Optimal Maintenance Decision Method for a Sensor Network Based on Belief Rule Base considering Attribute Correlation

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr class="thead"><td class="align_left">Model</td><td class="align_center">BRB-c</td><td class="align_center">Feng et al. (BRB)</td><td class="align_center">Zhou et al. (BRB)</td><td class="align_center">ELM</td><td class="align_center">BP neural network</td><td class="align_center">Fuzzy inference</td></tr><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr><td class="align_left">MSE</td><td class="align_center">0.0356</td><td class="align_center">0.0442</td><td class="align_center">0.0389</td><td class="align_center">0.0714</td><td class="align_center">0.1012</td><td class="align_center">0.1225</td></tr><tr class="table-tr"><td colspan="7"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>MSEs generated by BRB-c and other models.</div>

International Journal of Intelligent Systems

tab5

Table 5

Table 5: Optimal Maintenance Decision Method for a Sensor Network Based on Belief Rule Base considering Attribute Correlation 