04402nam 2201033z- 450 991055710370332120210501(CKB)5400000000041010(oapen)https://directory.doabooks.org/handle/20.500.12854/69213(oapen)doab69213(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 online 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 and technologybicsscadaptive neuro-fuzzy inference systemartificial intelligenceasynchronous motorautomatic generation controlback propagation algorithmCNN-LSTMcognitive meterscondition assessmentconvolutional neural networkcurrent balancing algorithmData Envelopment Analysis (DEA)decision optimizationdeep learningdeep reinforcement learningdistribution network equipmentdroop curveelectric load forecastingelectricity forecastingenergy Interneterror differentiationfrequency regulationFuzzy Analytical Network Process (FANP)fuzzy iterationfuzzy logicfuzzy neural network controlFuzzy Theoryknowledge embedlevel-shifted SPWMlinear active disturbance rejection controlload disaggregationlong-term forecasting (LTF)machine learningmedium-term forecasting (MTF)medium-voltage applicationsmeta-heuristic algorithmsmotor drivesmulti information sourcemulti-layer perceptronmultilevel current source inverterNILMnon-dominated sorting genetic algorithm IInon-technical lossesparticle swarm optimizationphase-shifted carrier SPWMrenewable energyreserve powersemi-supervised learningshort-term forecasting (STF)smart gridsolar power plantSTATCOMstate machinethe rate of change of frequencythermostatically controlled loadsvector controlvery short-term forecasting (VSTF)History of engineering and 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