Optimization-enabled electromagnetic transient simulation

被引:67
作者
Gole, AM [1 ]
Filizadeh, S
Menzies, RW
Wilson, PL
机构
[1] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB R3T 5V6, Canada
[2] Manitoba HVDC Res Ctr, Winnipeg, MB R3J 3W1, Canada
关键词
dc-dc converter; optimal pulse-width modulation (PWM); optimization; transient simulation; voltage-sourced converter;
D O I
10.1109/TPWRD.2004.835385
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 [电气工程]; 0809 [电子科学与技术];
摘要
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.
引用
收藏
页码:512 / 518
页数:7
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