Taylor series for linearization

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I need to apply Taylor series to linearize following equation

$$f_{dr}= Au'+ Bu + C u^2 +D$$

Here, $A$, $B$, $C$, $D$ are constants and $$u'=\frac{{\rm d}u}{{\rm d}t}, u=\frac{{\rm d}x}{{\rm d}t}$$

While applying Taylor series should I differentiate with respect to $t$ or $u$?