An improved segmentation-based HMM learning method for Condition-based Maintenance
نویسندگان
چکیده
منابع مشابه
An improved segmentation-based HMM learning method for Condition-based Maintenance
In the domain of condition-based maintenance (CBM), persistence of machine states is a valid assumption. Based on this assumption, we present an improved Hidden Markov Model (HMM) learning algorithm for the assessment of equipment states. By a good estimation of initial parameters, more accurate learning can be achieved than by regular HMM learning methods which start with randomly chosen initi...
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ژورنال
عنوان ژورنال: Journal of Physics: Conference Series
سال: 2012
ISSN: 1742-6596
DOI: 10.1088/1742-6596/364/1/012100