A proposed hybrid approach for proton exchange membrane fuel cell parameter estimation / (Record no. 174686)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05322namaa22004331i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20251019110117.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251011s2024 ua a|||frm||| 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 | 621.312429 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 621.312429 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.07.M.Sc.2024.Sa.P |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Salma Gamal Saad Eldin Elsayed, |
| Preparation | preparation. |
| 245 12 - TITLE STATEMENT | |
| Title | A proposed hybrid approach for proton exchange membrane fuel cell parameter estimation / |
| Statement of responsibility, etc. | by Salma Gamal Saad Eldin ElSayed ; Supervisors Prof. Dr. Essam El-Deen Abou El-Zahab, Prof. Dr. Shady Hossam Eldeen Abdel Aleem. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | نهج هجين مقترح لتقدير متغيرات خلايا وقود غشاء التبادل البروتوني |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 60 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, 2024. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 54-60. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | Proton Exchange Membrane Fuel Cell (PEMFC) parameter estimation has garnered significant attention over the last decade. PEMFC is considered one of the most important renewable resources used in many fields due to its potential to provide clean and efficient energy solutions for various applications. In this thesis, a hybrid optimization algorithm called Quasi-Opposition Learning and Q-learning based Marine Predators Algorithm (QQLMPA) that combines the marine predator algorithm with two enhancements is proposed for the PEMFC parameter estimation problem. The first enhancement is Q-learning, which significantly improves the algorithm’s convergence speed. The second enhancement is Quasi-Opposition learning, which enhances the search capabilities of the algorithm. It has been applied to estimate the parameters of three different commercial PEMFC stack while considering changes in the operating pressure and temperature. Its performance was compared to six recent and conventional algorithms. In regard to precision and convergence speed, the results demonstrate that the QQLMPA succeeds over other optimization algorithms. Furthermore, the algorithm requires fewer. The accuracy of it is proven by the low levels of the sum of the squared error (SSE) between the experimental PEMFC stack voltage and the estimated model voltage. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | تقدير المتغيرات لخلايا الوقود بغشاء تبادل البروتونات (PEMFC) لفت الانتباه بشكل كبير خلال العقد الماضي. إذ تعتبر خلايا الوقود بغشاء تبادل البروتونات واحدة من أهم المصادر المتجددة التي تستخدم في العديد من المجالات بسبب قدرتها على توفير حلول طاقة نظيفة وفعالة للتطبيقات المختلفة. في هذه الرسالة، يُقترح تطبيق خوارزمية هجينة تسمى Quasi-Opposition Learning and Q-learning based Marine Predators Algorithm (QQLMPA) تجمع بين خوارزمية المفترسات البحرية (MPA) مع تحسينين للوصول الى الحل الأمثل لمشكلة تقدير متغيرات PEMFC المجهولة. التحسين الأول هو Q-learning ، الذي يسرع الى حد كبير سرعة تقارب الخوارزمية. التحسين الثاني هو Quasi-Opposition learning ، الذي يعزز قدرات البحث في الخوارزمية. وقد طُبقت هذه الخوارزمية المقترحة لتقدير المتغيرات المجهولة لثلاث خلايا وقودية تجارية مختلفة، مع مراعاة التغيرات في ضغط التشغيل ودرجة الحرارة. وقد قورن أداء الخوارزمية المقترحة بستة خوارزميات حديثة وتقليدية. وفيما يتعلق بالدقة وسرعة التقارب، تبرهن النتائج على أنها تتفوق على خوارزميات أخرى. وعلاوة على ذلك، فهي تتطلب عدداً أقل من التكرارات وتُظهر استقراراً وثباتاً أفضل مقارنة بالخوارزميات المستخدمة الاخرى. تثبت دقة QQLMPA من خلال المستويات المنخفضة لمجموع الأخطاء المربعة (SSE) بين جهد خلايا الوقود (PEMFC) التجريبي والجهد المقدر. |
| 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 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | fuel cells |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | خلايا الوقود |
| 653 #1 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Optimization |
| -- | Fuel cell |
| -- | Transportation |
| -- | Hybrid optimization techniques |
| -- | Renewables |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Essam El-Deen Abou El-Zahab |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Shady Hossam Eldeen Abdel Aleem |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2024 |
| Supervisory body | Essam El-Deen Abou El-Zahab |
| -- | Shady Hossam Eldeen Abdel Aleem |
| Discussion body | Ahmed Mohamed Ibrahim |
| -- | Almoataz Youssef Abdelaziz |
| 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 | Eman Ghareb |
| 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 | 11.10.2025 | 92124 | Cai01.13.07.M.Sc.2024.Sa.P | 01010110092124000 | 11.10.2025 | 11.10.2025 | Thesis |