An improved CS-LSSVM algorithm-based fault pattern recognition of ship power equipments
نویسندگان
چکیده
منابع مشابه
An improved CS-LSSVM algorithm-based fault pattern recognition of ship power equipments
A ship power equipments' fault monitoring signal usually provides few samples and the data's feature is non-linear in practical situation. This paper adopts the method of the least squares support vector machine (LSSVM) to deal with the problem of fault pattern identification in the case of small sample data. Meanwhile, in order to avoid involving a local extremum and poor convergence precision...
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ژورنال
عنوان ژورنال: PLOS ONE
سال: 2017
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0171246