Browsing NTNU Open by Author "Wang, Yongxing"
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Ensemble machine learning based driving range estimation for real‐world electric city buses by considering battery degradation levels
Wang, Yongxing; Lu, Chaoru; Bi, Jun; Sai, Qiuyue; Zhang, Yongzhi (Peer reviewed; Journal article, 2021)Battery electric buses (BEBs) have been regarded as effective options to address the congestion and pollution problems in the field of urban transportation. However, since the limited driving range of BEBs brings challenges ... -
Integrated optimization of charger deployment and fleet scheduling for battery electric buses
Wang, Yongxing; Liao, Feixiong; Lu, Chaoru (Peer reviewed; Journal article, 2022)Battery electric buses (BEBs) are considered effective options for sustainable mobility. Their operational efficiency is significantly influenced by the deployment of charging infrastructure and the scheduling of the bus ... -
Lifecycle Cost Optimization for Electric bus Systems with Different Charging Methods: Collaborative Planning of Infrastructure Procurement and Fleet Scheduling
Wang, Yongxing; Lu, Chaoru; Bi, Jun; Sai, Qiuyue; Qu, Xiaobo (Peer reviewed; Journal article, 2022)Battery electric buses (BEBs) have been regarded as effective options for sustainable mobility while their promotion is highly affected by the total cost associated with their entire life cycle from the perspective of urban ... -
Optimal charging strategy for intercity travels of battery electric vehicles
Wang, Yongxing; Bi, Jun; Guan, Wei; Lu, Chaoru; Xie, Dongfan (Peer reviewed; Journal article, 2021)Limited driving range, long charging time and high charging costs affect the use of battery electric vehicles (BEVs) for intercity travels and often compel drivers to charge their vehicles more than once. This study proposes ... -
Pick-Up Time Analysis and Prediction for Carsharing Users Based on Decision Tree
Sai, Qiuyue; Bi, Jun; Wang, Yongxing; Zhi, Ru; Lu, Chaoru (Peer reviewed; Journal article, 2022)The development of carsharing can reduce the number of private cars, which can save resources. Due to the limited supply of vehicles and diversified demands of users, it is necessary to plan the temporal and spatial ... -
Route Guidance Strategies for Electric Vehicles by Considering Stochastic Charging Demands in a Time-Varying Road Network
Wang, Yongxing; Bi, Jun; Lu, Chaoru; Ding, Cong (Peer reviewed; Journal article, 2020)Electric vehicles (EVs) are being increasingly adopted because of global concerns about petroleum dependence and greenhouse gas emissions. However, their limited driving range results in increased charging demands with a ...