政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/75842

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 111316/142225 (78%)
Visitors : 48392458 Online Users : 803

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 商學院 > 資訊管理學系 > 會議論文 > Item 140.119/75842

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/75842

Title:	One-day-ahead load forecast using an adaptive approach
Authors:	Xia, X.;Rui, X.;Bai, X.;Wang, H.;Jin, F.;Yin, W.;Dong, J.;Lee, Hsin Ying
Contributors:	資管系
Keywords:	Forecasting;adpative strategy;Hybrid method;Load forecast;period refinement scheme;power system;Electric load forecasting
Date:	2014-11
Issue Date:	2015-06-16 15:55:00 (UTC+8)
Abstract:	Electrical load forecasting is vitally important to modern power system planning, operation, and control. In this paper, by focusing on historical load data and calendar factors, we present a hybrid method using period refinement scheme and adaptive strategy for building peak hour period and off-peak hour period models in day-of-week for one-day-ahead for load forecasting. They are evaluated using three full years of Shenzhen city electricity load data. Experimental results shows the adaptive model for each period, confirm good accuracy of the proposed approach to load forecasting and indicate that it has better forecasting accuracy than traditional ANN method.
Relation:	Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2014, 17 November 2014, 論文編號 6960755, Pages 382-387, 2014 IEEE International Conference on Service Operations and Logistics, and Informatics, SOLI 2014; Qingdao; China; 8 October 2014 到 10 October 2014; 類別編號CFP14SOL-ART; 代碼 109304
Data Type:	conference
DOI 連結:	http://dx.doi.org/10.1109/SOLI.2014.6960755
DOI:	10.1109/SOLI.2014.6960755
Appears in Collections:	[資訊管理學系] 會議論文

Files in This Item:

File	Description	Size	Format
index.html		0Kb	HTML2	903	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...