An Advanced machine learning approach to estimate the state of charge of battery energy storage system for micro-grid (Record no. 182123)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01179nam a2200337 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 240126t2021 ||||| |||| 00| 0 eng d |
| 041 ## - LANGUAGE | |
| Language | English |
| 080 ## - UNIVERSAL DECIMAL CLASSIFICATION NUMBER | |
| Classification Number | 621.3(043) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Item Type | Thesis |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal Author | Jeewandara, Jeewandara Mudiyanselage Dinidu Srimal |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Supervisor | Prof. J.P. Karunadasa |
| Relator Term | supervisor |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Supervisor | Prof. K.T.M.U. Hemapala |
| Relator Term | supervisor |
| 245 ## - TITLE STATEMENT | |
| Title | An Advanced machine learning approach to estimate the state of charge of battery energy storage system for micro-grid |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Date of Copyright | [2021] |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xii, 114p. : col. charts, col. ill., col. photos, tables, |
| Accompanying Material | CD-ROM |
| 502 ## - DISSERTATION NOTE | |
| Department | Department of Electrical Engineering |
| Faculty | Faculty of Engineering |
| Name of granting institution | University of Moratuwa |
| Year of Granted | 2021 |
| 658 ## - INDEX TERM--CURRICULUM OBJECTIVE | |
| Degree Type | MSc (Major Component Research) |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| URL | <a href="http://dl.lib.uom.lk/handle/123/22540">http://dl.lib.uom.lk/handle/123/22540</a> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | BATTERY MANAGEMENT SYSTEM |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | DEEP LEARNING |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | PYTHON |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | PREDICTION |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | KALMAN FILTER |
| 9 (RLIN) | 13728 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | STATE OF CHARGE |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | TIME SERIES FORECASTING |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | ELECTROTHERMAL BATTERY MODEL |
| 9 (RLIN) | 27321 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | PARAMETERIZATION |
| 9 (RLIN) | 9593 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | VALIDATION |
| 9 (RLIN) | 288 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | HEAT GENERATION |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | ELECTRICAL ENGINEERING – Dissertation |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Use restrictions | Not for loan | Permanent location | Current location | Shelving location | Date acquired | Source of acquisition | Shelving Number | Full call number | Barcode | Date last seen | Donation number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Restricted Access | Not For Loan | Library, University of Moratuwa | Library, University of Moratuwa | Thesis Collection | 16/03/2023 | Donations | DEE 03/38 | 621.3(043) | TH5091 | 16/03/2023 | LB/TH/08/2023 | 16/03/2023 | Thesis |