The score plot and the dendrogram also allowed the tentative identification of employed process chemicals (lubricant and detergents) as residual contaminants in the treated effluent. 2006 Elsevier Ltd. All rights reserved.Keywords: Principal component analysis (PCA); UV spectrophotometry; Wastewater monitoring; Biological treatment; Qualitative assessment