MARC details
| 000 -LEADER |
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| fixed length control field |
05477nam a22002657a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
201210b2024 a|||f bm|| 00| 0 eng d |
| 024 7# - Author Identifier |
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| Standard number or code |
0000-0002-5903-6409 |
| Source of number or code |
ORCID |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
EG-CaNU |
| Transcribing agency |
EG-CaNU |
| 041 0# - Language Code |
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| Language code of text |
eng |
| Language code of abstract |
eng |
| -- |
ara |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
621 |
| 100 0# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Ahmed Tarek Mohamed Ibrahim |
| 245 1# - TITLE STATEMENT |
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| Title |
PV Modeling with MPPT Using Different Optimization Techniques |
| Statement of responsibility, etc. |
/Ahmed Tarek Mohamed Ibrahim |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Date of publication, distribution, etc. |
2024 |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
84 p. |
| Other physical details |
ill. |
| Dimensions |
21 cm. |
| 500 ## - GENERAL NOTE |
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| Materials specified |
Supervisor: <br/>Ahmed G. Radwan |
| 502 ## - Dissertation Note |
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| Dissertation type |
Thesis (M.A.)—Nile University, Egypt, 2024 . |
| 504 ## - Bibliography |
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| Bibliography |
"Includes bibliographical references" |
| 505 0# - Contents |
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| Formatted contents note |
Contents:<br/>Contents<br/>Page<br/>Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2<br/>List of Figures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7<br/>List of Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9<br/>Acronyms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12<br/>Abstract . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13<br/>Chapters:<br/>1. Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14<br/>1.1 Thesis scope . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14<br/>1.2 Thesis Organization . . . . . . . . . . . . . . . . . . . . . . . . . . 15<br/>2. Literature review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16<br/>2.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16<br/>2.2 Photovoltaic (PV) modelling . . . . . . . . . . . . . . . . . . . . . 18<br/>2.2.1 Empirical models . . . . . . . . . . . . . . . . . . . . . . . . 19<br/>2.2.2 Numerical models . . . . . . . . . . . . . . . . . . . . . . . 20<br/>2.2.3 Analytical models . . . . . . . . . . . . . . . . . . . . . . . 21<br/>2.3 Meta-Heuristic Techniques . . . . . . . . . . . . . . . . . . . . . . . 25<br/>2.3.1 Single solution-based techniques . . . . . . . . . . . . . . . . 27<br/>2.3.2 Population based techniques . . . . . . . . . . . . . . . . . . 28<br/>2.3.3 Recent advancements and hybrid approaches . . . . . . . . 32<br/>2.4 Maximum Power Point Tracking (MPPT) . . . . . . . . . . . . . . 34<br/>2.4.1 Conventional MPPT Techniques . . . . . . . . . . . . . . . 35<br/>5<br/>2.4.2 Global MPPT Techniques . . . . . . . . . . . . . . . . . . . 40<br/>2.4.3 Hybrid MPPT Techniques . . . . . . . . . . . . . . . . . . . 44<br/>3. PV Modeling using different optimization techniques . . . . . . . . . . . 46<br/>3.1 Meta-Heuristic Optimization Techniques for PV Parameters Identification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47<br/>3.1.1 Water Cycle Algorithm (WCA) . . . . . . . . . . . . . . . . 47<br/>3.1.2 The Arithmetic Optimization Algorithm (AOA) . . . . . . . 49<br/>3.2 The PV mathematical model . . . . . . . . . . . . . . . . . . . . . 55<br/>3.3 Problem Formulation, Results and Discussion . . . . . . . . . . . . 57<br/>3.4 PI and FOPI Controller . . . . . . . . . . . . . . . . . . . . . . . . 61<br/>3.5 DC-DC converter control method . . . . . . . . . . . . . . . . . . . 65<br/>3.6 DC-DC converter results with different controller types . . . . . . . 68<br/>4. Improved MPPT for Partially Shaded PV Systems through Accelerated<br/>Particle Swarm Optimization . . . . . . . . . . . . . . . . . . . . . . . . 74<br/>4.1 The Mathematical Model of the used PV Model . . . . . . . . . . . 76<br/>4.2 DC–DC Converter Design . . . . . . . . . . . . . . . . . . . . . . . 77<br/>4.3 Proposed MPPT algorithm . . . . . . . . . . . . . . . . . . . . . . 79<br/>4.3.1 Particle Swarm Optimization Algorithm(PSO) . . . . . . . 79<br/>4.3.2 Accelerated PSO Algorithm(APSO) . . . . . . . . . . . . . 81<br/>4.4 Simulation results . . . . . . . . . . . . . . . . . . . . . . . . . . . 83<br/>5. Conclusions and Future Work . . . . . . . . . . . . . . . . . . . . . . . . 86<br/>6. List of Publications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 88<br/>Bibliography . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 90 |
| 520 3# - Abstract |
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| Abstract |
Abstract:<br/>The usage of PV systems as an effective source of renewable energy has increased<br/>significantly in recent years. However, PV systems are inherently nonlinear and affected by varying weather conditions, which makes it challenging to get the maximum power from the system. This thesis proposes the use of optimization techniques<br/>to model PV systems and achieve MPPT under varying conditions of weather. A<br/>comprehensive literature review is conducted to identify the relevant optimization<br/>techniques and MPPT algorithms. A mathematical model of a PV system is developed that captures its behavior under varying weather conditions, and the selected<br/>optimization algorithms are integrated into the model to achieve MPPT. The performance of the optimization techniques and MPPT algorithms is validated using real<br/>data from a real PV system, and the results are compared with conventional MPPT<br/>techniques. The proposed approach demonstrates the effectiveness of optimization<br/>techniques in modeling PV systems and achieving MPPT, and provides insights into<br/>the design and optimization of PV systems for practical applications.<br/>Keywords: PV Modules , Optmization Techniques, Maximum Power Point Tracking (MPPT), Metaheuristic Algorithms.<br/> |
| 546 ## - Language Note |
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| Language Note |
Text in English, abstracts in English and Arabic |
| 650 #4 - Subject |
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| Subject |
MSD |
| 655 #7 - Index Term-Genre/Form |
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| Source of term |
NULIB |
| focus term |
Dissertation, Academic |
| 690 ## - Subject |
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| School |
MSD |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Thesis |
| 650 #4 - Subject |
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| -- |
317 |
| 655 #7 - Index Term-Genre/Form |
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| -- |
187 |
| 690 ## - Subject |
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| -- |
317 |