Title :
Stochastic Analysis of Switching Power Converters via Deterministic SPICE Equivalents
Author :
Manfredi, Paolo ; Stievano, Igor Simone ; Canavero, Flavio G.
Author_Institution :
Dept. of Electron. & Telecommun., Politec. di Torino, Turin, Italy
Abstract :
This letter addresses the stochastic analysis of nonlinear switching power converters via an augmented circuit equivalent and a single deterministic SPICE simulation. The proposed approach is based on the expansion of the constitutive relations of the circuit elements in terms of orthonormal polynomials within the well-established framework of polynomial chaos. The feasibility and strength of the method are demonstrated on a dc-dc boost converter described by either detailed nonlinear components or via its averaged linear circuit. Excellent modeling accuracy as well as remarkable speed-ups compared to traditional sampling-based approaches are achieved.
Keywords :
DC-DC power convertors; SPICE; chaos; equivalent circuits; polynomials; stochastic processes; switching convertors; DC-DC boost converter; augmented equivalent circuit; averaged linear circuit; deterministic SPICE equivalent circuit; nonlinear components; nonlinear switching power converters; orthonormal polynomials; polynomial chaos; sampling-based approaches; single deterministic SPICE simulation; stochastic analysis; Computational modeling; Integrated circuit modeling; Mathematical model; Polynomials; SPICE; Stochastic processes; Switching circuits; Circuit simulation; SPICE; polynomial chaos; stochastic circuits; switched mode power supply;
Journal_Title :
Power Electronics, IEEE Transactions on
DOI :
10.1109/TPEL.2014.2301561