• DocumentCode
    1776659
  • Title

    An algorithm to optimize speed profiles of the metro vehicles for minimizing energy consumption

  • Author

    Calderaro, Vito ; Galdi, Vincenzo ; Graber, Giuseppe ; Piccolo, Antonio ; Cogliano, Dario

  • Author_Institution
    Dipt. di Ing. Ind., Univ. of Salerno, Fisciano, Italy
  • fYear
    2014
  • fDate
    18-20 June 2014
  • Firstpage
    813
  • Lastpage
    819
  • Abstract
    The calculation of optimal driving speed profiles for metro vehicles that improve energy saving and, thus, reduce costs, are investigated. The optimization problem is solved in two different steps: in the first one, a Dynamic Programming Optimization (DPO) algorithm (including slopes and curves effects) is used to find a set of pseudo-optimal speed cycles; the objective is to minimize the electrical energy used for traction subject to constraints such as travel time, trip distance, acceleration limits, etc. In the second optimization step, the speed profiles set are evaluated in a simulation tool implemented to estimate the power flow among vehicles through the metro network. A test campaign monitoring the saved energy and main electric variables have been implemented and the presented results showing the effectiveness of the performance of the proposed optimization algorithm.
  • Keywords
    cost reduction; dynamic programming; electric vehicles; energy conservation; load flow; minimisation; power consumption; traction; DPO algorithm; cost reduction; dynamic programming optimization; electric variables; energy consumption minimization; energy saving improvement; metro vehicle; optimal driving speed profile optimization; power flow estimation; traction; Acceleration; Energy consumption; Mathematical model; Optimization; Resistance; Substations; Vehicles; Dynamic Programming; Eco-drive; Energy Consumption; Metro Network; Optimization; Railway Engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), 2014 International Symposium on
  • Conference_Location
    Ischia
  • Type

    conf

  • DOI
    10.1109/SPEEDAM.2014.6872030
  • Filename
    6872030