Abstract
This paper presents a new adaptive excitation control for power system based on wavelet network. An application of wavelet networks to nonlinear excitation control of a power system is presented in this manuscript. A wavelet network is constructed as an alternative to a neural network to approximate a nonlinear system. Based on this wavelet network approximation, suitable adaptive control and appropriate parameter update algorithm are developed to force the nonlinear unknown power system to track a prescribed trajectory with desired dynamic performance. It is shown that the effects of approximation errors can be attenuated to a specific attenuation level using the proposed adaptive wavelet network control scheme. A single machine infinite bus system with uncertain fault location is presented to illustrate the proposed design procedure and exhibit its performance.
| Original language | English |
|---|---|
| Title of host publication | IEEE International Symposium on Industrial Electronics |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 260-265 |
| Number of pages | 6 |
| ISBN (Print) | 9781479923991 |
| DOIs | |
| Publication status | Published - 2014 |
| Event | 2014 IEEE 23rd International Symposium on Industrial Electronics, ISIE 2014 - Istanbul, Turkey Duration: Jun 1 2014 → Jun 4 2014 |
Other
| Other | 2014 IEEE 23rd International Symposium on Industrial Electronics, ISIE 2014 |
|---|---|
| Country | Turkey |
| City | Istanbul |
| Period | 6/1/14 → 6/4/14 |
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Keywords
- Adaptive control
- Nonlinear excitation control
- Wavelet network
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Control and Systems Engineering
Cite this
Wavelet-based adaptive nonlinear power system excitation control. / Yousef, Hassan; Al-Badi, M.; Soliman, Hisham M.
IEEE International Symposium on Industrial Electronics. Institute of Electrical and Electronics Engineers Inc., 2014. p. 260-265 6864621.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Wavelet-based adaptive nonlinear power system excitation control
AU - Yousef, Hassan
AU - Al-Badi, M.
AU - Soliman, Hisham M.
PY - 2014
Y1 - 2014
N2 - This paper presents a new adaptive excitation control for power system based on wavelet network. An application of wavelet networks to nonlinear excitation control of a power system is presented in this manuscript. A wavelet network is constructed as an alternative to a neural network to approximate a nonlinear system. Based on this wavelet network approximation, suitable adaptive control and appropriate parameter update algorithm are developed to force the nonlinear unknown power system to track a prescribed trajectory with desired dynamic performance. It is shown that the effects of approximation errors can be attenuated to a specific attenuation level using the proposed adaptive wavelet network control scheme. A single machine infinite bus system with uncertain fault location is presented to illustrate the proposed design procedure and exhibit its performance.
AB - This paper presents a new adaptive excitation control for power system based on wavelet network. An application of wavelet networks to nonlinear excitation control of a power system is presented in this manuscript. A wavelet network is constructed as an alternative to a neural network to approximate a nonlinear system. Based on this wavelet network approximation, suitable adaptive control and appropriate parameter update algorithm are developed to force the nonlinear unknown power system to track a prescribed trajectory with desired dynamic performance. It is shown that the effects of approximation errors can be attenuated to a specific attenuation level using the proposed adaptive wavelet network control scheme. A single machine infinite bus system with uncertain fault location is presented to illustrate the proposed design procedure and exhibit its performance.
KW - Adaptive control
KW - Nonlinear excitation control
KW - Wavelet network
UR - http://www.scopus.com/inward/record.url?scp=84907360927&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84907360927&partnerID=8YFLogxK
U2 - 10.1109/ISIE.2014.6864621
DO - 10.1109/ISIE.2014.6864621
M3 - Conference contribution
SN - 9781479923991
SP - 260
EP - 265
BT - IEEE International Symposium on Industrial Electronics
PB - Institute of Electrical and Electronics Engineers Inc.
ER -