Identification of Shearer Cutting Patterns Using Vibration Signals Based on a Least Squares Support Vector Machine with an Improved Fruit Fly Optimization Algorithm

Shearers play an important role in fully mechanized coal mining face and accurately identifying their cutting pattern is very helpful for improving the automation level of shearers and ensuring the safety of coal mining. The least squares support vector machine (LSSVM) has been proven to offer stron...

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Detalles Bibliográficos
Autores principales: Si, Lei, Wang, Zhongbin, Liu, Xinhua, Tan, Chao, Liu, Ze, Xu, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4732123/
https://www.ncbi.nlm.nih.gov/pubmed/26771615
http://dx.doi.org/10.3390/s16010090

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4732123/
https://www.ncbi.nlm.nih.gov/pubmed/26771615
http://dx.doi.org/10.3390/s16010090

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