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Localized model to segmentally estimate miles per gallon (MPG) for equipment engines

Luo, J L; Luo, Haojing; Li, A M; Wang, H H


In this paper, we built a localized regression model to estimate the miles per gallon (MPG) characteristic for equipment engines based on a serious physical features of this engine. First, we statistically viewed these parameters to build up a basic understanding of the data we collected. Then, with the belief that engines with similar characteristics will perform similarly, we proposed a novel localized model with a novel optimal function based EM algorithm and a novel self-adjusted optimal...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
Source: Applied Mechanics and Materials
DOI: 10.4028/


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