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In this work we use a new representation for linear MISO system entitled ARX-Laguerre MISO model in order to detect faults by developing a new structure of proportional observer. This is covered without using physical modeling of the system (such as a system of differential equations) but by filtering the inputs and the output of the system. Therefore, the proposed proportional observer aims to estimate...