Early FDI Based on Residuals Design According to the Analysis of Models of Faults: Application to DAMADICS

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td align="center" colspan="4">Model of faults FM<svg height="16.625" id="M166" style="vertical-align:-3.56265pt" version="1.1" viewbox="0 0 19.075001 16.625" width="19.075001" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg></td></tr><tr><td align="left">Fault Cand. <svg height="20.362499" id="M167" style="vertical-align:-6.53424pt" version="1.1" viewbox="0 0 16.6875 20.362499" width="16.6875" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg><br/>(1000, 1000, 451)</td><td align="center"><svg height="18.362499" id="M169" style="vertical-align:-5.76988pt" version="1.1" viewbox="0 0 22.4375 18.362499" width="22.4375" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg><br/>(1000, 1000, 451)</td><td align="center"><svg height="18.362499" id="M170" style="vertical-align:-5.76988pt" version="1.1" viewbox="0 0 19.424999 18.362499" width="19.424999" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg><br/>(1000, 1000, 451) </td></tr><tr><td align="center" colspan="4"><hr/></td></tr><tr><td align="left"><i>f1</i></td><td align="center">14.96</td><td align="center">20.02</td><td align="center">25.00</td></tr><tr><td align="left"><i>f2</i></td><td align="center">9.94</td><td align="center">11.23</td><td align="center">15.00</td></tr><tr><td align="left"><i>f3</i></td><td align="center">10.03</td><td align="center">14.79</td><td align="center">17.88</td></tr><tr><td align="left"><i>f4</i></td><td align="center">9.99</td><td align="center">14.29</td><td align="center">17.44</td></tr><tr><td align="left"><i>f5</i></td><td align="center">10.01</td><td align="center">13.47</td><td align="center">16.78</td></tr><tr><td align="left"><i>f6</i></td><td align="center">10.01</td><td align="center">18.13</td><td align="center">20.71</td></tr><tr><td align="left"><i>f7</i></td><td align="center">14.15</td><td align="center">20.02</td><td align="center">24.52</td></tr><tr><td align="left"><i>f8</i></td><td align="center">10.01</td><td align="center">13.57</td><td align="center">16.86</td></tr><tr><td align="left"><i>f9</i></td><td align="center">10.08</td><td align="center">13.65</td><td align="center">16.97</td></tr><tr><td align="left"><i>f10</i></td><td align="center">11.33</td><td align="center">16.65</td><td align="center">20.14</td></tr><tr><td align="left"><i>f11</i></td><td align="center">9.93</td><td align="center">13.59</td><td align="center">16.83</td></tr><tr><td align="left"><i>f12</i></td><td align="center">8.12</td><td align="center">11.01</td><td align="center">13.68</td></tr><tr><td align="left"><i>f13</i></td><td align="center">10.09</td><td align="center">20.01</td><td align="center">22.41</td></tr><tr><td align="left"><i>f14</i></td><td align="center">10.01</td><td align="center">13.57</td><td align="center">16.86</td></tr><tr><td align="left"><i>f15</i></td><td align="center"><i>0.53</i></td><td align="center"><i>0.24</i></td><td align="center"><i>0.58</i></td></tr><tr><td align="left"><i>f16</i></td><td align="center">11.30</td><td align="center">16.42</td><td align="center">19.93</td></tr><tr><td align="left"><i>f17</i></td><td align="center">10.19</td><td align="center">15.29</td><td align="center">18.37</td></tr><tr><td align="left"><i>f18</i></td><td align="center">10.01</td><td align="center">20.02</td><td align="center">22.38</td></tr><tr><td align="left"><i>f19</i></td><td align="center">10.01</td><td align="center">8.65</td><td align="center">13.23</td></tr><tr><td align="left">Fault free</td><td align="center">10.01</td><td align="center">13.57</td><td align="center">16.86</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Multistep diagnosis according to the bank of models of faults.

Advances in Artificial Neural Systems

tab6

Table 6

Table 6: Early FDI Based on Residuals Design According to the Analysis of Models of Faults: Application to DAMADICS 