Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems

Edited by Fouzi Harrou and Ying Sun

in Books from IntechOpen

Abstract: Fault detection, control, and forecasting have a vital role in renewable energy systems (Photovoltaics (PV) and wind turbines (WTs)) to improve their productivity, ef?ciency, and safety, and to avoid expensive maintenance. For instance, the main crucial and challenging issue in solar and wind energy production is the volatility of intermittent power generation due mainly to weather conditions. This fact usually limits the integration of PV systems and WTs into the power grid. Hence, accurately forecasting power generation in PV and WTs is of great importance for daily/hourly efficient management of power grid production, delivery, and storage, as well as for decision-making on the energy market. Also, accurate and prompt fault detection and diagnosis strategies are required to improve efficiencies of renewable energy systems, avoid the high cost of maintenance, and reduce risks of fire hazards, which could affect both personnel and installed equipment. This book intends to provide the reader with advanced statistical modeling, forecasting, and fault detection techniques in renewable energy systems.

JEL-codes: Q20 Q40 (search for similar items in EconPapers)
Date: 2020
ISBN: 978-1-83880-091-8
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https://www.intechopen.com/books/6241 (text/html)
Book downloadable chapter-by-chapter

Chapters in this book:

A New Control Strategy for Photovoltaic System Connected to the Grid via Three-Time-Scale Singular Perturbation Technique with Performance Analysis

Youssef McHaouar, Abdelmajid Abouloifa, Ibtissam Lachkar and Mohammed Fettach

Battery Internal Fault Monitoring Based on Anomaly Detection Algorithm

Nassim Sabri, Abdelhalim Tlemcani and Aissa Chouder

Forecasting of Photovoltaic Solar Power Production Using LSTM Approach

Fouzi Harrou and Farid Kadri

Implement Using KY Converter for Hybrid Renewable Energy Applications: Design, Analysis, and Implementation

Pushpavalli Murugan and Jothi Swaroopan Nesa Mony

Modeling of the Small Wind Energy in Saharan Region of Algeria

Harrouz Abdelkader, Tahiri Fadila, Boussaid Ibrahim and Bekraoui Fatiha

Neutral Network Adaptive Filter with Application to Ocean Current Energy Estimation

Hong Son Hoang and Remy Baraille

Optimal Design of Energy System Based on the Forecasting Data with Particle Swarm Optimization

Yamin Yan, Haoran Zhang, Jianqin Zheng and Yongtu Liang

Performance Analysis of a 20 MW Grid-Connected Photovoltaic Installation in Adrar, South of Algeria

Nouar Aoun

Static and Dynamic Photovoltaic Cell/Module Parameters Identification

Sid-Ali Blaifi and Bilal Taghezouit

Survey on Photo-Voltaic Powered Interleaved Converter System

Bharathi M.l

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Persistent link: https://EconPapers.repec.org/RePEc:ito:pbooks:6241

DOI: 10.5772/intechopen.85999

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