Data - Driven Customer - Phase Relationship Identification in Low - Voltage Distribution Networks with Distributed Generations : (Record no. 7089)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06219nam a2200433 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-NbEJU |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20241204210605.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 241203b2024 ua | m||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-NbEJU |
| Language of cataloging | eng |
| Transcribing agency | EG-NbEJU |
| Modifying agency | EG-NbEJU |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| Language code of summary or abstract | ara |
| 050 ## - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | EPE MSc. 2024 04 |
| Item number | 04 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mugerwa , Geofrey , |
| 245 10 - TITLE STATEMENT | |
| Title | Data - Driven Customer - Phase Relationship Identification in Low - Voltage Distribution Networks with Distributed Generations : |
| Remainder of title | A Thesis Submitted to the Graduate School of Electronics , Communication , and Computer Engineering : Egypt-Japan University of Science and Technology (E-JUST) : In Partial Fulfillment of the Requirements for the Degree of Master of Science in Electrical Power Engineering / |
| Statement of responsibility, etc. | by Geofrey Mugerwa ; Supervisor Committee Prof. Sobby Abdelkader - Egypt-Japan University of Science and Technology , Prof. Maha Elsabrouty - Egypt-Japan University of Science and Technology , Dr. Tamer Megahed - Egypt-Japan University of Science and Technology , Prof. Tanemasa Asano - Kyushu University ; Examination Committee Prof. Sobby Abdelkader - E-JUST , Prof. Mohamed Abdelazim - Vice President of Mansoura University , Prof. Loay Saad Eldin Nasrat - Vice President of Aswan University for Education and Student Affairs<br/><br/> |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | تحديد ارتباط العميل بالوجه باستخدام البيانات في شبكات توزيع الجهد المنخفض المتشملة على مولدات موزعة : |
| Remainder of title | رسالة علمية مقدمة إلى المدرسة التخصصية للدراسات العليا - هندسة الإلكترونيات و الاتصالات و الحاسوب : الجامعة المصرية اليابانية للعلوم و التكنولوجيا كاستيفاء جزئي لمتطلبات الحصول على درجة ماحستير العلوم في هندسة القوى الكهربية / إعداد جيفري موجيروا ; لجنة الإشراف على الرسالة أ . د صبحي عبدالقادر , أ . د مها الصبروتي , د. تامر مجاهد , أ.د تانيماسا اسانو ; لجنة المناقشة و الحكم على الرسالة أ.د صبحي عبدالقادر , أ.د محمد عبدالعظيم محمد عبدالعظيم , أ . د . لؤي سعد الدين نصرت<br/> |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Alexandria : |
| Name of publisher, distributor, etc. | Geofrey Mugerwa |
| Date of publication, distribution, etc. | 2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 61 leaves ; |
| Dimensions | 30 cm |
| 500 ## - GENERAL NOTE | |
| General note | Includes a title page in Arabic |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.)<br/> |
| Degree type | Master |
| Name of granting institution | Egypt - Japan University of Science and Technology (E-JUST) - School of Electronics , Communication , and Computer Engineering - Electrical Power Engineering Department |
| Year degree granted | 2024 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Phase identification involves determining which phase each end-customer is connected to in a multi-phase distribution network Knowing the correct customer-phase connectivity provides Distribution System Operators (DSOs) with critical information for efficient operation and management of Low-Voltage Distribution Networks (LVDNs) Additionally , accurate phase connectivity information is essential for increasing the hosting capacity of Distributed Energy Resources (DERS) , which are key players in modern power systems On the other hand , incorrect customer-phase connectivity increases the risk of phase unbalance , leading to nuisance tripping of protection devices and equipment damage for assets such as transformers Usually , the phase connectivity information of a LVDN is known to DSOs at the time of planning and commissioning the power line However , due to the complexity and the various changes that occur during its operation , such as new customer connections , maintenance and repair operations , cyber attacks , emergency restoration services , etc. , the original data files maintained at the power management center often contain false connectivity information This challenge is traditionally addressed by applying hardware-based phase identification techniques Nevertheless, such approaches are costly , prone to human errors , and time - consuming, as they involve either installing expensive high-precision devices or employing field-based methods To overcome the above challenges , this thesis develops a novel data- driven method to identify the phase connectivity of end-customers using Advanced Metering Infrastructure (AMI) voltage and current measurements , collected every 15 minutes Firstly , a preprocessing method that employs linear interpolation and singular value decomposition is adopted to improve the quality of the smart meter data Secondly , using Kirchoff's current law and correlation analysis , a 0-1 linear integer programming optimization model is built to uniquely identify the phase to which each customer is connected The datasets utilized are obtained by performing power flow simulations on a modified IEEE-906 test system using OpenDSS software The robustness of the proposed identification algorithm is tested against dataset size , missing data , measurement errors , and the influence of rooftop photovoltaic generation systems To explore the benefits associated with knowing the correct phase identification information |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as a digital file (for more information please check our Digital Repository) |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | AnD |
| Provenance (VM) [OBSOLETE] | ACM |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abdelkader , Sobby , |
| Relator term | Supervisor |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Elsabrouty , Maha , |
| Relator term | co-Supervisor |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Megahed , Tamer , |
| Relator term | co-Supervisor |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Asano , Tanemasa , |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abdelkader , Sobby , |
| Relator term | Examinator |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Abdelazim , Mohamed , |
| Relator term | co-Examinator |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Nasrat , Loay Saad Eldin , |
| Relator term | co-Examinator |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | عبدالقادر , صبحي , |
| Relator term | مشرف |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | الصبروتي , مها , |
| Relator term | مشرف مساعد |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | مجاهد , تامر , |
| Relator term | مشرف مساعد |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | اسانو , تانيماسا , |
| Relator term | مشرف مساعد |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | عبدالقادر , صبحي , |
| Relator term | مناقش |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | عبدالعظيم , محمد عبدالعظيم محمد , |
| Relator term | مناقش مساعد |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | نصرت , لؤي سعد الدين , |
| Relator term | مناقش مساعد |
| 901 ## - Cataloger information | |
| Cataloger Name | HaGeR |
| 902 ## - PDF File name | |
| PDF File name | TH_02122024_ (1) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Suppress in OPAC | No |
| Koha item type | Dissertations |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | Fayza Aboulnaga Central Library | مكتبة فايزة أبو النجا المركزية بالحرم الجامعي | 12/03/2024 | EPE MSc. 2024 04 | 10014200 | 12/03/2024 | C. 1 | 12/03/2024 | Dissertations |