Model predictive control of hybrid fuel cell/battery/supercapacitor power sources

A. Amin, B.R. Trilaksono, A. Sasongko, A.S. Rohman, C.J. Dronkers, R. Ortega

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    4 Citations (Scopus)

    Abstract

    The use of fuel cell as future energy for vehicle application is very promising due to its environmentally friendly, efficient, and flexible properties. When applied to the vehicle, one drawback of fuel cells is that it is unable to supply sudden load changes since the dynamics of fuel cells is slow. However, this could be compensated by adding energy storage systems (batteries and/or supercapacitor). To supply the load, fuel cell and energy storage system will be controlled by a DC-DC converter. The constancy of DC output voltage (DC bus) in hybrid vehicle is very important even with large and rapid load changes. In addition, the increase in electrical current in fuel cells and batteries must be limited to extend their lifetime. In this study a control system was designed and implemented to regulate fuel cell as a primary energy source as well as batteries and supercapacitor as energy storage systems in order to obtain a constant DC output voltage and to limit current slope of fuel cell and batteries. There were three DC-DC converters deployed to regulate the output voltage of the three energy sources namely the boost converter, used to adjust the voltage/current output of the fuel cell, and two bidirectional converters, used to adjust the voltage/current output of energy storage systems (batteries and supercapacitor). To determine the reference current of each converter Model Predictive Control (MPC) was employed, and hysteresis control was functioned to track the reference current. MPC and hysteresis control were implemented on a dSPACE DS1104 Controller Board. For the experiment, small energy sources were operated, which were 50 W 10 A fuel cell, 6 V 4.5 Ah battery, and 7.5 V 120 F supercapacitor. Simulation and experiment results showed that the MPC can be designed to limit the current slope in fuel cells and batteries and to keep the bus voltage within the reference value.
    Original languageEnglish
    Title of host publicationProceedings of the 2012 International Conference on System Engineering and Technology, ICSET 2012
    Place of PublicationBandung
    PublisherIEEE
    Pages1-6
    ISBN (Print)978-1-4673-2375-8
    DOIs
    Publication statusPublished - 11 Sep 2012
    Event2012 International Conference on System Engineering and Technology, ICSET 2012 - Bandung Institute of Technology, Bandung
    Duration: 11 Sep 201212 Sep 2012

    Publication series

    Name
    PublisherIEEE

    Conference

    Conference2012 International Conference on System Engineering and Technology, ICSET 2012
    Abbreviated titleICSET
    CityBandung
    Period11/09/1212/09/12

    Fingerprint

    Model predictive control
    Fuel cells
    Energy storage
    Electric potential
    DC-DC converters
    Supercapacitor
    Hysteresis
    Hybrid vehicles

    Keywords

    • METIS-311004
    • IR-96553

    Cite this

    Amin, A., Trilaksono, B. R., Sasongko, A., Rohman, A. S., Dronkers, C. J., & Ortega, R. (2012). Model predictive control of hybrid fuel cell/battery/supercapacitor power sources. In Proceedings of the 2012 International Conference on System Engineering and Technology, ICSET 2012 (pp. 1-6). Bandung: IEEE. https://doi.org/10.1109/ICSEngT.2012.6339314
    Amin, A. ; Trilaksono, B.R. ; Sasongko, A. ; Rohman, A.S. ; Dronkers, C.J. ; Ortega, R. / Model predictive control of hybrid fuel cell/battery/supercapacitor power sources. Proceedings of the 2012 International Conference on System Engineering and Technology, ICSET 2012. Bandung : IEEE, 2012. pp. 1-6
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    Amin, A, Trilaksono, BR, Sasongko, A, Rohman, AS, Dronkers, CJ & Ortega, R 2012, Model predictive control of hybrid fuel cell/battery/supercapacitor power sources. in Proceedings of the 2012 International Conference on System Engineering and Technology, ICSET 2012. IEEE, Bandung, pp. 1-6, 2012 International Conference on System Engineering and Technology, ICSET 2012, Bandung, 11/09/12. https://doi.org/10.1109/ICSEngT.2012.6339314

    Model predictive control of hybrid fuel cell/battery/supercapacitor power sources. / Amin, A.; Trilaksono, B.R.; Sasongko, A.; Rohman, A.S.; Dronkers, C.J.; Ortega, R.

    Proceedings of the 2012 International Conference on System Engineering and Technology, ICSET 2012. Bandung : IEEE, 2012. p. 1-6.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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    AU - Dronkers, C.J.

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    Amin A, Trilaksono BR, Sasongko A, Rohman AS, Dronkers CJ, Ortega R. Model predictive control of hybrid fuel cell/battery/supercapacitor power sources. In Proceedings of the 2012 International Conference on System Engineering and Technology, ICSET 2012. Bandung: IEEE. 2012. p. 1-6 https://doi.org/10.1109/ICSEngT.2012.6339314