... High-performance liquid chromatography (HPLC) equipped with a dual pump with micro-vacuum degasser and UV detector (UV) (Prostar 210, Varian, USA) was used to measure CPS concentration at 230 nm wavelength using analytical column (Agilent 5 TC-C18, particle size 5 μm, 250 × 4.5 mm) following the procedure suggested by Liu et al. (2016). A previous study by Kumar et al., 2023a presented methodology for the estimation of interface settling velocity (ISV) (Metcalf and Eddy, 2003), aerobic sludge biomass activity (ASBA) (Negi et al., 2020(Negi et al., , 2022, sludge volume index (SVI) (APHA et al., 2005), filamentous index (FI) (Eikelboom, 2000), microscopic observation, photographic evidence, cell viability test (Jones and Senft, 1985), extracellular polymeric substance (EPS) (Tomar and Chakraborty, 2018), polysaccharides (PS) (Frølund et al., 1996), Protein (PN) (Lowry et al., 1951), enzymatic activities (catalase, dehydrogenase, protease, and urease) (Lv et al., 2008;Yao et al., 2010) and amplified ribosomal DNA restriction analysis (ARDRA) (Gich et al., 2000;Meng et al., 2015). ...