Multiple Soft Fault Diagnosis of Nonlinear DC Circuits Considering Component Tolerances

This paper is devoted to multiple soft fault diagnosis of analog nonlinear circuits. A two-stage algorithm is offered enabling us to locate the faulty circuit components and evaluate their values, considering the component tolerances. At first a preliminary diagnostic procedure is performed, under the assumption that the non-faulty components have nominal values, leading to approximate and tentative results. Then, they are corrected, taking into account the fact that the non-faulty components can assume arbitrary values within their tolerance ranges. This stage of the algorithm is carried out using the linear programming method. As a result some ranges are obtained including possible values of the faulty components. The proposed approach is illustrated with two numerical examples.

[1]  Gene H. Golub,et al.  Matrix computations (3rd ed.) , 1996 .

[2]  Jerzy Rutkowski,et al.  Genetic-Algorithm-Based Method for Optimal Analog Test Points Selection , 2007, IEEE Transactions on Circuits and Systems II: Express Briefs.

[3]  Stanislaw Osowski,et al.  Support Vector Machine for soft fault location in electrical circuits , 2011, J. Intell. Fuzzy Syst..

[4]  Michal Tadeusiewicz,et al.  Multiple catastrophic fault diagnosis of analog circuits considering the component tolerances , 2012, Int. J. Circuit Theory Appl..

[5]  Dong Liu,et al.  A generalized fault diagnosis method in dynamic analogue circuits , 2002, Int. J. Circuit Theory Appl..

[6]  Wojciech Toczek Analog fault signature based on sigma-delta modulation and oscillation-test methodology , 2004 .

[7]  Janusz A. Starzyk,et al.  A generalized fault diagnosis in dynamic analog circuits , 2002 .

[8]  Michal Strzelecki,et al.  Parametric testing of mixed-signal circuits by ANN processing of transient responses , 1996, J. Electron. Test..

[9]  Alok Barua,et al.  Fault diagnosis of analog integrated circuits , 2005 .

[10]  Artur Robotycki,et al.  Fault diagnosis of analog piecewise linear circuits based on homotopy , 2002, IEEE Trans. Instrum. Meas..

[11]  Jerzy Rutkowski,et al.  FAULT DIAGNOSIS IN ANALOG ELECTRONIC CIRCUITS - THE SVM APPROACH , 2009 .

[12]  Wei Zhang,et al.  SOFT-FAULT DIAGNOSIS OF ANALOG CIRCUIT WITH TOLERANCE USING FNLP , 2010 .

[13]  Farzan Aminian,et al.  A Modular Fault-Diagnostic System for Analog Electronic Circuits Using Neural Networks With Wavelet Transform as a Preprocessor , 2007, IEEE Transactions on Instrumentation and Measurement.

[14]  J.W. Bandler,et al.  Fault diagnosis of analog circuits , 1985, Proceedings of the IEEE.

[15]  Andrzej Pulka Two Heuristic Algorithms for Test Point Selection in Analog Circuit Diagnoses , 2011 .

[16]  M. Tadeusiewicz,et al.  An algorithm for soft-fault diagnosis of linear and nonlinear circuits , 2002 .

[17]  Gene H. Golub,et al.  Matrix computations , 1983 .

[18]  Michał Tadeusiewicz,et al.  A method for fault diagnosis in linear electronic circuits , 2000, Int. J. Circuit Theory Appl..

[19]  W. Hochwald,et al.  A dc approach for analog fault dictionary determination , 1979 .

[20]  M. Ossowski,et al.  Analog circuits diagnosis using discrete wavelet transform of supply current , 2009 .

[21]  小沢 孝夫 Analog methods for computer-aided circuit analysis and diagnosis , 1988 .

[22]  Wojciech Toczek,et al.  A neural network based system for soft fault diagnosis in electronic circuits , 2005 .

[23]  Stefano Manetti,et al.  On the application of symbolic techniques to the multiple fault location in low testability analog circuits , 1998 .

[24]  Dong Liu,et al.  Entropy-based optimum test points selection for analog fault dictionary techniques , 2004, IEEE Transactions on Instrumentation and Measurement.

[25]  Michal Tadeusiewicz,et al.  A method for fast simulation of multiple catastrophic faults in analogue circuits , 2010, Int. J. Circuit Theory Appl..

[26]  Michał Tadeusiewicz,et al.  An algorithm for multiple fault diagnosis in analogue circuits: Research Articles , 2006 .

[27]  Ada Fort,et al.  Soft fault detection and isolation in analog circuits: some results and a comparison between a fuzzy approach and radial basis function networks , 2002, IEEE Trans. Instrum. Meas..

[28]  Gerardus Sierksma,et al.  Linear and integer programming - theory and practice , 1999, Pure and applied mathematics.

[29]  Guohui Zhao,et al.  Soft Fault Diagnosis in Analog Circuit Based on Fuzzy and Direction Vector , 2009, 2009 IEEE Circuits and Systems International Conference on Testing and Diagnosis.

[30]  B. Bartosinski,et al.  Application of Complementary Signals in Built-In Self Testers for Mixed-Signal Embedded Electronic Systems , 2010, IEEE Transactions on Instrumentation and Measurement.