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International Journal of Green Energy Volume 17, 2020 - Issue 8
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Review Article

Energy consumption estimation model for dual-motor electric vehicles based on multiple linear regression

Xinyou Lina College of Mechanical Engineering & Automation, Fuzhou University, Fuzhou, China;b Key Laboratory of Advanced Manufacture Technology for Automobile Parts (Chongqing University of Technology), Ministry of Education, Chongqing, ChinaCorrespondence[email protected]
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,
Guangji Zhanga College of Mechanical Engineering & Automation, Fuzhou University, Fuzhou, ChinaView further author information
,
Shenshen Weia College of Mechanical Engineering & Automation, Fuzhou University, Fuzhou, ChinaView further author information
&
Yanli Yinc School of Mechatronics & Vehicle Engineering, Chongqing Jiaotong University, Chongqing, ChinaView further author information
Pages 488-500 | Received 05 Oct 2019, Accepted 25 Apr 2020, Published online: 13 May 2020

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Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, Muhammad Zahid & Arshad Jamal. (2021) Electric vehicle energy consumption prediction using stacked generalization: an ensemble learning approach. International Journal of Green Energy 18:9, pages 896-909.
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Derong Xie, Xinwei Li & Huiming Duan. (2023) A novel nonlinear grey multivariate prediction model based on energy structure and its application to energy consumption. Chaos, Solitons & Fractals 173, pages 113767.
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Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, Rabia Emhamed Al Mamlook & Arshad Jamal. (2021) A comparative performance of machine learning algorithm to predict electric vehicles energy consumption: A path towards sustainability. Energy & Environment 33:8, pages 1583-1612.
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Shuxing Chen & Lingfeng Zheng. (2022) Complementary ensemble empirical mode decomposition and independent recurrent neural network model for predicting air quality index. Applied Soft Computing 131, pages 109757.
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Majid Rostami-Shahrbabaki, Fabian Fehn, Gysele Lima Ricci & Klaus Bogenberger. (2021) Effects of Different Shares of Electric Vehicles in Cities on Global CO2 Emissions: A Microsimulation-Based Analysis. Effects of Different Shares of Electric Vehicles in Cities on Global CO2 Emissions: A Microsimulation-Based Analysis.
Sugam Pokharel, Pradip Sah & Deepak Ganta. (2021) Improved Prediction of Total Energy Consumption and Feature Analysis in Electric Vehicles Using Machine Learning and Shapley Additive Explanations Method. World Electric Vehicle Journal 12:3, pages 94.
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SN Syed Nasir, JJ Jamian, R Ayop & MW Mustafa. (2021) Enhancing power loss by optimal coordinated extensive CS operation during off-peak load at the distribution system. E3S Web of Conferences 231, pages 01003.
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shuxing chen & lingfeng zheng. (2022) Complementary Ensemble Empirical Mode Decomposition and Independent Recurrent Neural Network Model for Predicting Air Quality Index. SSRN Electronic Journal.
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