TY  - GEN
AU  - Simões,Marcelo Godoy
AU  - Paredes,Helmo Kelis Morales
AU  - Simões,Marcelo Godoy
AU  - Paredes,Helmo Kelis Morales
TI  - Applied Neural Networks and Fuzzy Logic in Power Electronics, Motor Drives, Renewable Energy Systems and Smart Grids
SN  - books978-3-03943-335-3
PY  - 2020///
CY  - Basel, Switzerland
PB  - MDPI - Multidisciplinary Digital Publishing Institute
KW  - History of engineering & technology
KW  - bicssc
KW  - droop curve
KW  - frequency regulation
KW  - fuzzy logic
KW  - the rate of change of frequency
KW  - reserve power
KW  - smart grid
KW  - energy Internet
KW  - convolutional neural network
KW  - decision optimization
KW  - deep reinforcement learning
KW  - electric load forecasting
KW  - non-dominated sorting genetic algorithm II
KW  - multi-layer perceptron
KW  - adaptive neuro-fuzzy inference system
KW  - meta-heuristic algorithms
KW  - automatic generation control
KW  - fuzzy neural network control
KW  - thermostatically controlled loads
KW  - back propagation algorithm
KW  - particle swarm optimization
KW  - load disaggregation
KW  - artificial intelligence
KW  - cognitive meters
KW  - machine learning
KW  - state machine
KW  - NILM
KW  - non-technical losses
KW  - semi-supervised learning
KW  - knowledge embed
KW  - deep learning
KW  - distribution network equipment
KW  - condition assessment
KW  - multi information source
KW  - fuzzy iteration
KW  - current balancing algorithm
KW  - level-shifted SPWM
KW  - medium-voltage applications
KW  - multilevel current source inverter
KW  - motor drives
KW  - phase-shifted carrier SPWM
KW  - STATCOM
KW  - electricity forecasting
KW  - CNN–LSTM
KW  - very short-term forecasting (VSTF)
KW  - short-term forecasting (STF)
KW  - medium-term forecasting (MTF)
KW  - long-term forecasting (LTF)
KW  - asynchronous motor
KW  - linear active disturbance rejection control
KW  - error differentiation
KW  - vector control
KW  - renewable energy
KW  - solar power plant
KW  - Data Envelopment Analysis (DEA)
KW  - Fuzzy Analytical Network Process (FANP)
KW  - Fuzzy Theory
N1  - Open Access
N2  - 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
UR  - https://mdpi.com/books/pdfview/book/2985
UR  - https://directory.doabooks.org/handle/20.500.12854/69213
ER  -