000 02502cam a22003257i 4500
001 23438095
005 20250716143024.0
008 231218s2023 ne b 001 0 eng
010 _a 2023301931
020 _a9780323999045
040 _aDLC
_beng
041 _aeng
082 _a621.3192
_bM744
_c2023
245 0 0 _aMonitoring and control of electrical power systems using machine learning techniques /
_cedited by Emilio Barocio Espejo, Felix Rafael Segundo Sevilla, Petr Korba.
260 _aUnited Kingdom:
_bElsevier,
_c2023
300 _axi, 339 pages :
_billustrations (chiefly color) ;
_c23 cm
336 _atext
337 _aunmediated
504 _aIncludes bibliographical references and index.
505 2 _aDerivation of generic equivalent models for distributin network analysis using artificial intelligence techniques / Eleftherios O. Kontis, Theogilos A. Papadopoulos, Maheruddin H. Syed, Grigoris K. Papagiannis -- Distubance dataset development for machine-learning-based power quality monitoring in distributed generation system: a practical guide / Oswaldo Isaac Cortes Robles, Emilio Barocio Espejo, Juan Segundo Ramírez, Julio Cesar Hernández Ramírez -- Advances in compression algorithms for PMU and smart meter data based on tensor decomposition / Betsy Sandoval Guzmán, Emilio Baocio Espejo, Petr Korba, Felix Rafael Segundo Sevilla.
520 _aMonitoring and Control of Electrical Power Systems using Machine Learning Techniques bridges the gap between advanced machine learning techniques and their application in the control and monitoring of electrical power systems, particularly relevant for heavily distributed energy systems and real-time application. The book reviews key applications of deep learning, spatio-temporal, and advanced signal processing methods for monitoring power quality. This reference introduces guiding principles for the monitoring and control of power quality disturbances arising from integration of power electronic devices and discusses monitoring and control of electrical power systems using benchmark test systems for the creation of bespoke advanced data analytic algorithms.
650 1 7 _aENERGIA ELECTRICA
_xCONTROL
_2LEMB
_91352
650 2 7 _aAPRENDIZAJE AUTOMATICO
_2LEMB
_9532
700 1 _aBarocio Espejo, Emilio
_eEditor
_94303
700 1 _aSegundo Sevilla, Felix Rafael,
_eEditor
700 1 _aKorba, Petr,
_eEditor
942 _2ddc
_b2025-07-16
_cL-3
999 _c1121692
_d1121692