GNSS-Based Estimation of Average Instantaneous Power Consumption in Electric Vehicles

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dc.contributor.authorBustos, Javier A. Torres
dc.contributor.authorOrchard, Marcos E.
dc.contributor.authorTorres-Torriti, Miguel
dc.contributor.authorCheein, Fernando Auat
dc.date.accessioned2025-01-20T20:14:14Z
dc.date.available2025-01-20T20:14:14Z
dc.date.issued2023
dc.description.abstractSeveral countries are currently leading the challenge of replacing internal combustion engines (ICE) in vehicles by electrically powered ones, mainly motivated by the goal of reducing the dependence on oil and the carbon footprint. However, the autonomy of electric vehicles (EVs) remains significantly lower than their ICE counterpart: it depends on the amount of energy stored and its rate of utilization, characterized by the instantaneous power consumption (IPC). Although IPC can be measured from on-board voltage and current sensors, in route planning applications it is of paramount importance to generate prior estimates from other sources of information, such as the mass of the vehicle, its velocity, acceleration, aerodynamic, and rolling resistances (among other vehicle and terrain parameters). In this work, we propose the estimation of average IPC for a given path, using only localization information provided by a global navigation satellite system antenna, at different levels of errors. Our work is experimentally validated with an EV on the road, achieving on average a 99.7% of power estimation accuracy for a localization error of +/- 1.5 m-as best case-and 73.6% accuracy for +/- 8.6 m of localization error-as worst case. These results encourages us to use only position data to estimate average IPC of EVs, avoiding the need of placing extra sensors into the vehicles.
dc.fuente.origenWOS
dc.identifier.doi10.1109/TIE.2022.3206748
dc.identifier.eissn1557-9948
dc.identifier.issn0278-0046
dc.identifier.urihttps://doi.org/10.1109/TIE.2022.3206748
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/92182
dc.identifier.wosidWOS:000975959600062
dc.issue.numero9
dc.language.isoen
dc.pagina.final9290
dc.pagina.inicio9281
dc.revistaIeee transactions on industrial electronics
dc.rightsacceso restringido
dc.subjectElectric vehicles (EVs)
dc.subjectinstantaneous
dc.subjectpower consumption (IPC)
dc.subjectpower estimation
dc.subject.ods07 Affordable and Clean Energy
dc.subject.ods11 Sustainable Cities and Communities
dc.subject.ods13 Climate Action
dc.subject.odspa07 Energía asequible y no contaminante
dc.subject.odspa11 Ciudades y comunidades sostenibles
dc.subject.odspa13 Acción por el clima
dc.titleGNSS-Based Estimation of Average Instantaneous Power Consumption in Electric Vehicles
dc.typeartículo
dc.volumen70
sipa.indexWOS
sipa.trazabilidadWOS;2025-01-12
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