Induction motors are the most preferable motors for the locomotives because of their simple but robust structure. The efficiency of the preferred motor is crucial for the limitation of the load pulled by the locomotive and suitability for the geographic conditions. For this reason, determining energy efficiency and operating conditions in induction motors is a very important issue. It is often not possible to experimentally realize the efficiency of induction motors, because this means that the motor is stopped during that time. This is an obstacle to the efficiency of the operator while trying to contribute to energy efficiency in the enterprise.
Therefore, estimation the efficiency of the motor provides a significant contribution to the operation and energy efficiency. Many studies have been made in the literature, which related to this issue. The difference of this study is that efficency estimations of induction motors at 17 different power are realized with artificial neural networks and linear prediction by looking at the values of speed, current and moment in the catalog. And also before the estimation is applied, the statistical relations between efficiency and moment, efficiency and speed, efficiency and current of the motor are also analyzed and presented.
Birincil Dil  en 

Konular  Mühendislik 
Dergi Bölümü  Araştırma Makalesi 
Yazarlar 

Bibtex  @araştırma makalesi { aubtda333118,
journal = {ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering},
issn = {13023160},
eissn = {21460205},
address = {Eskişehir Teknik Üniversitesi},
year = {2018},
volume = {19},
pages = {293  302},
doi = {10.18038/aubtda.333118},
title = {EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES},
key = {cite},
author = {Sertsöz, Mi̇ne and Fidan, Mehmet and Kurban, Mehmet}
} 
APA  Sertsöz, M , Fidan, M , Kurban, M . (2018). EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES. ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering, 19 (2), 293302. DOI: 10.18038/aubtda.333118 
MLA  Sertsöz, M , Fidan, M , Kurban, M . "EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES". ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering 19 (2018): 293302 <http://dergipark.gov.tr/aubtda/issue/33078/333118> 
Chicago  Sertsöz, M , Fidan, M , Kurban, M . "EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES". ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering 19 (2018): 293302 
RIS  TY  JOUR T1  EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES AU  Mi̇ne Sertsöz , Mehmet Fidan , Mehmet Kurban Y1  2018 PY  2018 N1  doi: 10.18038/aubtda.333118 DO  10.18038/aubtda.333118 T2  ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering JF  Journal JO  JOR SP  293 EP  302 VL  19 IS  2 SN  1302316021460205 M3  doi: 10.18038/aubtda.333118 UR  http://dx.doi.org/10.18038/aubtda.333118 Y2  2018 ER  
EndNote  %0 Anadolu Üniversitesi Bilim Ve Teknoloji Dergisi A  Uygulamalı Bilimler ve Mühendislik EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES %A Mi̇ne Sertsöz , Mehmet Fidan , Mehmet Kurban %T EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES %D 2018 %J ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering %P 1302316021460205 %V 19 %N 2 %R doi: 10.18038/aubtda.333118 %U 10.18038/aubtda.333118 
ISNAD  Sertsöz, Mi̇ne , Fidan, Mehmet , Kurban, Mehmet . "EFFICIENCY ESTIMATION OF INDUCTION MOTORS AT DIFFERENT SIZES WITH ARTIFICIAL NEURAL NETWORKS AND LINEAR ESTIMATION USING CATALOG VALUES". ANADOLU UNIVERSITY JOURNAL OF SCIENCE AND TECHNOLOGY A  Applied Sciences and Engineering 19 / 2 (Mart 2018): 293302. http://dx.doi.org/10.18038/aubtda.333118 