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Photovoltaic power forecasting based on secondary decomposition strategy and hybrid model. [PDF]
Sci RepXue S, Li L.
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Fault Detection and Isolation of MEMS IMU Array Based on WOA-MVMD-GLT. [PDF]
Micromachines (Basel)Li H, Sun F, Tian J, He X, Zhu T.
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Scalable optical vortex arrays enabled by the decomposition of Laguerre-Gaussian beams into three Hermite-Gaussian modes and multibeam interference. [PDF]
Light Sci ApplNakata Y +3 more
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Dynamic mode decomposition with memory
Physical Review E, 2023This study proposed a numerical method of dynamic mode decomposition with memory (DMDm) to analyze multidimensional time-series data with memory effects. The memory effect is a widely observed phenomenon in physics and engineering and is considered to be the result of interactions between the system and environment.
Ryoji, Anzaki +4 more
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Wavelet‐based dynamic mode decomposition
PAMM, 2021AbstractDynamic mode decomposition (DMD) has emerged as a leading data‐driven technique to identify the spatio‐temporal coherent structure in dynamical systems, owing to its strong relation with the Koopman operator. For dynamical systems with external forcing, the identified model should not only be suitable for a specific forcing function but should ...
Manu Krishnan +2 more
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Symbolic extended dynamic mode decomposition
Chaos: An Interdisciplinary Journal of Nonlinear ScienceIn this paper, we present a new method of performing extended dynamic mode decomposition (EDMD) on systems, which admit a symbolic representation. EDMD generates estimates of the Koopman operator, K, for a dynamical system by defining a dictionary of observables on the space and producing an estimate, Km, which is restricted to be invariant on the span
Connor Kennedy +2 more
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