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Artificial Intelligence for Smart Photovoltaic Technologies
Edited by
Jingzheng Ren;
Jingzheng Ren
Department of Industrial and Systems Engineering,
The Hong Kong Polytechnic University
, Hong Kong, China
Search for other works by this author on:
Yi Man
Yi Man
School of Light Industry and Engineering,
South China University of Technology
, Guangzhou, Guangdong Province, 510640, China
Search for other works by this author on:
AIP Publishing LLC
ISBN electronic:
978-0-7354-2499-9
ISBN print:
978-0-7354-2496-8
Publication date:
2022
Artificial Intelligence for Smart Photovoltaic Technologies
Edited by: Jingzheng Ren, Yi Man
https://doi.org/10.1063/9780735424999
ISBN (print): 978-0-7354-2496-8
ISBN (electronic): 978-0-7354-2499-9
Publisher: AIP Publishing LLC
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Table of Contents
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Front MatterByJingzheng Ren;Jingzheng RenDepartment of Industrial and Systems Engineering,The Hong Kong Polytechnic University, Hong Kong,ChinaSearch for other works by this author on:Yi ManYi ManSchool of Light Industry and Engineering,South China University of Technology, Guangzhou, Guangdong Province, 510640,ChinaSearch for other works by this author on:
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Chapter 1: Machine Learning and Deep Learning for Photovoltaic ApplicationsByA. Mellit;A. MellitFaculty of Sciences and Technology, Renewable Energy Laboratory,University of Jijel, Jijel,AlgeriaAS-International Centre of Theoretical Physics, Trieste,ItalySearch for other works by this author on:S. A. KalogirouS. A. KalogirouDepartment of Mechanical Engineering and Materials Sciences and Engineering of theCyprus University of Technology, Limassol,CyprusCyprus Academy of Sciences, Letters, and Arts, Nicosia,CyprusSearch for other works by this author on:
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Chapter 2: Deep Learning Method for Photovoltaic Power PredictionByYusha Hu;Yusha HuState Key Laboratory of Pulp and Paper Engineering,South China University of Technology, Guangzhou 510640,ChinaSearch for other works by this author on:Yi Man;Yi ManSchool of Light Industry and Engineering,South China University of Technology, Guangzhou, Guangdong Province, 510640,ChinaSearch for other works by this author on:Jingzheng RenJingzheng RenDepartment of Industrial and Systems Engineering,The Hong Kong Polytechnic University, Hong Kong,ChinaSearch for other works by this author on:
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Chapter 3: Artificial Neural Network for Control of Solar Photovoltaic SystemByCharles R. SarimuthuCharles R. SarimuthuSchool of Engineering, Building 2, Level 4, Room 2-4-42,Monash University Malaysia, Jalan Lagoon Selatan, 47500 Bandar Sunway, Selangor Darul Ehsan,MalaysiaSearch for other works by this author on:
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Chapter 4: Intelligent Fault Diagnosis of Photovoltaic SystemsByAissa Chouder;Aissa ChouderLaboratoire de Génie Electrique (LGE),Université Mohamed Boudiaf-Msila, bp 166 M'sila 28000Search for other works by this author on:Santiago SilvestreSantiago SilvestreMNT, Electronic Engineering Department, UPC-BarcelonaTech. C/ Jordi Girona 1-3, Campus Nord UPC, mòdul C5, 08034 Barcelona,SpainSearch for other works by this author on:
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Chapter 5: Predictive Maintenance of Photovoltaic System Based on Deep LearningByA. Bassam;A. BassamFacultad de Ingeniería,Universidad Autónoma de Yucatán, Av. Industrias no contaminantes por Periférico Norte, Apdo, Postal 150 Cordemex, Mérida, Yucatán,MexicoSearch for other works by this author on:O. May TzucO. May TzucFacultad de Ingeniería,Universidad Autónoma de Campeche, Campus V, Av. Humberto Lanz Cárdenas, Col. Ex Hacienda Kalá, C.P. 24085, San Francisco de Campeche, Campeche,MexicoSearch for other works by this author on:
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Chapter 6: Parameter Estimation of Photovoltaic Systems Based on Artificial Intelligence AlgorithmByMuhammad Faisal Nadeem;Muhammad Faisal NadeemDepartment of Electrical Engineering,University of Engineering and Technology Taxila, Taxila,PakistanSearch for other works by this author on:Irfan KhanIrfan KhanClean and Resilient Energy Systems (CARES) Lab,Texas A&M University, Galveston, Texas 77554,USASearch for other works by this author on:
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Chapter 7: Fuzzy Logic Energy Management for Photovoltaic SystemByMoo-Yeon Lee;Moo-Yeon LeeDepartment of Mechanical Engineering,Dong-A University, 37 Nakdong-Daero 550, Saha-gu, Busan,Republic of KoreaSearch for other works by this author on:Kunal Sandip Garud;Kunal Sandip GarudDepartment of Mechanical Engineering,Dong-A University, 37 Nakdong-Daero 550, Saha-gu, Busan,Republic of KoreaSearch for other works by this author on:S. JayarajS. JayarajSolar Energy Center, Department of Mechanical Engineering,National Institute of Technology Calicut, Kozhikode, Kerala 673 601,IndiaSearch for other works by this author on:
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Chapter 8: Application of Evolutionary Algorithms on Solar Photovoltaic SystemByChitta Saha;Chitta SahaInstitute for Clean Growth and Future Mobility (CGFM), Department of Computing, Electronics and Mathematics, Faculty of Engineering,Environment and Computing Coventry University, ECB, Gulson Road, Coventry, CV1 2JH,United KingdomSearch for other works by this author on:Ammar Al BaziAmmar Al BaziInstitute for Clean Growth and Future Mobility (CGFM), School of Mechanical, Aerospace and Automotive Engineering, Faculty of Engineering,Environment and Computing, Coventry University, ECB, Gulson Road, Coventry, CV1 2JH,United KingdomSearch for other works by this author on:
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IndexByJingzheng Ren;Jingzheng RenDepartment of Industrial and Systems Engineering,The Hong Kong Polytechnic University, Hong Kong,ChinaSearch for other works by this author on:Yi ManYi ManSchool of Light Industry and Engineering,South China University of Technology, Guangzhou, Guangdong Province, 510640,ChinaSearch for other works by this author on: