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Contr olling Appar ent Losses—Systematic Data Handling Err ors      237


                       How the customer billing system awards this credit has bearing on both the billing
                    (financial) and operational (engineering) functions of the system. While money can flow
                    both to and from the drinking water utility—via charges and credits, respectively—
                    water flows in only one direction, being supplied by the utility to the customer. If the
                    billing system contains only a single field for customer consumption, then the billed
                    consumption value for August 2004 is negative 4132 cubic feet. While a negative con-
                    sumption number is acceptable for use for billing (financial) reasons as it translates into
                    a monetary credit, a negative consumption number is unacceptable for operational
                    (engineering) purposes since the actual consumption for August 2004 was 825 cubic
                    feet (Column G), not negative 4132 cubic feet as shown in Column D.
                       The distortion of the consumption data is further reflected in the estimated versus
                    actual consumption based upon yearly periods. Water utility analysts reviewing the
                    account data shown in Table 14.4 for conservation or loss control purposes would be in
                    error by 3840 cubic feet (10,620 minus 6780) over the actual consumption in 2003. Con-
                    versely, the analysis would be understated for this account by 3967 cubic feet (8915
                    minus 4948) in 2004. Some may reason that the periods of estimation and adjustment
                    ultimately balance with no net difference over the long term, therefore using a single
                    consumption value is acceptable. However, many analytical and reporting functions
                    are performed over the course of a calendar or business year. If a given account has
                    been poorly estimated for many years, the use of a huge multiyear adjustment in the
                    last year will greatly distort the consumption for that final year. Additionally, in any
                    given drinking water utility many hundreds or thousands of accounts could utilize
                    estimates for varying periods of time. Reliably estimating the net impact of the aggre-
                    gate overestimation or underestimation of these accounts in a given year is unnecessar-
                    ily complex. Clearly, while a negative consumption value can be acceptable for billing
                    (financial) purposes, it is quite harmful to the integrity of the data for operational (engi-
                    neering) purposes.
                       For the reasons explained above, it is recommended that water utility customer
                    billing systems include two separate fields for customer consumption: one for regis-
                    tered consumption and a separate field for billed consumption. Using the same data
                    from the example in Table 14.4, the form of the data with separate fields is shown in
                    Table 14.5.
                       Table 14.5 includes separate columns for billed consumption (Column D) and regis-
                    tered consumption (Column G). When actual meter readings resumed in August 2004
                    the consumption adjustment of negative 4132 cubic feet appears as billed consumption
                    in Column D and is used to generate the monetary credit to the customer. However,
                    Column G reflects the revised estimate of consumption for the prior 30-day period,
                    which is based upon the difference between the two most recent actual meter readings
                    (September 2001 and August 2003). This one-time estimate is determined as:

                                       (38345 − 23007)/23 months = 667 cubic feet

                       By September 2004, the second consecutive actual monthly meter reading was
                    obtained, estimates are no longer utilized, and billed consumption once again matches
                    registered consumption. The benefit to the operational integrity of data using separate
                    billed and registered consumption fields is shown by comparing the cumulative con-
                    sumption for 2004 in Column D and Column G, or 4948 and 9747 cubic feet, respectively.
                    If only a single field is used for consumption the billed value of 4948 greatly understates
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