• DocumentCode
    739703
  • Title

    Modeling and Design Optimization of an Autonomous Multisource System Under a Permanent Power-Supply Constraint

  • Author

    Layadi, Toufik Madani ; Champenois, Gerard ; Mostefai, Mohammed

  • Author_Institution
    Dept. of Electromech., Bordj Bou Arreridj Univ., Bordj Bou Arreridj, Algeria
  • Volume
    6
  • Issue
    3
  • fYear
    2015
  • fDate
    7/1/2015 12:00:00 AM
  • Firstpage
    872
  • Lastpage
    880
  • Abstract
    In this paper, we aim to optimize the sizing of an autonomous multisource system in order to minimize the cost of the installation and to improve the dynamic behavior of the whole system. The multisource system comprises a solar generator, a wind generator (WG), a diesel generator (DG), and a lead-acid battery bank. The modeling of such a system is done by using the power model to describe the behavior of each subsystem. The cost of the multisource system is estimated by implementing the embodied energy (EE) concept. A dynamic simulator (DS) has been developed. Due to the complexity of the multisource system in terms of input variables and meteorological data, the simulation becomes difficult, requiring high-performance computing and moreover, the determination of the optimal configuration is not assured. Therefore, we propose to simplify the model by introducing the design of experiment (DOE) approach. The obtained model has been validated and used to perform a single-objective optimization. This model allows us to ensure the simulation of the multisource system efficiently and faster. An optimal configuration has been determined.
  • Keywords
    design of experiments; distributed power generation; optimisation; power supplies to apparatus; autonomous multisource system; design of experiment; diesel generator; dynamic simulator; embodied energy concept; lead-acid battery bank; permanent power-supply constraint; solar generator; wind generator; Batteries; Computational modeling; Generators; Input variables; Mathematical model; Optimization; System-on-chip; Design of experiments (DOEs); dynamic simulator (DS); embodied energy (EE); modeling; multisource systems; single-objective optimization;
  • fLanguage
    English
  • Journal_Title
    Sustainable Energy, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3029
  • Type

    jour

  • DOI
    10.1109/TSTE.2015.2408622
  • Filename
    7089275