Abstract

The letter proposes frequency stability in power systems with input delay. A closed loop system can be oscillatory or even unstable without the exact knowledge of delay. Therefore, it is desirable to design a control scheme which is based on the estimation of unknown delay. The proposed design consists of an infinite dimensional observer with an adaptive time delay estimation and a sliding mode controller (SMC). The merit of the proposed concept lies in the fact that the unknown delay is valued by just estimating the smallest delay segment. The controller input is obtained from a set of sequential observers that predicts the system states and ensures asymptotic stability of the closed loop system with input delay estimation. The existence of sliding mode and the closed loop system stability is proved thanks to the Lyapunov and Lyapunov–Krasovskii candidate functionals, respectively. Simulation results confirm the effectiveness of the proposed design.

References

1.
Ai
,
B.
,
Sentis
,
L.
,
Paine
,
N.
,
Han
,
S.
,
Mok
,
A.
, and
Fok
,
C. L.
,
2016
, “
Stability and Performance Analysis of Time Delayed Actuator Control Systems
,”
ASME J. Dyn. Sys., Meas., Control
,
138
(
5
), p.
051005
. 10.1115/1.4032461
2.
Pappachen
,
A.
, and
Fathima
,
A. P.
,
2017
, “
Critical Research Area on Load Frequency Control Issues in a Deregulated Power System: A State-of-the-Art-of-Review
,”
Renewable Sustainable Energy Rev.
,
72
, pp.
163
177
. 10.1016/j.rser.2017.01.053
3.
Mi
,
Y.
,
Hao
,
X.
,
Liu
,
Y.
,
Fu
,
Y.
,
Wang
,
C.
,
Wang
,
P.
, and
Loh
,
P. C.
,
2017
, “
Sliding Mode Load Frequency Control for Multi Area Time Delay Power System With Wind Power Integration
,”
IET Gen. Trans. Dist.
,
11
(
18
), pp.
4644
4653
. 10.1049/iet-gtd.2017.0600
4.
Yongjaun
,
L.
,
Yang
,
M.
,
Yang
,
Y.
, and
Limin
,
W.
,
2015
, “
The Study
of
Sliding Mode Load Frequency Control for Single Area Time Delay Power System
,”
Proceedings of 27th Chinese Control and Decision Conference
,
Qingdao, China
,
July 20
, pp.
602
607
.
5.
Sun
,
Y.
,
Wang
,
Y.
,
Wei
,
Z.
,
Sun
,
G.
, and
Wu
,
X.
,
2018
, “
Robust Load Frequency Control of Multi Area Power System With Time Delay: A Sliding Mode Control Approach
,”
IEEE/CAA J. Automatica Sinica
,
5
(
2
), pp.
610
617
. 10.1109/JAS.2017.7510649
6.
Onyeka
,
A. E.
,
Gang
,
Y. X.
,
Mao
,
Z.
,
Jiang
,
B.
, and
Zhang
,
Q.
,
2020
, “
Robust Decentralised Load Frequency Control for Interconnected Time Delay Power Systems Using Sliding Mode Techniques
,”
IET Control Theory Appl.
,
14
(
3
), pp.
470
480
. 10.1049/iet-cta.2019.0809
7.
Xiong
,
L.
,
Li
,
H.
, and
Wang
,
J.
,
2018
, “
LMI Based Robust Load Frequency Control for Time Delayed Power System via Delay Margin Estimation
,”
Int. J. Electrical Power Energy Syst.
,
100
, pp.
91
103
. 10.1016/j.ijepes.2018.02.027
8.
Ojaghi
,
P.
, and
Rahmani
,
M.
,
2017
, “
LMI-based Robust Predictive Load Frequency Control for Power Systems With Communication Delays
,”
IEEE Trans. Power Syst.
,
32
(
5
), pp.
4091
4100
. 10.1109/TPWRS.2017.2654453
9.
Jiang
,
L.
,
Yao
,
W.
,
Wu
,
Q. H.
,
Wen
,
J. Y.
, and
Cheng
,
S. J.
,
2012
, “
Delay Dependent Stability for Load Frequency Control With Constant and Time Varying Delay
,”
IEEE Trans. Power Syst.
,
27
(
2
), pp.
932
941
. 10.1109/TPWRS.2011.2172821
10.
Zhang
,
C. K.
,
Jiang
,
L.
,
Wu
,
Q. H.
,
He
,
Y.
, and
Wu
,
M.
,
2013
, “
