Electric Vehicles Driving Range and Energy Consumption Investigation: A Comparative Study of Machine Learning Techniques
作者： Abdollah Amirkhani , Arman Haghanifar , Mohammad R. Mosavi
DOI: 10.1109/ICSPIS48872.2019.9066042
关键词:
摘要: … learn, we reasonably estimated the driving range of the EVs. After the trip distance prediction… score of 91.417% by applying the deep multilayer perceptron model. According to the Table …
sci-hub.st 参考文章(21)
Bradley W. Lane, Jerome Dumortier, Sanya Carley, Saba Siddiki, Kyle Clark-Sutton, John D. Graham, All plug-in electric vehicles are not the same: Predictors of preference for a plug-in hybrid versus a battery-electric vehicle Transportation Research Part D-transport and Environment. ,vol. 65, pp. 1- 13 ,(2018) , 10.1016/J.TRD.2018.07.019
Jimenez Felipe, Juan Carlos Amarillo, Jose Eugenio Naranjo, Francisco Serradilla, Alberto Diaz, Energy Consumption Estimation in Electric Vehicles Considering Driving Style international conference on intelligent transportation systems. pp. 101- 106 ,(2015) , 10.1109/ITSC.2015.25
Stewart A. Birrell, Andrew McGordon, Paul A. Jennings, Defining the accuracy of real-world range estimations of an electric vehicle international conference on intelligent transportation systems. pp. 2590- 2595 ,(2014) , 10.1109/ITSC.2014.6958105
Hong Huo, Zhiliang Yao, Kebin He, Xin Yu, Fuel consumption rates of passenger cars in China: Labels versus real-world Energy Policy. ,vol. 39, pp. 7130- 7135 ,(2011) , 10.1016/J.ENPOL.2011.08.031
Xinkai Wu, David Freese, Alfredo Cabrera, William A. Kitch, Electric vehicles’ energy consumption measurement and estimation Transportation Research Part D-transport and Environment. ,vol. 34, pp. 52- 67 ,(2015) , 10.1016/J.TRD.2014.10.007
Yoshinori Kondo, Hideki Kato, Ryosuke Ando, Tsutomu Suzuki, Yoshihiko Karakama, To what extent can speed management alleviate the range anxiety of EV 2013 World Electric Vehicle Symposium and Exhibition (EVS27). pp. 1- 8 ,(2013) , 10.1109/EVS.2013.6914838
Hongwen He, Chao Sun, Xiaowei Zhang, A Method for Identification of Driving Patterns in Hybrid Electric Vehicles Based on a LVQ Neural Network Energies. ,vol. 5, pp. 3363- 3380 ,(2012) , 10.3390/EN5093363
Mike Duke, Deborah Andrews, Timothy Anderson, The feasibility of long range battery electric cars in New Zealand Energy Policy. ,vol. 37, pp. 3455- 3462 ,(2009) , 10.1016/J.ENPOL.2008.10.047
John G. Hayes, R. Pedro R. de Oliveira, Sean Vaughan, Michael G. Egan, Simplified electric vehicle power train models and range estimation vehicle power and propulsion conference. pp. 1- 5 ,(2011) , 10.1109/VPPC.2011.6043163
Joonki Hong, Sangjun Park, Naehyuck Chang, Accurate remaining range estimation for Electric vehicles asia and south pacific design automation conference. pp. 781- 786 ,(2016) , 10.1109/ASPDAC.2016.7428106