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Analysis Of Portevin-Le Châtelier Effect Data Using Diffferent Sample Entropy Measures Cover

Analysis Of Portevin-Le Châtelier Effect Data Using Diffferent Sample Entropy Measures

By: Marzena MUCHA  
Open Access
|Dec 2025

Figures & Tables

Fig. 1.

Visualization of coarse-grain method
Visualization of coarse-grain method

Fig. 2.

Sample Entropy for different scale parameters
Sample Entropy for different scale parameters

Fig. 3.

Sum of reactions vs. time for low strain rate (a), medium strain rate (b), high strain rate (c), zoomed-in view of the selected area for medium strain rate (d)
Sum of reactions vs. time for low strain rate (a), medium strain rate (b), high strain rate (c), zoomed-in view of the selected area for medium strain rate (d)

Fig. 4.

Sample Entropy for PLC effect and equal time steps (0.001s). Summary for Tabs. 5 and 6
Sample Entropy for PLC effect and equal time steps (0.001s). Summary for Tabs. 5 and 6

Fig. 5.

Sample Entropy 2d for PLC effect
Sample Entropy 2d for PLC effect

Fig. 6.

Sample Entropy for different scale parameters
Sample Entropy for different scale parameters

Sample Entropy for medium strain rate, equal time steps (0_001s), range 3 s to 13 s (SampEnA) and range of 32 s to 42 s (SampEnB)

Sumple no.SampEnASampEnB
40.052320.12640
50.043910.11078
60.060100.13207

Sample Entropy 2d for PLC effect

Sumple no.SampEn
11.09861
20.68253
30.72350
40.91049
50.97507
61.29142
73.84859
83.00294
9x

Sample Entropy for PLC effect and equal time steps (0_001s)

Sumple no.SampEn
10.01967
20.01475
30.01448
40.12021
50.12062
60.12557
70.23605
80.25310
90.29345

Sample Entropy for White Noise

No. of pointsMeanStd. devMinMax
1002.580.591.493.81
3002.510.192.132.94
5002.470.122.222.79
6002.490.102.252.70
7002.470.092.292.72
8002.490.0662.342.65
9002.480.0592.352.61
10002.480.0552.352.62
20002.470.0332.372.57
100002.470.00692.462.49

Observation summary of DIC data

Strain rateBands behaviorPLC type
LownucleatingC
Mediumtravelling and hoppingA+B
HightravellingA

Results summary for PLC types

PLC typeABC
Temperaturelowmediumhigh
Strain ratehighmediumlow
Band movementpropagativehoppingnucleating
Sarkar et al. 2010 [16]highmediumlow
Xu et al. 2021 [17]lowhighmedium
SampEnhighmediumlow
SampEn2dhigh-low

PLC types considered in literature

PLC typeABC
Temperaturelowmediumhigh
Strain ratehighmediumlow
Band movementpropagativehoppingnucleating
Sarkar et al. 2010 [16]highmediumlow
Xu et al. 2021 [17]lowhighmedium

Sample Entropy 2d for white noise

No. of pointsMeanStd. devMinMax
1000.840.220.471.88
3000.760.100.541.05
5000.770.0930.541.02
7000.760.0780.580.94
8000.740.0720.610.95
9000.750.060.590.88
10000.760.060.590.9
20000.750.0470.650.87
100000.750.0280.720.8
DOI: https://doi.org/10.2478/ama-2025-0080 | Journal eISSN: 2300-5319 | Journal ISSN: 1898-4088
Language: English
Page range: 710 - 718
Submitted on: Feb 11, 2025
Accepted on: Nov 30, 2025
Published on: Dec 19, 2025
Published by: Bialystok University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2025 Marzena MUCHA, published by Bialystok University of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.