2014 · 12 citations · 9 references
EngineeringAutomotive EngineeringDesign OptimizationOptimizationPower ElectronicsConverter TopologiesElectric Motor Drive SystemsLosses In Electric MachinesMulti-objective Design OptimizationMulti-objective OptimizationPower OptimizationCost Function ModelingDesign MethodologyElectromagnetic Torque Ripple ReductionLoss AnalysisLoss MinimizationPower Loss ModelingTorque RippleVariable Frequency Control
This article presents the result of an VSI-losses minimization technique based on multi-objective convex optimization for a salient-pole PMSM with a two-level VSI for an automotive application. The optimization, using the switching frequency as control variable, is based on a multi-objective cost function defined by the combination of VSI-losses and electromagnetic torque peak-peak ripple, analytically expressed using time-domain current predictions. The optimization target is to keep an optimum balance between VSI-losses and electromagnetic torque ripple, using variable switching frequency (VSF). The primary objective with this article is the presented design methodology. Simulations are used to verify functionality as well as influence of different scaling factors. In addition, the NEDC driving cycle is used to further quantify the results for two different cost function setups.
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A real-time algorithm for moving horizon state and parameter estimation
Peter Kühl, Moritz Diehl, Tom Kraus et al. · Computers & Chemical Engineering · 2010 · 274 citations
Xiaolin Mao, Raja Ayyanar, Harish K. Krishnamurthy · IEEE Transactions on Power Electronics · 2009 · 208 citations