Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids

doi:10.3390/books978-3-03943-335-3

dc.contributor.editor	Simões, Marcelo Godoy
dc.contributor.editor	Paredes, Helmo Kelis Morales
dc.date.accessioned	2021-05-01T15:43:54Z
dc.date.available	2021-05-01T15:43:54Z
dc.date.issued	2020
dc.identifier	ONIX_20210501_9783039433346_959
dc.identifier.uri	https://directory.doabooks.org/handle/20.500.12854/69213
dc.description.abstract	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.
dc.language	English
dc.subject.classification	thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology	en_US
dc.subject.other	droop curve
dc.subject.other	frequency regulation
dc.subject.other	fuzzy logic
dc.subject.other	the rate of change of frequency
dc.subject.other	reserve power
dc.subject.other	smart grid
dc.subject.other	energy Internet
dc.subject.other	convolutional neural network
dc.subject.other	decision optimization
dc.subject.other	deep reinforcement learning
dc.subject.other	electric load forecasting
dc.subject.other	non-dominated sorting genetic algorithm II
dc.subject.other	multi-layer perceptron
dc.subject.other	adaptive neuro-fuzzy inference system
dc.subject.other	meta-heuristic algorithms
dc.subject.other	automatic generation control
dc.subject.other	fuzzy neural network control
dc.subject.other	thermostatically controlled loads
dc.subject.other	back propagation algorithm
dc.subject.other	particle swarm optimization
dc.subject.other	load disaggregation
dc.subject.other	artificial intelligence
dc.subject.other	cognitive meters
dc.subject.other	machine learning
dc.subject.other	state machine
dc.subject.other	NILM
dc.subject.other	non-technical losses
dc.subject.other	semi-supervised learning
dc.subject.other	knowledge embed
dc.subject.other	deep learning
dc.subject.other	distribution network equipment
dc.subject.other	condition assessment
dc.subject.other	multi information source
dc.subject.other	fuzzy iteration
dc.subject.other	current balancing algorithm
dc.subject.other	level-shifted SPWM
dc.subject.other	medium-voltage applications
dc.subject.other	multilevel current source inverter
dc.subject.other	motor drives
dc.subject.other	phase-shifted carrier SPWM
dc.subject.other	STATCOM
dc.subject.other	electricity forecasting
dc.subject.other	CNN–LSTM
dc.subject.other	very short-term forecasting (VSTF)
dc.subject.other	short-term forecasting (STF)
dc.subject.other	medium-term forecasting (MTF)
dc.subject.other	long-term forecasting (LTF)
dc.subject.other	asynchronous motor
dc.subject.other	linear active disturbance rejection control
dc.subject.other	error differentiation
dc.subject.other	vector control
dc.subject.other	renewable energy
dc.subject.other	solar power plant
dc.subject.other	Data Envelopment Analysis (DEA)
dc.subject.other	Fuzzy Analytical Network Process (FANP)
dc.subject.other	Fuzzy Theory
dc.title	Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids
dc.type	book
oapen.identifier.doi	10.3390/books978-3-03943-335-3
oapen.relation.isPublishedBy	46cabcaa-dd94-4bfe-87b4-55023c1b36d0
oapen.relation.isbn	9783039433346
oapen.relation.isbn	9783039433353
oapen.pages	202
oapen.place.publication	Basel, Switzerland

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