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RISSparse Identification of Nonlinear Dynamics-Based Feature Extraction for Data Driven Model Predictive Control of a Buck Boost Switch Mode Power Supply
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper presents two methods of creating model predictive control (MPC) strategies for efficient real-time control algorithms for power electronics. Two novel methods of performing nonlinear modeling are presented in ...
Daily Engine Performance Trending Using Common Flight Regime Identification
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Accurate flight regime identification is critical for enhancing aircraft efficiency and safety. Traditionally, predictive models for aircraft operation have relied on complex, black-box machine learning techniques that ...