Development of neural network-based controller for maximum power point tracking for PV systems under partially shaded conditions / (Record no. 169774)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04075namaa22004211i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20250223033355.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241228s2023 |||a|||f m||| 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloguing agency | EG-GICUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GICUC |
| Modifying agency | EG-GICUC |
| Description conventions | rda |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| Language code of summary or abstract | eng |
| -- | ara |
| 049 ## - Acquisition Source | |
| Acquisition Source | Deposit |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 621.3 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 621.3 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.07.M.Sc.2023.Mo.D |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Mostafa Mohamed Ahmed Shehata, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Development of neural network-based controller for maximum power point tracking for PV systems under partially shaded conditions / |
| Statement of responsibility, etc. | by Mostafa Mohamed Ahmed Shehata ; Supervisors Prof. Dr. Ahmed M. A. Kamel, Prof. Dr. Mohamed Sh. Saad. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | / تطوير وحدة تحكم قائمة على الشبكات العصبية لتتبع نقطة القدرة القصوى لألنظمة الكهروضوئية المعرضة للتظليل الجزئي |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 76 pages : |
| Other physical details | illustrations ; |
| Dimensions | 30 cm. + |
| Accompanying material | CD. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rda content |
| 337 ## - MEDIA TYPE | |
| Media type term | Unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.)-Cairo University, 2023. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 70-75. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This thesis presents the development and implementation of a Maximum Power Point Tracker (MPPT) using a Neural Network (NN). The system consists of a photovoltaic system which connected with a buck-boost converter derived by a PI controller and group of NNs and finally connected with fixed load. The control algorithm is developed to use the artificial NN to determine the optimal operating voltage point under any partially shaded conditions. Then, the control action gives the driving signals to the buck-boost converter.<br/>The system has been implemented and tested under diverse operating conditions. The results presented that the photovoltaic system with NN- based MPPT consistently track the global maximum peak with high precision under any partially shaded conditions compared with the traditional control systems. Numerical simulation results show the power and competence capabilities of the proposed algorithm. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | تقدم هذه الرسالة تطويًار وتنفيًذا لمتعقب نقطة الطاقة القصو ى لنظام شمسي باستخدام <br/>الشبكات العصبية وذلك عند تعرض النظام الجزئي، وقد تم اسة النظام الشمسي بهدف<br/>استخراج الجهد الالزم للوصول إلى نقطة القدرة القصوى في حاالت التظليل الجزئي ومن ثم <br/>تم عمل نظام شبكات عصبية يمكن من تقدير الجهد المطلوب بسرعة ودقة كبيرة كما تم <br/>استخدام متحكم تناسبي – تكاملي للتحكم في محول دعم باك لتحقيق الجهد والذي تم الحصول <br/>عليه من الشبكات العصبية. <br/> وتم تنفيذ النظام واختباره في ظل ظروف تشغيل مختلفة. أظهرت النتائج أن النظام <br/>الكهروضوئي مع المتحكم يتتبع دائما الذروة القصوى العالمية بدقة عالية تحت أي ظروف <br/>تشغيل مقارنة بأنظمة التحكم التقليدية. وبدون وجود ذبذبات حول هذه النقطة. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Issues CD | Issues also as CD. |
| 546 ## - LANGUAGE NOTE | |
| Text Language | Text in English and abstract in Arabic & English. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Electrical engineering |
| Source of heading or term | qrmak |
| 653 #0 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Neural Network-Based Controller (NNBC) |
| -- | Maximum Power Point Tracking (MPPT) |
| -- | Photovoltage (PV) Systems |
| -- | Partial Shading |
| -- | Bayesian algorithm |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed M. A. Kamel |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mohamed Sh. Saad |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2023 |
| Supervisory body | Ahmed M. A. Kamel |
| -- | Mohamed Sh. Saad |
| Discussion body | Mohamed A. M. Hassan |
| -- | Ahmed M. A. El-Garhy |
| Universities | Cairo University |
| Faculties | Faculty of Engineering |
| Department | Department of Electrical Power and Machines Engineering |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Shimaa |
| Reviser Names | Huda |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Edition | 21 |
| Suppress in OPAC | No |
| Source of classification or shelving scheme | Home library | Current library | Date acquired | Inventory number | Full call number | Barcode | Date last seen | Effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 28.12.2024 | 90072 | Cai01.13.07.M.Sc.2023.Mo.D | 01010110090072000 | 28.12.2024 | 28.12.2024 | Thesis |