DocumentCode
2538690
Title
Flexible optimal power flow: Approach and implementation
Author
Zhao, Hong-shan ; Chiang, Hsiao-Dong
Author_Institution
Dept. of Electr. Eng., North China Electr. Power Univ., Baoding
fYear
2008
fDate
20-24 July 2008
Firstpage
1
Lastpage
6
Abstract
This paper describes a solution of flexible optimal power flow (FOPF) with automatic differentiation (AD) and interval analysis (IA) techniques without hand code for evaluating Jacobian and Hessian matrices in optimization. Another benefit using AD and IA can improve the calculating accuracy of objective function and constraints to avoid the truncation error and rounding error. The conception of flexibility design for the OPF is proposed, the flexibility means the ease of changing the systempsilas requirements with a relatively small increase in complexity and rework, and ease of utilizing to user. In this paper the flexibility of OPF includes two aspects: from program designerpsilas viewpoint, it supports different solution algorithms and conveniently extends new functions; from user viewpoint, user can easily modify and add/delete objective function and constraints in optimization. A primal dual interior point algorithm with AD and IA techniques is described in detail. Finally, some computational tests for flexibility of OPF are given and show that the proposed method of FOPF is feasible and reasonable.
Keywords
Hessian matrices; Jacobian matrices; load flow; Hessian matrices; Jacobian matrices; automatic differentiation; flexible optimal power flow; interval analysis techniques; primal dual interior point algorithm; rounding error; truncation error; Accuracy; Algorithm design and analysis; Constraint optimization; Finite wordlength effects; Jacobian matrices; Load flow; Packaging; Power system analysis computing; Power system planning; Roundoff errors; INTLAB; automatic differentiation; flexibility; interval analysis; optimal power flow; optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE
Conference_Location
Pittsburgh, PA
ISSN
1932-5517
Print_ISBN
978-1-4244-1905-0
Electronic_ISBN
1932-5517
Type
conf
DOI
10.1109/PES.2008.4596490
Filename
4596490
Link To Document