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Alternative Sources of Energy Modeling, Automation, Optimal Planning and Operation

An economic development model analyzes the adoption of alternative strategy capable of leveraging the economy, based essentially on RES. The combination of wind turbine, PV installation with new technology battery energy storage, DSM network and RES forecasting algorithms maximizes RES integration i...

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Bibliographic Details
Main Author: Stavrakakis, George S.
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
Machine Learning
Parallel Architecture
Entrained Flow Coal Gasification
Data Mining
Renewable Energy Sources
Lead-acid Battery
Hybrid Power Station
Genetic Algorithm
Energy Storage
Remote Community
Ash Melting Point
Diversification
Switched Capacitor Converters
Flexitranstore
Energy Management System
Probabilistic Dimensioning
Solar Irradiation Forecasting
Generators
History Of Engineering & Technology / Bicssc
Increased Res Penetration
Deep Neural Networks
Fault Detection
Technology: General Issues / Bicssc
Supercapacitor
Windspeed Forecasting
Angolan Economy
Spatial Planning
Wave Energy Converters
Balancing
Scalability
Stochastic Optimization Model
K-means
Advanced Deep Learning
Depth Of Discharge
Demagnetization
Gallium Nitride
Operation Temperature
Smart Grid
Reserves
Battery Degradation
Magnetic-free Converters
Techno-economic Analysis
Dynamic Dimensioning
Strategic Alternative
Artificial Intelligence
Biofuels
Photovoltaic Systems
Partial Shading
Green Island
Module-level Converters
Markov Process
Permanent Magnet Synchronous Machines
Replicability
Sentinel Satellite Imagery
Hybrid Energy Storage System
Online Access:
Collection: Directory of Open Access Books - Collection details see MPG.ReNa
Description
Summary:An economic development model analyzes the adoption of alternative strategy capable of leveraging the economy, based essentially on RES. The combination of wind turbine, PV installation with new technology battery energy storage, DSM network and RES forecasting algorithms maximizes RES integration in isolated islands. An innovative model of power system (PS) imbalances is presented, which aims to capture various features of the stochastic behavior of imbalances and to reduce in average reserve requirements and PS risk. Deep learning techniques for medium-term wind speed and solar irradiance forecasting are presented, using for first time a specific cloud index. Scalability-replicability of the FLEXITRANSTORE technology innovations integrates hardware-software solutions in all areas of the transmission system and the wholesale markets, promoting increased RES. A deep learning and GIS approach are combined for the optimal positioning of wave energy converters. An innovative methodology to hybridize battery-based energy storage using supercapacitors for smoother power profile, a new control scheme and battery degradation mechanism and their economic viability are presented. An innovative module-level photovoltaic (PV) architecture in parallel configuration is introduced maximizing power extraction under partial shading. A new method for detecting demagnetization faults in axial flux permanent magnet synchronous wind generators is presented. The stochastic operating temperature (OT) optimization integrated with Markov Chain simulation ascertains a more accurate OT for guiding the coal gasification practice.
Item Description:Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:1 electronic resource (250 p.)
ISBN:9783036557113
books978-3-0365-5712-0
9783036557120

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