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International Journal of Green Energy Volume 18, 2021 - Issue 9
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Research Article

Electric vehicle energy consumption prediction using stacked generalization: an ensemble learning approach

Irfan Ullaha School of Transportation and Logistics, Dalian University of Technology, DalianChinaORCID Iconhttps://orcid.org/0000-0001-9254-6665
ORCID Icon,
Kai Liua School of Transportation and Logistics, Dalian University of Technology, DalianChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-3361-4741
ORCID Icon,
Toshiyuki Yamamotob Institute of Materials and Systems for Sustainability, Nagoya University, Nagoya, Japan
,
Muhammad Zahidc College of Metropolitan Transportation, Beijing University of Technology, BeijingChina
&
Arshad Jamald Department of Civil and Environmental Engineering, King Fahd University of Petroleum & Minerals, Dhahran, Saudi Arabia
Pages 896-909 | Received 03 Nov 2020, Accepted 20 Jan 2021, Published online: 26 Feb 2021

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Irfan Ullah, Kai Liu, Toshiyuki Yamamoto, Md Shafiullah & Arshad Jamal. (2023) Grey wolf optimizer-based machine learning algorithm to predict electric vehicle charging duration time. Transportation Letters 15:8, pages 889-906.
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Tintu Beena Devaraj & Charu Navaneeth Raveendran Kottoor. (2023) Intelligent energy management strategy for hybrid electric vehicles using reinforcement learning. Australian Journal of Electrical and Electronics Engineering 0:0, pages 1-10.
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Zhang Yikun, Lin Woon Leong, Phan The Cong, Ayman Abu-Rumman, Ata Al Shraah & Sanil S Hishan. (2023) Green growth, governance, and green technology innovation. How effective towards SDGs in G7 countries?. Economic Research-Ekonomska Istraživanja 36:2.
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Zehan Kesilmiş. (2022) A manhattan metric based perturb and observe maximum power point tracking algorithm for photovoltaic systems. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 44:1, pages 469-492.
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Irfan Ullah, Jianfeng Zheng, Arshad Jamal, Muhammad Zahid, Meshal Almoshageh & Muhammad Safdar. Electric vehicles charging infrastructure planning: a review. International Journal of Green Energy 0:0, pages 1-19.
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