI:
Digital Object Identifier (open in new tab) 10.22630/aspa.2018.17.2.22
Verified by:
Gdańsk University of Technology

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