Low-cost ventilator volume control modes realization with squeezed ann assisted implementation / (Record no. 169730)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03455namaa22004091i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20250223033354.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241225s2024 |||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 | 621.381 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 621.381 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.08.M.Sc.2024.Mo.L |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Mohammed Taha Saber Abd Elwehab, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Low-cost ventilator volume control modes realization with squeezed ann assisted implementation / |
| Statement of responsibility, etc. | by Mohammed Taha Saber Abd Elwehab ; Supervisors Prof. Dr. Mohammed R.ElGhonemi. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | / تنفيذ أوضاع التحكم في الحجم لجهاز تنفس صناعي منخفض التكلفة مع التنفيذ بمساعدة شبكة عصبية اصطناعية مضغوطة |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2024. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 59 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 55-59. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This thesis presents the successful development of a low-cost ventilator with high accuracy, incorporating sensor fusion and artificial neural networks. This ventilator supports three volume ventilation modes and utilizes a dataset of 2601 samples for designing the Artificial neural network (ANN) based control loop. It is the first documented instance where ANN is employed in the control loop design. The final ANN model achieves an acceptable mean square error of 24.79 in determining blower speed, and high determination coefficient of 87.97%, contributing to enhanced performance and convergence of the PID controller. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | تقدم هذه الرسالة التطوير الناجح لجهاز تنفس صناعي منخفض التكلفة بدقة عالية، ويتضمن اندماج أجهزة الاستشعار والشبكات العصبية الاصطناعية. يدعم جهاز التنفس الصناعي هذا ثلاثة أوضاع تهوية معتمدة على التحكم في حجم الهواء المضغوط ويستخدم مجموعة بيانات من 2601 عينة لتصميم حلقة التحكم المعتمدة على الشبكة العصبية الاصطناعية. هذا هو أول مثيل موثق حيث تم استخدام الشبكة العصبية الاصطناعية في تصميم حلقة التحكم. يحقق نموذج الشبكة العصبية الاصطناعية النهائي معامل خطأ مربع في تحديد سرعة المناخ (blower) مقبول يساوي 24,79، ومعامل تحديد عالي قدره 87,97٪، مما يساهم في تعزيز الأداء وتحسين وحدة تحكم PID. |
| 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 | Electronics |
| Source of heading or term | qrmak |
| 653 #0 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Mechanical ventilator |
| -- | COVID-19 |
| -- | Artificial neural network |
| -- | Sensor fusion |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mohammed R.ElGhonemi |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2024 |
| Supervisory body | Mohammed R.ElGhonemi |
| Discussion body | Ahmed H.Kandil |
| -- | Fathy M.Abdelkader |
| Universities | Cairo University |
| Faculties | Faculty of Engineering |
| Department | Department of Electronics and Communications 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 | 25.12.2024 | 90069 | Cai01.13.08.M.Sc.2024.Mo.L | 01010110090069000 | 25.12.2024 | 25.12.2024 | Thesis |