Fast Algorithms for Estimating the Disturbance Inception Time in Power Systems Based on Time Series of Instantaneous Values of Current and Voltage with a High Sampling Rate
approximation;
digital signal processing;
mathematical modeling;
power system;
statistical analysis;
time-series analysis;
EMPIRICAL-MODE DECOMPOSITION;
HILBERT-HUANG TRANSFORM;
QUALITY EVENTS;
S-TRANSFORM;
WAVELET-TRANSFORM;
STOCKWELL-TRANSFORM;
FAULT-DETECTION;
NEURAL-NETWORK;
DECISION TREE;
WINDOWED FFT;
D O I:
10.3390/math10213949
中图分类号:
O1 [数学];
学科分类号:
0701 ;
070101 ;
摘要:
The study examines the development and testing of algorithms for disturbance inception time estimation in a power system using instantaneous values of current and voltage with a high sampling rate. The algorithms were tested on both modeled and physical data. The error of signal extremum forecast, the error of signal form forecast, and the signal value at the so-called joint point provided the basis for the suggested algorithms. The method of tuning for each algorithm was described. The time delay and accuracy of the algorithms were evaluated with varying tuning parameters. The algorithms were tested on the two-machine model of a power system in Matlab/Simulink. Signals from emergency event recorders installed on real power facilities were used in testing procedures. The results of this study indicated a possible and promising application of the suggested methods in the emergency control of power systems.
机构:
Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
Ahmed, A.
;
Sajan, K. S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
Sajan, K. S.
;
Srivastava, A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
Srivastava, A.
;
Wu, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Case Western Reserve Univ, Comp & Data Sci Dept, Cleveland, OH 44106 USA
Pacific Northwest Natl Lab, Richland, WA 99354 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
机构:
Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
Ahmed, A.
;
Sajan, K. S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
Sajan, K. S.
;
Srivastava, A.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA
Srivastava, A.
;
Wu, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Case Western Reserve Univ, Comp & Data Sci Dept, Cleveland, OH 44106 USA
Pacific Northwest Natl Lab, Richland, WA 99354 USAWashington State Univ, Sch Elect Engn & Comp Sci, Pullman, WA 99163 USA