Smart Grid Analytics for Sustainability and Urbanization in Big Data

This reprint covers the following topics in the field of smart grids: 1. Optimal dg location and sizing to minimize losses and improve the voltage profile using garra rufa optimization. 2. Solar and wind energy forecasting for the green and intelligent migration of traditional energy sources. 3. Opt...

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Médium:	Online
Jazyk:	angličtina
Vydáno:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Témata:	demand side management demand response load scheduling real time pricing genetic algorithm dynamic incentives artificial fish swarm algorithm economic load dispatch hybrid genetic–artificial fish swarm algorithm multi-objective optimization sustainable power generating system photovoltaic (PV) partial shading maximum power point tracking (MPPT) dragonfly optimization algorithm (DOA) adaptive cuckoo search optimization (ACSO) fruit fly optimization algorithm combined with general regression neural network (FFO-GRNN) improved particle swarm optimization (IPSO) voltage source inverter (VSI) total harmonic distortion (THD) energy optimization day ahead energy prediction artificial neural network renewable energy sources microgrid smart grid electricity price forecasting energy management electricity load forecasting convolutional neural network corona virus herd immunity optimization sustainable cities requirement-gathering tool qualitative comparison requirement engineering software engineering requirement-management tools automatic generation control wind energy transmission line security dispatch strategies Pakistan power system PI-PD controller load frequency control automatic voltage regulator nature-inspired optimization multi-area interconnected power system class imbalance gated recurrent units electricity theft detection non-technical losses smart grids deep learning GRU healthcare MLP PRECON smart cities smart meters sustainable society electric vehicles flexible load optimization renewable energy forecasting machine learning energy efficiency sustainability low carbon emission distribution generation Garra Rufa ptimization PSO GA power system urban sustainability local growth regional cities cultural heritage real estate intelligent regions innovation systems circular economy regional policies thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general thema EDItEUR::P Mathematics and Science::PH Physics
On-line přístup:	ONIX_20231130_9783036591735_211
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Smart Grid Analytics for Sustainability and Urbanization in Big Data

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