Second-order sliding mode observers for fault reconstruction in power networks

被引:24
作者
Mellucci, Chiara [1 ]
Menon, Prathyush P. [1 ]
Edwards, Christopher [1 ]
Ferrara, Antonella [2 ]
机构
[1] Univ Exeter, Coll Engn Math & Phys Sci, Exeter, Devon, England
[2] Univ Pavia, Dept Ind & Informat Engn, Pavia, Italy
关键词
observers; variable structure systems; power system faults; power system control; differential algebraic equations; second-order sliding mode observer design; fault reconstruction; load altering fault reconstruction; multivariable super-twisting structure; IEEE benchmark power networks; DAEs; detection scheme; phase angles; generators; differential state estimation; IEEE 14-bus networks; IEEE 9-bus network; algebraic state estimation; DESCRIPTOR SYSTEMS; DESIGN;
D O I
10.1049/iet-cta.2017.0249
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study proposes a two-sliding mode (SM) observer to detect and reconstruct a certain class of load altering faults in a power network. The observer design is based on the recently proposed multivariable super-twisting structure. The IEEE benchmark power networks used to test the scheme are modelled as a semi-explicit class of differential algebraic equations (DAEs). For the purpose of developing the detection scheme, only the phase angles of the generators are measured, which represent a subset of the differential states of the DAEs. The objective is to estimate the differential states (the phase angles and frequencies of the generators), the algebraic states (the phase angles of the load bus tensions) and to reconstruct a class of load altering faults affecting the network. The proposed observer is assessed in simulation on two IEEE benchmarks: the 9-bus and 14-bus networks, so as to verify its capability to correctly estimate the differential and algebraic states of the network in spite of its complexity and uncertainty. Moreover, the capability of the proposed scheme to detect the presence of a load altering fault, to exactly identify its position in the network, and to precisely reconstruct the shape of the fault itself is shown and discussed.
引用
收藏
页码:2772 / 2782
页数:11
相关论文
共 28 条
[1]  
[Anonymous], 1989, SINGULAR CONTROL SYS, DOI DOI 10.1007/BFB0002475
[2]   A Supertwisting Algorithm for Systems of Dimension More Than One [J].
Basin, Michael V. ;
Rodriguez Ramirez, Pablo Cesar .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (11) :6472-6480
[3]   An Observer-Based Diagnosis Scheme for Single and Simultaneous Open-Switch Faults in Induction Motor Drives [J].
Campos-Delgado, D. U. ;
Espinoza-Trejo, D. R. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (02) :671-679
[4]   Implementation of Super-Twisting Control: Super-Twisting and Higher Order Sliding-Mode Observer-Based Approaches [J].
Chalanga, Asif ;
Kamal, Shyam ;
Fridman, Leonid M. ;
Bandyopadhyay, Bijnan ;
Moreno, Jaime A. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2016, 63 (06) :3677-3685
[6]   Second-order sliding-mode observer for mechanical systems [J].
Davila, J ;
Fridman, L ;
Levant, A .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (11) :1785-1789
[7]   Sliding mode observers for fault detection and isolation [J].
Edwards, C ;
Spurgeon, SK ;
Patton, RJ .
AUTOMATICA, 2000, 36 (04) :541-553
[8]  
Kundur P, 1994, POWER SYSTEM STABILI
[9]   Extended State Observer-Based Sliding-Mode Control for Three-Phase Power Converters [J].
Liu, Jianxing ;
Vazquez, Sergio ;
Wu, Ligang ;
Marquez, Abraham ;
Gao, Huijun ;
Franquelo, Leopoldo G. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2017, 64 (01) :22-31
[10]   Detection of Faults and Attacks Including False Data Injection Attack in Smart Grid Using Kalman Filter [J].
Manandhar, Kebina ;
Cao, Xiaojun ;
Hu, Fei ;
Liu, Yao .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2014, 1 (04) :370-379