A signal pre-processing algorithm designed for the needs of hardware implementation of neural classifiers used in condition monitoring

Dąbrowski, D.; Hashemiyan, Zahra; Adamczyk, J.

doi:10.1016/j.measurement.2015.06.004

Cited by 6 publications

(1 citation statement)

References 18 publications

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“…They proposed four load-sharing structures to study the load-sharing performance. Dabrowski et al 16 designed a signal pre-processing algorithm to monitor the condition of planetary gears working in nonstationary operation. The method can be performed in real-time conditions and its implementation does not require many resources of field programmable gate arrays.…”

Section: Introductionmentioning

confidence: 99%

Analysis of transmission error and load distribution of a hoist two-stage planetary gear system

Zhang

Yang

2018

Proceedings of the Institution of Mechanical Engineers, Part K:

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The research described in this study is aimed at exploring the transmission characteristics of a two-stage planetary-gear transmission system. Firstly, a novel rigid-flexible coupled dynamic model was established with the consideration of gear clearance, time-varying meshing stiffness, and the deformation of the bearing and shaft. Secondly, based on the novel dynamic model, different profile modification parameters are carried out to optimize the transmission error, load distributions, and harmonic quantity of the transmission system. The analysis results show that dynamic characteristics can be improved by optimizing the multi-stage planetary gear profile. The study provides a valuable reference for the design of multi-stage planetary-gear transmission systems of hoist industry.

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Section: Introductionmentioning

confidence: 99%