Open access peer-reviewed Edited Volume

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

Edited by Fouzi Harrou

King Abdullah University of Science and Technology

Co-editor:

Ying Sun

King Abdullah University of Science and Technology

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.

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Knowledge Unlatched

This book has been funded by Knowledge Unlatched. More information on this initiative can be found on http://www.knowledgeunlatched.org

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Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy System...Edited by Fouzi Harrou

Published: April 1st 2020

DOI: 10.5772/intechopen.85999

ISBN: 978-1-83880-092-5

Print ISBN: 978-1-83880-091-8

eBook (PDF) ISBN: 978-1-83880-546-3

Copyright year: 2020

Books open for chapter submissions

593 Total Chapter Downloads

chaptersDownloads

Open access peer-reviewed

1. Forecasting of Photovoltaic Solar Power Production Using LSTM Approach

By Fouzi Harrou, Farid Kadri and Ying Sun

81

Open access peer-reviewed

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

By Yamin Yan, Haoran Zhang, Jianqin Zheng and Yongtu Liang

44

Open access peer-reviewed

3. Neutral Network Adaptive Filter with Application to Ocean Current Energy Estimation

By Hong Son Hoang and Remy Baraille

47

Open access peer-reviewed

4. Static and Dynamic Photovoltaic Cell/Module Parameters Identification

By Sid-Ali Blaifi and Bilal Taghezouit

57

Open access peer-reviewed

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

By Nouar Aoun

59

Open access peer-reviewed

6. Modeling of the Small Wind Energy in Saharan Region of Algeria

By Harrouz Abdelkader, Fadila Tahiri, Boussaid Brahim and Fatiha Bekraoui

58

Open access peer-reviewed

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

By Pushpavalli Murugan and Jothi Swaroopan Nesa Mony

46

Open access peer-reviewed

8. Survey on Photo-Voltaic Powered Interleaved Converter System

By M.L. Bharathi

61

Open access peer-reviewed

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

By Youssef Mchaouar, Abdelmajid Abouloifa, Ibtissam Lachkar and Mohammed Fettach

51

Open access peer-reviewed

10. Battery Internal Fault Monitoring Based on Anomaly Detection Algorithm

By Nassim Sabri, Abdelhalim Tlemçani and Aissa Chouder

92

Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI

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