Vg. Dovi et A. Del Borghi, Reconciliation of process flow rates when measurements are subject to detection limits: The bilinear case, IND ENG RES, 38(7), 1999, pp. 2861-2866
In this paper we generalize the fundamental methods of process data reconci
liation developed by Crowe (AIChE J. 1986, 32, 616-623), to allow for the p
resence of censored concentration measurements in the bilinear mass balance
equations. The resulting statistical analysis leads to the maximization of
a general likelihood function subject to linear constraints. The differenc
e with respect to both Crowe's analysis and a previous algorithm that consi
dered only linear mass balances (Dovi et al. Chem. Eng. Sci. 1997, 52 (17),
3047-3050) is considered, and an example is examined for illustration purp
oses.