Detail výsledku

Non-Linear Model Predictive Control of Cabin Temperature and Air Quality in Fully Electric Vehicles

GLOS, J.; OTAVA, L.; VÁCLAVEK, P. Non-Linear Model Predictive Control of Cabin Temperature and Air Quality in Fully Electric Vehicles. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2021, vol. 70, no. 2, p. 1216-1229. ISSN: 0018-9545.
Typ
článek v časopise
Jazyk
anglicky
Autoři
Glos Jan, Ing., Ph.D., RG-2-02 (CEITEC VUT)
Otava Lukáš, Ing., Ph.D., RG-2-02 (CEITEC VUT), UAMT (FEKT)
Václavek Pavel, prof. Ing., Ph.D., RG-2-02 (CEITEC VUT), UAMT (FEKT)
Abstrakt

This article describes an application of Non-linear Model Predictive Control algorithms on energy efficient control of fully electric vehicle cabin temperature and air quality. Since fully electric vehicles can not utilize waste heat from a powertrain (or there is not enough waste heat) as ICE vehicles do, it is necessary to employ advanced control approaches (especially for cabin heating) due to the possible mileage lost by using energy from the batteries for cabin conditioning. The basic idea behind this is to avoid the heat losses caused by excessive air exchange and to ensure a satisfactory air quality in combination with a user defined temperature. The Non-linear Model Predictive control algorithms were successfully implemented into an Infineon AURIX Tricore microcontroller and tested within a Processor in the Loop simulation.

Klíčová slova

Heating systems; Resistance heating; Waste heat; Atmospheric modeling; Air quality; Heat pumps; Temperature control; Air quality control; battery electric vehicle; extended kalman filter; fully electric vehicle; non-linear model predictive control; temperature control; vehicle cabin model

URL
Rok
2021
Strany
1216–1229
Časopis
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, roč. 70, č. 2, ISSN 0018-9545
Vydavatel
IEEE
Místo
PISCATAWAY
DOI
10.1109/TVT.2021.3054170
UT WoS
000628913700012
EID Scopus
2-s2.0-85100458300
BibTeX 
@article{BUT168057,
  author="Jan {Glos} and Lukáš {Otava} and Pavel {Václavek}",
  title="Non-Linear Model Predictive Control of Cabin Temperature and Air Quality in Fully Electric Vehicles",
  journal="IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY",
  year="2021",
  volume="70",
  number="2",
  pages="1216--1229",
  doi="10.1109/TVT.2021.3054170",
  issn="0018-9545",
  url="https://ieeexplore.ieee.org/document/9335535"
}
Soubory
Pracoviště
Kybernetika pro materiálové vědy (RG-2-02)
Ústav automatizace a měřicí techniky (UAMT)
Nahoru