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Gerson, et al.

                 Table 1. Analytical instruments and methods used for the analysis of wastewater quality parameters
                 Parameter        Analytical        Standard         Instrument used                Detection
                                  method            method                                          wavelength/output
                                                    reference
                 BOD  (mg/L)      5-day incubation,   5210 B         BOD incubator+DO meter         DO depletion
                     5
                                  dilution method   (APHA, 2017) 17  (HANNA HI9147)                 (mg/L)
                 COD (mg/L)       Closed reflux,    5220 D           COD reactor (Lovibond®)+       600 nm
                                  colorimetric      (APHA, 2017) 17  spectrophotometer
                 TSS (mg/L)       Gravimetric       2540 D           Glass fiber filters+           Mass difference
                                  (drying at 105°C)  (APHA, 2017) 17  Analytical balance            (mg)
                 Ammonia          Nesslerization    4500-NH  C       UV-vis spectrophotometer (Hach   425 nm
                                                            3
                 (mg/L)                             (APHA, 2017) 17  DR 6000)
                 Nitrite (mg/L)   Diazotization     4500-NO  B       UV-vis spectrophotometer (Hach   543 nm
                                                            2
                                                    (APHA, 2017) 17  DR 6000)
                 TDS (mg/L)       Conductivity      2540 C           TDS meter (Hanna HI 2300)      μS/cm converted to
                                  measurement       (APHA, 2017) 17                                 mg/L
                 Abbreviations: APHA: American Public Health Association; BOD : Biochemical oxygen demand, 5-day; COD: Chemical oxygen
                                                                5
                 demand; DO: Dissolved oxygen; TDS: Total dissolved solids; TSS: Total suspended solids; UV-vis: Ultraviolet–visible light.

                of blanks, duplicates,  and spiked samples to detect   exiting each treatment stage. This enables performance
                contamination  or  analytical  drift.  These  procedures   evaluation  in  terms  of  mass  balance  and  efficiency.
                ensured that all data collected were scientifically valid   Pollutant loadings were calculated using the following
                and  comparable  to  those  from  other  peer-reviewed   equation. 18
                studies of  WSP systems in similar  climatic  and
                operational settings. 7,5                            Load    kg   =  C×Q                       (I)
                                                                           day   1,000
                2.3. Flow measurement and load calculations
                2.3.1. Flow estimation                              Where:
                The  Kalobe  WSP  system  is  designed  to  treat   •  C = Concentration of the pollutant (mg/L)
                                                                                       3
                28,800 m /day, but actual influent volumes range from   •  Q = Flow rate (m /day)
                        3
                15,000 to 18,000 m /day, as recorded at the main inlet   •  1,000 = Conversion factor (mg to kg)
                                 3
                chamber  using  V-notch weirs and visual log sheets    Pollution load calculations were conducted for the
                maintained  by  plant  operators.  Flow  fluctuations  are   six  key  parameters—BOD , COD,  TSS, ammonia,
                                                                                             5
                primarily  attributed  to variable domestic  discharge   nitrite, and TDS—at four defined sampling points: The
                patterns  and  irregular  industrial  loading  from  TBL,   inlet to the anaerobic ponds, the anaerobic pond outlet,
                Coca-Cola Kwanza, and Pepsi. To estimate the average   the  facultative pond outlet,  and the  maturation  pond
                daily flow during the sampling period, recorded values   outlet, which represents the final discharge.
                over four representative  weeks were averaged to       This approach allows determination  of absolute
                obtain a typical daily influent flow of 16,500 m /day,   removal (kg/day) at each stage and comparison against
                                                            3
                aligning with seasonal operational averages reported in   influent loads, which is more insightful than percentage
                previous internal documents. To account for reporting   removal  alone,  particularly  under  fluctuating  flow
                variability, an uncertainty margin of ±5% was applied.   regimes. 18
                These flows include contributions from the three major
                beverage industries (Pepsi, TBL, Coca-Cola Kwanza),   2.3.3. Importance of load evaluation
                which together  discharged ~1,224 m /day  during the   Mass load evaluation is crucial in assessing real-world
                                                  3
                monitoring period.                                  pond capacity, estimating sludge accumulation rates, and
                                                                    determining potential overload situations. Moreover, it
                2.3.2. Pollution load calculations                  supports long-term monitoring and decision-making
                Pollution  load for each  parameter  was calculated  to   related  to  system  upgrades,  desludging  needs,  and
                quantify the total mass of pollutants entering and   regulatory compliance. 18



                Volume 22 Issue 6 (2025)                       202                           doi: 10.36922/AJWEP025320249
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