04383nam 2201021z- 450 991055710370332120231214133350.0(CKB)5400000000041010(oapen)https://directory.doabooks.org/handle/20.500.12854/69213(EXLCZ)99540000000004101020202105d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierApplied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart GridsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20201 electronic resource (202 p.)3-03943-334-2 3-03943-335-0 Artificial intelligence techniques, such as expert systems, fuzzy logic, and artificial neural network techniques have become efficient tools in modeling and control applications. For example, there are several benefits in optimizing cost-effectiveness, because fuzzy logic is a methodology for the handling of inexact, imprecise, qualitative, fuzzy, and verbal information systematically and rigorously. A neuro-fuzzy controller generates or tunes the rules or membership functions of a fuzzy controller with an artificial neural network approach. There are new instantaneous power theories that may address several challenges in power quality. So, this book presents different applications of artificial intelligence techniques in advanced high-tech electronics, such as applications in power electronics, motor drives, renewable energy systems and smart grids.History of engineering & technologybicsscdroop curvefrequency regulationfuzzy logicthe rate of change of frequencyreserve powersmart gridenergy Internetconvolutional neural networkdecision optimizationdeep reinforcement learningelectric load forecastingnon-dominated sorting genetic algorithm IImulti-layer perceptronadaptive neuro-fuzzy inference systemmeta-heuristic algorithmsautomatic generation controlfuzzy neural network controlthermostatically controlled loadsback propagation algorithmparticle swarm optimizationload disaggregationartificial intelligencecognitive metersmachine learningstate machineNILMnon-technical lossessemi-supervised learningknowledge embeddeep learningdistribution network equipmentcondition assessmentmulti information sourcefuzzy iterationcurrent balancing algorithmlevel-shifted SPWMmedium-voltage applicationsmultilevel current source invertermotor drivesphase-shifted carrier SPWMSTATCOMelectricity forecastingCNN–LSTMvery short-term forecasting (VSTF)short-term forecasting (STF)medium-term forecasting (MTF)long-term forecasting (LTF)asynchronous motorlinear active disturbance rejection controlerror differentiationvector controlrenewable energysolar power plantData Envelopment Analysis (DEA)Fuzzy Analytical Network Process (FANP)Fuzzy TheoryHistory of engineering & technologySimões Marcelo Godoyedt1328806Paredes Helmo Kelis MoralesedtSimões Marcelo GodoyothParedes Helmo Kelis MoralesothBOOK9910557103703321Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids3038973UNINA