A Statistical Approach of Analog Circuit Fault Detection Utilizing Kolmogorov–Smirnov Test Method

Srimani, Supriyo; Parai, Manas Kumar; Ghosh, Krishnendu; Rahaman, Hafizur

doi:10.1007/s00034-020-01572-x

Cited by 18 publications

(3 citation statements)

References 23 publications

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“…Such an equation, even for linear systems, is nonlinear, and its solution requires the application of appropriate numerical procedures. This problem does not exist in the approaches devoted to detecting or classifying defects belonging to predefined classes [9,18,21,31,35]. A sketch of the diagnostic procedure, which proposes using the integer algorithm concept described in the previous sections, is presented below.…”

Section: Sketch Of the Methods For Fault Diagnosis And Examplesmentioning

confidence: 99%

Integer Algorithm: A Useful Tool for Fault Diagnosis of Analog Circuits

Tadeusiewicz

Hałgas

2023

Circuits Syst Signal Process

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This paper presents an efficient numerical method to solve systems of nonlinear algebraic equations. The method uses a homotopy simplicial approach associated with an integer algorithm. The integer algorithm is discussed in detail and supplemented with original procedures that play an essential role during computation. The fundamental problem of initial simplex generation was solved using the bounded variable simplex optimization method. Efficient root finding of nonlinear equations has wide applications in numerical mathematics and various engineering problems. The proposed method was applied to solve nonlinear equations that arise during the diagnostics of multiple parametric faults in electronic circuits. Circuits made with surface mount technology were considered, as well as circuits designed in complementary metal-oxide-semiconductor and bipolar technology. A universal diagnostic procedure enables testing different circuit classes using standard measurement equipment. Laboratory and numerical experiments demonstrate that the proposed diagnostic procedure is effective.

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Section: Sketch Of the Methods For Fault Diagnosis And Examplesmentioning

confidence: 99%

Integer Algorithm: A Useful Tool for Fault Diagnosis of Analog Circuits

Tadeusiewicz

Hałgas

2023

Circuits Syst Signal Process

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“…Normality tests, namely the Kolmogorov–Smirnov Test and the Shapiro–Wilk Test were computed. The results indicate that the p -value is lower than 0.05 for both tests, which means that the data does not follow a normal distribution [ 75 , 76 ]. However, as in social sciences a certain deviation from normality is acceptable [ 77 ], despite the results of the Kolmogorov–Smirnov Test and the Shapiro–Wilk Test, skewness’ values between ± 2/3, and kurtosis between ±7/10 are accepted [ 78 ].…”

Section: Methodsmentioning

confidence: 99%

Dance Is for All: A Social Marketing Intervention with Children and Adolescents to Reduce Prejudice towards Boys Who Dance

Silva

Sá

Silva

et al. 2021

IJERPH

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Dance is proven to offer a myriad of physical, psychological, and social benefits. However, because dance has been frequently perceived as a feminine practice, there is a prevailing prejudice towards boys who dance, making it hard for them to engage in this physical activity. Social marketing has been presented as a promising framework to deal with different social problems, including prejudice, although its effectiveness is still difficult to establish. Drawing on the Theory of Planned Behavior (TPB), a quasi-experimental study involving a sample of 436 children and adolescents, composed of 51.38% boys and 48.62% girls was implemented to measure the effectiveness of a Social Marketing Intervention (SMI) in reducing prejudice towards dance and boys who dance, in particular, and in increasing their intentions to practice this physical activity. The study furthermore aimed to compare the influence of the SMI on participants of two different stages of child development to ascertain when it is most effective to intervene. The questionnaire was used to collect information and included items derived from relevant literature. To assess differences between children and adolescents before and after the SMI, the analysis relied on independent t-tests and paired t-tests. Results suggest positive effects of the SMI on some dimensions of the TPB.

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“…The normality test uses Kolmogorov- Smirnov Model with the support of SPSS Software. The research data will be considered equally distributed when the score exceeds 0.05 (Srimani et al, 2021).…”

Section: Normality Testmentioning

confidence: 99%

Diffusion and implementation of innovation in Binuang agricultural training farmer groups

Kurniawati,

Sumantri,

Marta

et al. 2023

Indonesian Journal of Communications Studies

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To understand the Diffusion of Innovation and its impact on achieving organisational goals, this research investigates the utilisation of the D-Corp Division Model Based on Corporation, an innovative approach implemented within farmer groups and associations to establish the Division of Agricultural Training in Binuang. Employing a quantitative survey method, the study conducts regression analysis to ascertain the significance of relationships between variables. The findings reveal that the Diffusion of innovation variable demonstrates a significant effect on other variables, as evidenced by the tcount value (1.660) exceeding the critical ttable value (3.197) at a level of significance below the table score (0.002 < 0.05). Consequently, the initial hypothesis (a) is accepted, implying that the Diffusion of Innovation does not significantly influence the application of Innovation. On the other hand, the Innovation Variable exhibits a tcount value (5.003) more significant than the critical ttable value (1.660) with an influence score below the table score (0.000 < 0.05). Thus, the second hypothesis is accepted, indicating a substantial partial influence of Innovation on the application of Innovation in this study. Moreover, the Diffusion of Innovation and work innovation have a combined impact on the research data (0.000 < 0.05, Fcount = 34.663 > Ftable = 3.07). Consequently, Ha3 is accepted, signifying a simultaneous correlation between two independent variables: the innovation diffusion variable (X1) and work innovation variable (X2) concerning the application of innovation (Y) variable.

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A Statistical Approach of Analog Circuit Fault Detection Utilizing Kolmogorov–Smirnov Test Method

Cited by 18 publications

References 23 publications

Integer Algorithm: A Useful Tool for Fault Diagnosis of Analog Circuits

Integer Algorithm: A Useful Tool for Fault Diagnosis of Analog Circuits

Dance Is for All: A Social Marketing Intervention with Children and Adolescents to Reduce Prejudice towards Boys Who Dance

Diffusion and implementation of innovation in Binuang agricultural training farmer groups

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