Page 317 - Statistics for Environmental Engineers
P. 317

L1592_frame_C36.fm  Page 325  Tuesday, December 18, 2001  3:20 PM











                       Exercises
                        36.1 Cyanide Measurement. Calibration of a photometric method for measuring cyanide yielded
                             the following data. Does a straight line provide an adequate calibration curve?

                             Conc.     0     10      20     30     40     50     60      70     80
                             Abs.    0.000  0.049   0.099  0.153  0.203  0.258  0.310   0.356  0.406
                             Conc.    90     100    110    120     130    140    150    160    170
                             Abs.    0.460  0.504   0.561  0.609  0.671  0.708  0.761   0.803  0.863
                             Conc.    180    190    200    210     220    230    240    250
                             Abs.    0.904  0.956   0.997  1.053  1.102  1.158  1.186   1.245

                        36.2 Sulfate Calibration. The table gives calibration data for HPLC measurement of sulfate. (a)
                             Fit the calibration curve and plot the Working-Hotelling confidence band for the calibration
                             line. (b) Determine the 95% prediction interval for a peak height at a sulfate concentration
                             of 2.5 mg/L. (c) An unknown sample gives a peak height of 1500. Estimate the sulfate
                             concentration and its 95% confidence interval.

                                Sulfate (mg/L)  0.2  0.4  0.7    1      2      3.5    5      10
                                Peak Height  237   438   787    1076   2193   3821   5519   11192

                        36.3 UV Absorbance. The data below are for calibration of an instrument that measures absorbance
                             of light at 245 nm. (a) Fit the calibration curve and plot the Working-Hotelling confidence
                             band for the calibration line. (b) Determine the 95% prediction interval for absorbance at a
                             COD concentration of 275 mg/L. (c) An unknown sample gives an absorbance of 1.10.
                             Estimate the COD concentration and its 95% confidence interval.

                                       COD   Abs.   COD    Abs.   COD   Abs.    COD   Abs.
                                       60    0.30    140   0.70    375   1.80   525   2.50
                                       70    0.30    195   0.95    375   1.65   550   2.20
                                       90    0.35    250   1.30    380   1.70   550   2.30
                                       100   0.45    250   1.50    450   1.75   550   2.50
                                       100   0.70    300   1.60    480   1.50   550   2.70
                                       120   0.50    300   1.65    500   2.30   600   2.35
                                       130   0.48    350   1.70    500   2.45   650   2.45
                                       130   0.70    350   1.80    525   2.35   675   2.70
                                       Source: Briggs and Gatter (1992). ISA Trans., 31, 111–123.

                        36.4 TSS Measurement.  The data below are for calibration of an instrument to measure total
                             suspended solids (TSS) in wastewater. The data were obtained by reading the instrument and
                             simultaneously grabbing a wastewater sample for a later analysis. Derive the calibration curve
                             for instrument signal as a function of  TSS. Discuss how this method of calibrating an
                             instrument differs from usual practice.


                                   Signal  TSS     Signal  TSS     Signal  TSS    Signal  TSS
                                     30     94      60      58       80    40      100    34
                                     40     80      60      62       80    46      120    19
                                     40     86      60      68       90    38      120    22
                                     50     70      70      52       90    41      120    23
                                     50     76      70      56      100    28      130    12
                                   Source: Briggs and Gatter (1992). ISA Trans., 31, 111–123.

                       © 2002 By CRC Press LLC
   312   313   314   315   316   317   318   319   320   321   322