UV-visible spectrometry is used here for on line analysis of heavy metals i
n industrial effluents, Heavy metals are analysed by use of a complexing ag
ent giving coloured complexes with heavy metals. Unfortunately, the spectra
of these complexes are early identical and only powerful multivariate anal
ysis algorithm such as Partial Least Square (PLS) must be used in order to
determine individual concentrations of 2 or 3 heavy metals in a solution. T
he calculation of the residuals of absorbance allows the detection of the e
vents not present during the calibration, and so to eventually eliminate wr
ong measurements. On an industrial site, a model with the two components, C
u and Ni, was used and the main chemical problems which appeared are descri
bed and solutions are proposed.