A trajectory piecewise-linear approach to nonlinear model order reduction of wind farms
File(s)FINAL FILE.pdf (2.12 MB)
Accepted version
Author(s)
Rois, Husni
Kunjumuhammed, Linash PK
Pal, BC
Adamczyk, Andrzej
Vershinin, Konstantin
Type
Journal Article
Abstract
This paper presents a method to develop computationally efficient dynamic model of a wind farm suitable for large disturbance simulation. The method based on a Trajectory Piecewise Linear (TPWL) approximation uses single and multiple training trajectory to develop a nonlinear reduced order model (ROM). Simulation results using a small demonstration wind farm system and a large practical wind farm system are discussed to demonstrate the effectiveness of the model in capturing dynamic behaviour of wind farm following large disturbances.
Date Issued
2020-04-01
Date Acceptance
2019-04-14
Citation
IEEE Transactions on Sustainable Energy, 2020, 11 (2), pp.894-905
ISSN
1949-3029
Publisher
Institute of Electrical and Electronics Engineers
Start Page
894
End Page
905
Journal / Book Title
IEEE Transactions on Sustainable Energy
Volume
11
Issue
2
Copyright Statement
© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor
Engineering & Physical Science Research Council (EPSRC)
Grant Number
EP/L014343/1
Subjects
0906 Electrical and Electronic Engineering
0915 Interdisciplinary Engineering
Publication Status
Published
Date Publish Online
2019-04-18