Gas Emission Rate Prediction in Fully-Mechanized Excavated Faces Based on Support Vector Machine

2009 ◽  
Author(s):  
Wang Changlong ◽  
Fu Weihua
Keyword(s):  
Support Vector Machine ◽  
Emission Rate ◽  
Support Vector ◽  
Gas Emission ◽  
Rate Prediction

scholarly journals Study on Gas Emission Rate Prediction Based on Chaos Analysis

2011 ◽  
Vol 24 ◽  
pp. 106-110 ◽  
Author(s):  
Liu Yang ◽  
Shi Qingjun ◽  
Li Jing ◽  
Ma Huibin ◽  
Liu Desheng
Keyword(s):  
Emission Rate ◽  
Gas Emission ◽  
Chaos Analysis ◽  
Rate Prediction

Research on SVM Line Loss Rate Prediction Based on Heuristic Algorithm

2013 ◽  
Vol 291-294 ◽  
pp. 2164-2168 ◽  
Author(s):  
Li Tian ◽  
Qiang Qiang Wang ◽  
An Zhao Cao
Keyword(s):  
Support Vector Machine ◽  
Heuristic Algorithm ◽  
Support Vector Machine Model ◽  
Loss Rate ◽  
Heuristic Algorithms ◽  
Support Vector ◽  
Machine Model ◽  
Rate Prediction ◽  
Line Loss

With the characteristic of line loss volatility, a research of line loss rate prediction was imperatively carried out. Considering the optimization ability of heuristic algorithm and the regression ability of support vector machine, a heuristic algorithm-support vector machine model is constructed. Case study shows that, compared with other heuristic algorithms’, the search efficiency and speed of genetic algorithm are good, and the prediction model is with high accuracy.

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