AI SearchForecasting of power distribution load in Tainan district (Record no. 46462)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03841nam a2200433 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260818114246.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 080998 th eng |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b11493033 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT Thesis no.CS-95-12 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Lee, Yean-shin |
| 245 10 - TITLE STATEMENT | |
| Title | Forecasting of power distribution load in Tainan district |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Bangkok : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 1995 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 88 leaves + |
| Accompanying material | 1 online resource |
| 490 1# - SERIES STATEMENT | |
| Series statement | Thesis ; |
| Volume/sequential designation | no. CS-95-12 |
| 500 ## - GENERAL NOTE | |
| General note | A thesis submitted in partial fulfillment of the requirement for the degree of Master of Engineering |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Eng.) - Asian Institute of Technology, 1995 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Although considerable work has been done in the past on the application of some type of systematic approach to electric power forecasting, its application to distribution load forecasting has unfortunately been somewhat neglected, especially the short-term distribution load forecasting for only certain areas like Taiwan Power Company (TPC) Tainan District. Recently years, due to the uprising of environmental protection consciousness, the land acquisition of not only power plants but also secondary substations becomes more difficult than before. Most Districts of TPC will face the embarrassment of power shortage and area rationing of power commodity predictably will be seen more often. In these circumstances, reliable short-term distribution load forecasting tools will enable TPC to plan ahead of time for peak demand and inform their customers as earlier as possible when area rationing is inevitable. Three forecasting approaches namely Neural Network, Box-Jenkins and Winters were investigated through the study cin distribution daily peak load and weekly peak load forecasting for TPC in Tainan District. The results showed that the daily peak load forecasting performance by Box-Jenkins model along with standardization method is the best among the approaches considered. For weekly peak load data the Winters' method gives the best forecasting performance with lead times from one to three weeks. For daily peak load data, the accuracy of forecasting with Box-Jenkins seasonal models is much better than that of non-seasonal models. Moreover, with standardized daily peak load data the forecasting performance is improved significantly. The Backpropagation Networks can not give a good forecasting performance when only time series data are used. |
| 650 10 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Electric power-plants |
| General subdivision | Taiwan |
| -- | Tainan |
| -- | Load |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Huynh, Ngoc Phien, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Do, Ba Khang, |
| Relator term | Examination Committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Nagarur, Nagendra N., |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | R.O.C. Government, |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Thesis ; |
| Volume/sequential designation | no. CS-95-12 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B14996">http://203.159.5.9/ait-thesis/detail.php?q=B14996</a> |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b11493033 |
| b | mnait |
| c | v |
| 902 ## - LOCAL DATA ELEMENT B, LDB (RLIN) | |
| a | 250325 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Operator's initials, OID (RLIN) | 0 |
| Cataloger's initials, CIN (RLIN) | 960624 |
| First date, FD (RLIN) | m |
| -- | a |
| -- | v |
| -- | 0 |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnait |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 945 ## - LOCAL PROCESSING INFORMATION (OCLC) | |
| l | mnarc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 20-AIT Publication |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | 40-Archives |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120675847 |
| CREATED | CREATED : 1996-05-21 |
| RECORD Id | RECORD # : i11758028 |
| LPATRON | LPATRON : 0 |
| LCHKIN | LCHKIN : - |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 0 |
| -- | TOT RENEW : 0 |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120675706 |
| CREATED | CREATED : 1996-05-21 |
| RECORD Id | RECORD # : i1175803x |
| LPATRON | LPATRON : 1011811 |
| LCHKIN | LCHKIN : 2000-08-18 |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 1 |
| -- | TOT RENEW : 0 |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120356299 |
| CREATED | CREATED : 2016-06-14 |
| RECORD Id | RECORD # : i13035903 |
| LPATRON | LPATRON : 0 |
| LCHKIN | LCHKIN : - |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 0 |
| -- | TOT RENEW : 0 |
| 909 ## - LOCAL ITEMS USED | |
| Barcode | Barcode : 30050120914972 |
| CREATED | CREATED : 2019-11-21 |
| RECORD Id | RECORD # : i13231698 |
| LPATRON | LPATRON : 0 |
| LCHKIN | LCHKIN : - |
| RENEWALS | # RENEWALS : 0 |
| -- | # OVERDUE : 0 |
| -- | IUSE3 : 0 |
| -- | TOT CHKOUT : 0 |
| -- | TOT RENEW : 0 |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | 30.00 | AIT Thesis no.CS-95-12 | 30050120675847 | 18/08/2026 | 1 | 18/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | 30.00 | AIT Thesis no.CS-95-12 | 30050120675706 | 18/08/2026 | 2 | 18/08/2026 | 20-AIT Publication | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT Thesis no.CS-95-12 | 30050120356299 | 18/08/2026 | 18/08/2026 | 40-Archives | ||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | 50.00 | AIT Thesis no.CS-95-12 | 30050120914972 | 18/08/2026 | 3 | 18/08/2026 | 20-AIT Publication |