TY  - BOOK
ED  - Leonowicz, Zbigniew
AB  - The analysis of power systems under various conditions represents one of the most important and complex tasks in electrical power engineering. Studies in this area are necessary to ensure that the reliability, efficiency, and stability of the power system is not adversely affected. This issue is devoted to reviews and applications of modern methods of signal processing used to analyze the operation of a power system and evaluate the performance of the system in all aspects. Smart grids as an emerging research field of the current decade is the focus of this issue. Monitoring capability with data integration, advanced analysis of support system control, enhanced power security and effective communication to meet the power demand, efficient energy consumption and minimum costs, and intelligent interaction between power-generating and -consuming devices depends on the selection and implementation of advanced signal analysis and processing techniques.
DO  - 10.3390/books978-3-03936-821-1
ID  - OAPEN ID: ONIX_20210501_9783039368204_746
KW  - convolutional neural networks
KW  - multi-headed CNN
KW  - CNN-LSTM
KW  - forecasting
KW  - solar output
KW  - sliding window
KW  - renewable energy
KW  - data mining
KW  - cluster analysis
KW  - power quality
KW  - global power quality index
KW  - electrical power network
KW  - distributed generation
KW  - mining industry
KW  - ward algorithm
KW  - different working conditions
KW  - power supply restoration
KW  - power supply outages
KW  - failures
KW  - time intervals
KW  - obtaining information
KW  - information recognition
KW  - connection harmonization
KW  - virtual power plant
KW  - distributed energy resources
KW  - energy storage systems
KW  - grid codes
KW  - power systems
KW  - smart grids
KW  - prosumer
KW  - business model
KW  - economic efficiency
KW  - sensitivity analysis
L1  - https://mdpi.com/books/pdfview/book/2768
LA  - English
LK  - https://directory.doabooks.org/handle/20.500.12854/69000
PB  - MDPI - Multidisciplinary Digital Publishing Institute
PP  - Basel, Switzerland
PY  - 2020
SN  - 9783039368204
SN  - 9783039368211
TI  - Signal Analysis in Power Systemsnull
ER  - 
