A comparison of steady state methods for power electronic circuits
Duwang Li, R. Tymerski
Abstract
Duwang Li, R. Tymerski
Abstract
This paper presents a comparison of the following steady state methods for power electronics: Newton's method with analytically determined Jacobian, Newton's method with numerically determined Jacobian, Newton's method with Broyden updates of an initial numerically determined Jacobian, Newton's method with a globally convergent strategy (and numerical Jacobian), Bukowski's method and Skelboe's method. Each algorithm is incorporated into a very accurate power electronics' simulator (PECS) at source-code level and compared on a common basis. The results on several switching converters suggest the analytical Newton's method to be the most accurate and fastest. When analytical derivatives are not available, both Broyden's and Skelboe's methods are competitive.
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This paper presents a comparison of the following steady state methods for power electronics: Newton's method with analytically determined Jacobian, Newton's method with numerically determined Jacobian, Newton's method with Broyden updates of an initial numerically determined Jacobian, Newton's method with a globally convergent strategy (and numerical Jacobian), Bukowski's method and Skelboe's method. Each algorithm is incorporated into a very accurate power electronics' simulator (PECS) at source-code level and compared on a common basis. The results on several switching converters suggest the analytical Newton's method to be the most accurate and fastest. When analytical derivatives are not available, both Broyden's and Skelboe's methods are competitive.
Key concepts: Jacobian matrix and determinant, Newton's method, Quasi-Newton method, Converters, Power electronics, Power (physics), Electronic circuit, Steady state (chemistry)