Robust Model-Based Fault Diagnosis for Dynamic Systems
Citations
2,455 citations
Additional excerpts
...…Rengaswamy, Kavuri, et al., 2003; Willsky, 1976) and books (Barron, 1996; Basseville & Benveniste, 1986; Basseville & Nikiforov, 1993; Chen & Patton, 1999; Chiang et al., 2001; Gertler, 1998; Gustafsson, 2000; Himmelblau, 1978; Isermann, 2006; Mangoubi, 1998; Patton et al., 1989;…...
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...…Kavuri, & Yin, 2003; Willsky, 1976; Zhong, Fang, & Ye, 2007) and books (Barron, 1996; Basseville & Benveniste, 1986; Basseville & Nikiforov, 1993; Chen & Patton, 1999; Chiang, Russell, & Braatz, 2001; Gertler, 1998; Gustafsson, 2000; Himmelblau, 1978; Isermann, 2006; Mangoubi, 1998; Natke…...
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2,263 citations
Cites background from "Robust Model-Based Fault Diagnosis ..."
...Voting systems in isolation do not take advantage of singly or even doubly redundant sensors and hence ignore potential information....
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2,088 citations
Cites background from "Robust Model-Based Fault Diagnosis ..."
...While [76] covers a wide spectrum of the model-based FDI technique, [25] is dedicated to the robustness issues in dealing with the observer-based FDI schemes....
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...Definitions of fault detectability and isolability can be found in the books published recently, for instance [15, 25, 76, 142]....
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...The next two monographs, published by Gertler in 1998 [76] and by Chen and Patton in 1999 [25], address different issues of the model-based FDI technique....
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2,026 citations
Cites background from "Robust Model-Based Fault Diagnosis ..."
...model or frequency-domain input–output model, which is well revisited by the books [40], [41], [82]....
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1,344 citations
Additional excerpts
...Different approaches for fault-detection using mathematical models have been developed in the last 20 years, see, e.g., ( Chen & Patton, 1999; Frank, 1990; Gertler, 1998; Himmelblau, 1978; Isermann, 1984, 1997; Patton, Frank, & Clark, 2000; Willsky, 1976)....
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References
52,797 citations
18,803 citations
"Robust Model-Based Fault Diagnosis ..." refers methods in this paper
...The main idea is to use the Takagi-Sugeno fuzzy model (Takagi and Sugeno, 1985)....
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...A Takagi-Sugeno (T-S) fuzzy model is a simple way to describe a non-linear dynamic system using locally linearized linear models (Takagi and Sugeno, 1985)....
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11,085 citations
"Robust Model-Based Fault Diagnosis ..." refers methods in this paper
...(5) can be solved using the Linear Matrix Inequality (LMI) method (Boyd et al., 1994)....
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...These inequalities can be efficiently solved via numerical approach within the LMI framework (Boyd et al., 1994)....
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3,576 citations
Additional excerpts
...Eckart-Young Theorem (Eckart and Young, 1936; Tufts et al., 1982): Let A be an m x n matrix of rank r which has complex elements....
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2,416 citations
"Robust Model-Based Fault Diagnosis ..." refers background or methods in this paper
...Generalized Likelihood Ratio (GLR) testing and Sequential Probability Ratio Testing (SPRT) (Willsky, 1976; Basseville, 1988) can be used to examine the residual and, subsequently to diagnose faults....
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..., 1975; Clark, 1979; Frank, 1987; Frank, 1990; Patton and Kangethe, 1989; Patton and Chen, 1997) or Kalman filter(s) in a stochastic setting (Mehra and Peschon, 1971; Willsky, 1976; Frank, 1987; Basseville, 1988; Tzafestas and Watanabe, 1990; Da and Lin, 1996; Zolghadri, 1996; Sohlberg, 1998)....
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...• Sequential probability ratio testing (SPRT) (Wald, 1947; Willsky, 1976; Tzafestas and Watanabe, 1990; Grainger, Holst, Isaksson and Ninness, 1995) and modified SPRT (Gai and Gurry, 1977; Speyer and White, 1984; Tzafestas and Watanabe, 1990)....
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...Many variants of the idea of hypothesis testing for FDI have been published since (Willsky, 1976; Basseville, 1988; Tzafestas and Watanabe, 1990; Nikoukhah, 1994; Chang and Chen, 1995; Zolghadri, 1996; Basseville, 1997; Sohlberg, 1998)....
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...10 Fault Diagnosis for Stochastic Systems For stochastic systems, the FDI is based on statistical testing of the residuals (Willsky, 1976; Basseville and Benveniste, 1986; Basseville, 1988; Tzafestas and Watanabe, 1990; Basseville and Nikiforov, 1993; Da and Lin, 1996; Zolghadri, 1996; Basseville, 1997; Sohlberg, 1998), for example:...
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