We propose the derivation of asymptotic observers for the estimation of parameters of systems whose solutions converge to a set of steady states that are not identifiable, under some hypotheses. The proposed observer generalizes a former work for batch bioprocess. It is illustrated on a two dimensional models, and its performance is compared with the least squares method.