Optimal Observer Design of State Delay Systems
This paper proposes a new method to design the observer for state delay systems such that (i) state estimation errors converge to zero quickly and (ii), at the same time, a quadratic performance measurement of the deviation of estimates from the actual states is minimized for reducing large error du...
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Series: | Mathematical Problems in Engineering |
Online Access: | http://dx.doi.org/10.1155/2019/8493298 |
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doaj-cd4d28bc544f4258b4aaf9ab0ae77cfd2020-11-24T21:33:18ZengHindawi LimitedMathematical Problems in Engineering1024-123X1563-51472019-01-01201910.1155/2019/84932988493298Optimal Observer Design of State Delay SystemsFu-I Chou0Ming-Yang Cheng1Department of Electrical Engineering, National Cheng Kung University, No. 1, University Road, Tainan 701, TaiwanDepartment of Electrical Engineering, National Cheng Kung University, No. 1, University Road, Tainan 701, TaiwanThis paper proposes a new method to design the observer for state delay systems such that (i) state estimation errors converge to zero quickly and (ii), at the same time, a quadratic performance measurement of the deviation of estimates from the actual states is minimized for reducing large error during the transient period of observation. The proposed new approach fuses the merits of both the orthogonal functions approach and evolutionary optimization. One illustrative example is given to verify the effectiveness and efficiency of the proposed new optimization method on performance improvement of state estimations. From the illustrative example, in addition to the asymptotical convergence of the estimated state errors, the performance index for the proposed optimal design approach is clearly much lower than that of the nonoptimal design method.http://dx.doi.org/10.1155/2019/8493298 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Fu-I Chou Ming-Yang Cheng |
spellingShingle |
Fu-I Chou Ming-Yang Cheng Optimal Observer Design of State Delay Systems Mathematical Problems in Engineering |
author_facet |
Fu-I Chou Ming-Yang Cheng |
author_sort |
Fu-I Chou |
title |
Optimal Observer Design of State Delay Systems |
title_short |
Optimal Observer Design of State Delay Systems |
title_full |
Optimal Observer Design of State Delay Systems |
title_fullStr |
Optimal Observer Design of State Delay Systems |
title_full_unstemmed |
Optimal Observer Design of State Delay Systems |
title_sort |
optimal observer design of state delay systems |
publisher |
Hindawi Limited |
series |
Mathematical Problems in Engineering |
issn |
1024-123X 1563-5147 |
publishDate |
2019-01-01 |
description |
This paper proposes a new method to design the observer for state delay systems such that (i) state estimation errors converge to zero quickly and (ii), at the same time, a quadratic performance measurement of the deviation of estimates from the actual states is minimized for reducing large error during the transient period of observation. The proposed new approach fuses the merits of both the orthogonal functions approach and evolutionary optimization. One illustrative example is given to verify the effectiveness and efficiency of the proposed new optimization method on performance improvement of state estimations. From the illustrative example, in addition to the asymptotical convergence of the estimated state errors, the performance index for the proposed optimal design approach is clearly much lower than that of the nonoptimal design method. |
url |
http://dx.doi.org/10.1155/2019/8493298 |
work_keys_str_mv |
AT fuichou optimalobserverdesignofstatedelaysystems AT mingyangcheng optimalobserverdesignofstatedelaysystems |
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1725953765631066112 |