02498nam0 22005533i 450 VAN024915520230530094713.916N978303028669920220805d2020 |0itac50 baengCH|||| |||||Forecasting and Assessing Risk of Individual Electricity PeaksMaria Jacob, Cláudia Neves, Danica Vukadinović GreethamChamSpringer2020xii, 97 p.ill.24 cm001VAN01237532001 SpringerBriefs in Mathematics of Planet Earth. Weather, Climate, Oceans210 Cham [etc.]SpringerVAN0249160Forecasting and Assessing Risk of Individual Electricity Peaks290250386A25Geo-electricity and geomagnetism [MSC 2020]VANC022117MF86-XXGeophysics [MSC 2020]VANC023269MFBlock maxima methods in statistics of extremesKW:KElectricity forecastingKW:KEnd-point estimationKW:KError measuresKW:KExtreme value theoryKW:KForecasting individual electricity peaksKW:KHeteroscedasticityKW:KIndividual electricity peaksKW:KLong Short Term Memory (LSTM)KW:KMulti-layer Perceptron (MLP)KW:KPermutation mergeKW:KPermutation-based algorithmsKW:KPermutation-based errorsKW:KRisk of individual electricity peaksKW:KSARIMA modelsKW:KScedasisKW:KShort-term load forecastKW:KCHChamVANL001889JacobMariaVANV203819985113GreethamDanica VukadinovićVANV2038211252019NevesCláudiaVANV2038201252020Springer <editore>VANV108073650ITSOL20240614RICAhttp://doi.org/10.1007/978-3-030-28669-9E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN0249155BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4657 08eMF4657 20220805 Forecasting and Assessing Risk of Individual Electricity Peaks2902503UNICAMPANIA