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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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Bibliographic Details
Main Author: Aslam, Sheraz
Other Authors: Herodotou, Herodotos, Ashraf, Nouman
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
Machine Learning
Renewable Energy Sources
Smart Grids
Automatic Generation Control
Improved Particle Swarm Optimization (ipso)
Dispatch Strategies
Microgrid
Dragonfly Optimization Algorithm (doa)
Hybrid Genetic-artificial Fish Swarm Algorithm
Load Scheduling
Forecasting
Renewable Energy
Adaptive Cuckoo Search Optimization (acso)
Genetic Algorithm
Sustainable Society
Deep Learning
Pso
Energy Efficiency
Load Frequency Control
Voltage Source Inverter (vsi)
Fruit Fly Optimization Algorithm Combined With General Regression Neural Network (ffo-grnn)
Qualitative Comparison
Photovoltaic (pv)
Pakistan Power System
Mlp
Circular Economy
Requirement Engineering
Electricity Price Forecasting
Software Engineering
Smart Cities
Ga
Artificial Neural Network
Electricity Theft Detection
Electric Vehicles
Multi-area Interconnected Power System
Power System
Electricity Load Forecasting
Multi-objective Optimization
Corona Virus Herd Immunity Optimization
Intelligent Regions
Economic Load Dispatch
Garra Rufa Ptimization
Precon
Research & Information: General / Bicssc
Day Ahead Energy Prediction
Innovation Systems
Demand Response
Artificial Fish Swarm Algorithm
Dynamic Incentives
Transmission Line Security
Physics / Bicssc
Energy Management
Regional Policies
Wind Energy
Demand Side Management
Smart Grid
Real Estate
Nature-inspired Optimization
Pi-pd Controller
Requirement-management Tools
Non-technical Losses
Sustainable Cities
Sustainable Power Generating System
Gru
Cultural Heritage
Local Growth
Requirement-gathering Tool
Maximum Power Point Tracking (mppt)
Automatic Voltage Regulator
Regional Cities
Flexible Load
Healthcare
Energy Optimization
Sustainability
Partial Shading
Smart Meters
Distribution Generation
Real Time Pricing
Convolutional Neural Network
Total Harmonic Distortion (thd)
Low Carbon Emission
Optimization
Class Imbalance
Urban Sustainability
Gated Recurrent Units
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary: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. Optimized micro-grid's operation with electrical-vehicle-based hybridized sustainable algorithm. 4. The detection of nontechnical losses in smart meters using a MLP-GRU deep model and augmenting data via theft attacks. 5. A hybrid deep-learning-based model for the detection of electricity losses using big data in power systems. 6. Load frequency control and automatic voltage regulation in a multi-area interconnected power system using nature-inspired computation-based control methodology. 7. Line overload alleviations in wind energy integrated power systems using automatic generation control. 8. Electric price and load forecasting using a CNN-based ensembler in a smart grid. 9. Day-ahead energy forecasting in a smart grid considering the demand response and microgrids. 10. A dragonfly optimization algorithm for extracting the maximum power of grid-interfaced pv systems. 11. An economic load dispatch problem with multiple fuels and valve point effects using a hybrid genetic-artificial fish swarm algorithm. 12. Incentive-based dynamic pricing in a smart grid.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (280 p.)
ISBN:9783036591728
9783036591735
books978-3-0365-9172-8

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