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Título de Acceso Abierto

Machine Learning and Data Mining Applications in Power Systems

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No disponible.

Palabras clave – provistas por la editorial

virtual power plant (VPP); power quality (PQ); global index; distributed energy resources (DER); energy storage systems (ESS); power systems; long-term assessment; battery energy storage systems (BESS); smart grids; conducted disturbances; power quality; supraharmonics; 2–150 kHz; Power Line Communications (PLC); intentional emission; non-intentional emission; mains signalling; virtual power plant; data mining; clustering; distributed energy resources; energy storage systems; short term conditions; cluster analysis (CA); nonlinear loads; harmonics, cancellation, and attenuation of harmonics; waveform distortion; THDi; low-voltage networks; optimization techniques; different batteries; off-grid microgrid; integrated renewable energy system; cluster analysis; K-means; agglomerative; ANFIS; fuzzy logic; induction generator; MPPT; neural network; renewable energy; variable speed WECS; wind energy conversion system; wind energy; frequency estimation; spectrum interpolation; power network disturbances; COVID-19; time-varying reproduction number; social distancing; load profile; demographic characteristic; household energy consumption; demand-side management; energy management; time series; Hidden Markov Model; short-term forecast; sparse signal decomposition; supervised dictionary learning; dictionary impulsion; singular value decomposition; discrete cosine transform; discrete Haar transform; discrete wavelet transform; transient stability assessment; home energy management; binary-coded genetic algorithms; optimal power scheduling; demand response; Data Injection Attack; machine learning; critical infrastructure; smart grid; water treatment plant; power system; n/a

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Información

Tipo de recurso:

libros

ISBN electrónico

978-3-0365-4178-5

País de edición

Suiza