States and power consumption estimation for nilm / (Record no. 79635)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02869cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223032657.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210123s2020 ua dh f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.13.08.M.Sc.2020.Ne.S |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Neveen Mohamed Hussien Mostafa Hassan |
| 245 10 - TITLE STATEMENT | |
| Title | States and power consumption estimation for nilm / |
| Statement of responsibility, etc. | Neveen Mohamed Hussien Mostafa Hassan ; Supervised Mohsen A. Rashwan , Ahmed Mohamed Hesham Mohamed Riad |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | تحديد الحالات والقوة المستهلكة لمراقبة الحمل غير التدخلية |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Neveen Mohamed Hussien Mostafa Hassan , |
| Date of publication, distribution, etc. | 2020 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 75 P. : |
| Other physical details | charts , facimiles ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Electronics and Communication |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Non-intrusive load monitoring is a technique which targets controlling the energy consumption in order to provide power saving. Non-intrusive load monitoring specifically aims to separate household power consumption using feature identification signature. We analyze each device signature based on its active power load curve. For an electrical home appliances network which consists of a known set of devices, Hidden Markov Model is used for system modeling. Then our proposed method is introduced to enhance determining and defining all states for each appliance. Weclassify each device into a set of states according to the power consumption (not only the ON and OFF states) in the form of different power levels. AMPds dataset (the Almanac of minutely power dataset) is used in training and testing for six selected home devices in a certain household and is also compared to GREEND dataset showing the advantage of the variable observed power readings with those of constant power readings. Each device has different number of states.The proposed mechanism is then used to minimize these states after learning the behavior of each state into OFF and ON states only. In order to test our algorithm and processing capability, we increase the number of the home appliances where and we use devices that have similar power consumption and power load identification signature. We show that the proposed method provides high accuracy results on the system level, the device level, state inference, power and state sequence estimation |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Hidden Markov Model |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Load dis-aggregation |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Non-Intrusive Load Monitoring (NILM) |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed Mohamed Hesham Mohamed Riad , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mohsen A. Rashwan , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Shimaa |
| Reviser | Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.13.08.M.Sc.2020.Ne.S | 01010110082610000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.13.08.M.Sc.2020.Ne.S | 01020110082610000 | 22.09.2023 | CD - Rom | 82610.CD |