• DocumentCode
    3600632
  • Title

    Load Modeling For Power System Requirement and Capability Assessment

  • Author

    Orji, Uzoma ; Sievenpiper, Bartholomew ; Gerhard, Katherine ; Leeb, Steven B. ; Doerry, Norbert ; Kirtley, James L. ; McCoy, Timothy

  • Author_Institution
    Electr. Eng. & Comput. Sci. Dept., Massachusetts Inst. of Technol., Cambridge, MA, USA
  • Volume
    30
  • Issue
    3
  • fYear
    2015
  • fDate
    5/1/2015 12:00:00 AM
  • Firstpage
    1415
  • Lastpage
    1423
  • Abstract
    Load modeling is essential for designing and operating power systems. This paper presents an approach for load modeling on smaller power systems that could be “islanded,” an approach that preserves the detail of a full differential equation simulation of relevant loads while requiring far less computation by employing behavioral models of important loads. Mixed domain models, e.g., stochastic, finite-state machine, and differential equation models, are employed to provide accuracy in a computationally tractable framework. Where simple load models may not be adequate, particularly for generation-constrained systems (in a paper by Sotiropoulos et al.), and full models are computationally unfavorable, this approach provides excellent results that enable “what-if” studies and flexible re-evaluation during power system design and operational assessment. Naval vessels, particularly warships with relatively large and increasing load power requirements, offer a unique laboratory for understanding isolated power grids. This paper examines the DDG-51 power distribution system as an example.
  • Keywords
    differential equations; distribution networks; finite state machines; stochastic processes; DDG-51 power distribution system; capability assessment; differential equation model; finite-state machine model; full differential equation simulation; generation-constrained system; isolated power grids; load modeling; mixed domain model; operational assessment; power system design; power system requirement; stochastic model; Computational modeling; Load modeling; Marine vehicles; Mathematical model; Object oriented modeling; Power systems; Stochastic processes; Microgrids; power system dynamics; power systems analysis and computing; power systems planning; simulation;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2014.2348531
  • Filename
    6884866