Title :
Optimization-enabled electromagnetic transient simulation
Author :
Gole, A.M. ; Filizadeh, S. ; Menzies, R.W. ; Wilson, P.L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnipeg, Man., Canada
Abstract :
Electromagnetic transient simulation programs (EMTP-type programs) are powerful tools for the study of a wide range of power system transient problems. This paper introduces a novel tool in which an emtp-type program becomes the objective function evaluator for a nonlinear optimization algorithm. In this approach, the nonlinear optimization program is given control to perform several consecutive runs with a view to minimize (or maximize) the desired objective function, which is computed from the results of each simulation run. Since the optimization algorithm strategically selects the parameters for the emtp run, the overall design process is orders of magnitude faster than that possible from sequential or random (Monte-Carlo-type) multiple-runs of the EMTP-type program. The paper discusses the mechanics of the interface as well as design of objective functions. The power of the proposed method is demonstrated through two examples for the design of power-electronic converters.
Keywords :
EMTP; Monte Carlo methods; nonlinear programming; power convertors; transient analysis; transients; EMTP; electromagnetic transient simulation programs; nonlinear optimization algorithm; power electronic converters; power system transient problem; Design optimization; EMTP; Electromagnetic transients; Power system simulation; Power system transients; Process design; Pulse width modulation; Pulse width modulation converters; Student members; Transient analysis; dc-dc converter; optimal pulse-width modulation (PWM); optimization; transient simulation; voltage-sourced converter;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2004.835385