Delay Dependent Robust Load Frequency Control for Time Delay Power Systems
,”
IEEE Trans. Power Syst.
,
28
(
3
), pp.
2192
2201
. 10.1109/TPWRS.2012.2228281
11.
Prasad
,
S.
,
Purwar
,
S.
, and
Kishore
,
N.
,
2016
, “H
Based Nonlinear Sliding Mode Controller for Frequency Regulation in Interconnected Power Systems With Constant and Time-Varying Delays
,”
IET Generation Transmission Distribution
,
10
(
11
), pp.
2771
2784
. 10.1049/iet-gtd.2015.1475
12.
Yang
,
F.
,
He
,
J.
, and
Pan
,
Q.
,
2018
, “
Further Improvement on Delay-Dependent Load Frequency Control of Power Systems via Truncated B–L Inequality
,”
IEEE Trans. Power Syst.
,
33
(
5
), pp.
5062
5071
. 10.1109/TPWRS.2018.2816814
13.
Wen
,
S.
,
Yu
,
X.
,
Zeng
,
Z.
, and
Wang
,
J.
,
2016
, “
Event-Triggered Load Frequency Control for Multi Area Power System With Communication Delays
,”
IEEE Trans. Ind. Electronics
,
63
(
2
), pp.
1308
1317
. 10.1109/TIE.2015.2399394
14.
Saxena
,
S.
, and
Fridman
,
E.
,
2020
, “
Event Triggered Load Frequency Control via Switching Approach
,”
IEEE Trans. Power Syst.
,
35
(
6
), pp.
4484
4494
. 10.1109/TPWRS.2020.2999488
15.
Zhang
,
H.
,
Liu
,
J.
, and
Xu
,
S.
,
2020
, “H
Load Frequency Control of Networked Power Systems via an Event-Triggered Scheme
,”
IEEE Trans. Ind. Electronics
,
67
(
8
), pp.
7104
7113
. 10.1109/TIE.2019.2939994
16.
Léchappé
,
V.
,
Moulay
,
E.
,
Plestan
,
F.
,
Glumineau
,
A.
, and
Chriette
,
A.
,
2015
, “
New Predictive Scheme for the Control of LTI Systems With Input Delay and Unknown Disturbances
,”
Automatica
,
52
, pp.
179
184
. 10.1016/j.automatica.2014.11.003
17.
Dev
,
A.
,
Léchappé
,
V.
, and
Sarkar
,
M. K.
,
2019
, “
Prediction-Based Super Twisting Sliding Mode Load Frequency Control for Multi-Area Interconnected Power Systems With State and Input Time Delays Using Disturbance Observer
,”
Int. J. Control.
, pp.
1
14
10.1080/00207179.2019.1673487
18.
Noury
,
K.
, and
Yang
,
B.
,
2019
, “
Analytical Statistical Study of Linear Parallel Feedforward Compensators for Nonminimum-Phase Systems
,”
Proceedings of ASME Dynamic Systems and Control Conference
,
Park City, UT
,
Nov. 26
, pp.
1
8
.
19.
Zhou
,
B.
,
Liu
,
Q.
, and
Mazenc
,
F.
,
2017
, “
Stabilization of Linear System With Both Input and State Delays by Observer-Predictors
,”
Automatica
,
83
, pp.
368
377
. 10.1016/j.automatica.2017.06.027
20.
Bandyopadhyay
,
B.
,
Deepak
,
F.
, and
Kim
,
K. S.
,
2009
,
Sliding Mode Control Using Novel Sliding Surfaces
,
Springer
,
Berlin Heidelberg
, Chap. 1.
21.
Xinghuo
,
Y.
, and
Mehmet
,
O. E.
,
2015
,
Recent Advances in Sliding Modes: From Control to Intelligent Mechatronics
,
Springer
,
Cham
, Chap. 2.
22.
Novella-Rodriguez
,
D. F.
,
Witrant
,
E.
,
Del-Muro-Cuellar
,
B.
, and
Marquez-Rubio
,
J. F.
,
2019
, “
Adaptive Multi Observer Design for Systems With Unknown Long Input Delay
,”
IFAC-PapersOnline
,
52
(
18
), pp.
37
42
. 10.1016/j.ifacol.2019.12.203
23.
Wu
,
M.
,
He
,
Y.
, and
She
,
J. H.
,
2010
,
Stability Analysis and Robust Control of Time Delay Systems
,
Springer
,
Berlin, Heidelberg
, Chap. 3.
24.
Sarkar
,
M. K.
,
Dev
,
A.
,
Asthana
,
P.
, and
Narzary
,
D.
,
2018
, “
Chattering Free Robust Adaptive Integral Higher Order Sliding Mode Control for Load Frequency Problems in Multi Area Power Systems
,”
IET Control Theory Appl.
,
12
(
9
), pp.
1216
1227
. 10.1049/iet-cta.2017.0735
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