TY - GEN
T1 - Bus-to-route and route-to-bus approaches in hybrid electric buses fleet for battery lifetime extension
AU - Lopez-Ibarra, Jon Ander
AU - Milo, Aitor
AU - Gaztanaga, Haizea
AU - Herrera, Victor Isaac
AU - Camblong, Haritza
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/5
Y1 - 2019/5
N2 - The aim of this paper is to propose a methodology for managing the battery lifetime of a whole fleet with the aim to improve the total cost of ownership of hybrid electric buses. This approach has been addressed from two points of view the bus-to-route and route-to-bus approaches. The bus-to-route optimization is focused on the energy management strategy generation of each bus of the fleet. A techno-economic, route energetic evaluation and battery aging analysis of the fleet have been performed. From the outcome of this analysis, the buses have been grouped, according the state of health of each bus. Based on the analysis and classification, the route-to-bus approach is applied. This technique lies on both, a re-evaluation of the energy management system and/or the re-organization of the buses according to the state of health of each bus. Increases of BT lifetimes up to 10.7% are obtained with the proposed approach.
AB - The aim of this paper is to propose a methodology for managing the battery lifetime of a whole fleet with the aim to improve the total cost of ownership of hybrid electric buses. This approach has been addressed from two points of view the bus-to-route and route-to-bus approaches. The bus-to-route optimization is focused on the energy management strategy generation of each bus of the fleet. A techno-economic, route energetic evaluation and battery aging analysis of the fleet have been performed. From the outcome of this analysis, the buses have been grouped, according the state of health of each bus. Based on the analysis and classification, the route-to-bus approach is applied. This technique lies on both, a re-evaluation of the energy management system and/or the re-organization of the buses according to the state of health of each bus. Increases of BT lifetimes up to 10.7% are obtained with the proposed approach.
KW - Battery state of health
KW - Dynamic programming
KW - Fleet energy management
KW - Hybrid electric bus
UR - http://www.scopus.com/inward/record.url?scp=85072345411&partnerID=8YFLogxK
U2 - 10.1109/EVER.2019.8813543
DO - 10.1109/EVER.2019.8813543
M3 - Contribución a la conferencia
AN - SCOPUS:85072345411
T3 - 2019 14th International Conference on Ecological Vehicles and Renewable Energies, EVER 2019
BT - 2019 14th International Conference on Ecological Vehicles and Renewable Energies, EVER 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 14th International Conference on Ecological Vehicles and Renewable Energies, EVER 2019
Y2 - 8 May 2019 through 10 May 2019
ER -