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10    Chapter  One


             strong emphasis on the feedforward component. At the risk of over-
             simplification, driving a car depends heavily on the driver looking
             ahead,  noting changes in  the  road  and  traffic,  anticipating  distur-
             bances, and making adjustments in the steering wheel, gas pedal, and
             brake pedal. The actions taken by the driver are the result of many
             months  and  sometimes  years  of  training  and  constitute  a  human
             feedforward  algorithm.  There  are  human  feedback  components to
             these feedforward  adjustments but they  are  mostly corrections  for
             inaccuracies  (hopefully  small)  in  the  training  and  experience  that
             constitutes the human feedforward algorithm.
                If the automobile were to be driven exclusively by feedback con-
             trol, the right-hand side of Fig. 1-13 shows that the driver could not
             look  out  through  the  windshield.  Instead,  the  driver  must  make
             adjustments based only on information gathered by looking at the
             road through a hole in the floorboard. This kind of restriction would
             force the driver to maintain a slow speed. Here the driver is carrying
             out feedback control and is able to react only to current disturbances
             and has no information on upcoming disturbances.
                Consider the case of driving down the center of the road by follow-
             ing the white line as seen through the hole in the floorboard in the face of
             strong gusting crosswinds.  Since  this  is  a  hypothetical  question,  put
             aside the obvious fact that this activity would be illegal and dangerous.
             One can surmise that a strategy of reacting aggressively to short-term ran-
             dom bursts of wind to keep the white line precisely in the center of the
             floorboard opening would probably put the car off the road.  Instead,
             because the disturbances are not constant but unpredictable, the driver's
             best strategy might be to conservatively adjust the steering wheel to keep
             the white line, on the average, "near" the center of the floorboard opening
             and tolerate a reasonable amount of variation. Therefore,  rather than
             react to sl10rt-temt variations, the driver would have to be content with
             addressing /ong-temt  drifts away from  the white line.  I recently drove
             from  New York to Colorado and back. I found myself reacting to sus-
             tained bursts of crosswind in a feedback mode. Therefore, the arguments
             of this section suggest that the sustained bursts of crosswind might not
             be classified as unautocorrelated.
                 Based on this rather extreme example, we can perhaps conclude that
             using feedback control on a noisy industrial process will probably not
             produce perfect zero-error control. Since feedforward  control is  rarely
             available  for  industrial processes,  if one  really  wants  to  decrease  the
             impact of short-term nonpersistent disturbances, he must actually "fix"
             the process, that is, minimize the disturbances affecting the process.

         1-7  An  Example of Controlling a Noisy Industrial Process
             To illustrate the impact of feedback control on noisy processes, con-
             sider a molten glass delivery forehearth shown in Fig. 1-14. Since the
              reader  may  not  have  a  glass-manufacturing  background,  a  little
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