Model and algorithm of optimal embedded sensors placement for gearboxes based on signed directed graph of vibration propagation
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Model and algorithm of optimal embedded sensors placement for gearboxes based on signed directed graph of vibration propagation
Vol. 24, Issue 10, (2009)
作者机构:
国防科学技术大学机电工程与自动化学院,长沙,410073
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Published:2009
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CHEN Zhong-sheng, YANG Yong-min, LI Cong, et al. Model and algorithm of optimal embedded sensors placement for gearboxes based on signed directed graph of vibration propagation[J]. 2009, 24(10).
DOI:
CHEN Zhong-sheng, YANG Yong-min, LI Cong, et al. Model and algorithm of optimal embedded sensors placement for gearboxes based on signed directed graph of vibration propagation[J]. 2009, 24(10).DOI:
Model and algorithm of optimal embedded sensors placement for gearboxes based on signed directed graph of vibration propagation
Owing to the fact that sampling ways and propagation paths of vibration signals under embedded ways are much different from those of traditional methods
the fault vibration propagation characteristics in a gearbox under the condition of embedded sensing were studied based on finite element simulations.Then
an optimal placement model was built based on signed directed graph(SDG) of faults vibration propagation in a gearbox
and a solution algorithm was proposed based on particle swarm optimization(PSO).Finally
an example was presented and simulation results demonstrate that the proposed methods are feasible
providing an effective way to embed sensors into a gearbox.