• DocumentCode
    184396
  • Title

    Thermal modelling for temperature control in MPSoC´s using Timed Continuous Petri Nets

  • Author

    Desirena-Lopez, G. ; Vazquez, L.R. ; Ramirez-Trevino, A. ; Gomez-Gutierrez, D.

  • Author_Institution
    CINVESTAV Unidad Guadalajara, Zapopan, Mexico
  • fYear
    2014
  • fDate
    8-10 Oct. 2014
  • Firstpage
    2135
  • Lastpage
    2140
  • Abstract
    This paper proposes a thermal modelling methodology for Multiprocessor Systems on a Chip (MPSoC) by using Timed Continuous Petri Nets (TCPN). The derived model includes the heat generation, temperature and power consumption. The proposed methodology is related to finite differences technique where the solution´s precision is given by the number of Petri net places. The main advantages of the proposed methodology are that the model is built incrementally, no further calibration stages are needed to tune the model, the derived model is as precise as finite element or differences methods and based on this model, an approximate algebraic thermal model can be easily derived to efficiently predict the MPSoC temperature. Hence the proposed thermal model can be exploited by a Model Predictive Controller (MPC) in thermal aware schedulers or other kind of schedulers.
  • Keywords
    Petri nets; calibration; finite difference methods; finite element analysis; multiprocessing systems; power aware computing; predictive control; processor scheduling; system-on-chip; temperature control; MPC; MPSoC temperature; TCPN; approximate algebraic thermal model; finite difference technique; finite element methods; heat generation; model predictive controller; multiprocessor systems on a chip; power consumption; temperature control; thermal modelling method; timed continuous Petri nets; Computational modeling; Equations; Heat transfer; Mathematical model; Predictive models; Thermal energy;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Applications (CCA), 2014 IEEE Conference on
  • Conference_Location
    Juan Les Antibes
  • Type

    conf

  • DOI
    10.1109/CCA.2014.6981618
  • Filename
    6981618