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8. 5 Summary In this chapter we have identified three basic
patterns of influences that lead to ambiguity in the QP analysis of
the basic active furnace state. We have then shown how modification
of these patterns, by adding equilibrium values and sensitivity
annotations on influence arcs, could permit resolu tion of the
ambiguities. Finally, we have described in detail the extensions
needed to the basic influence resolution algorithm in QP theory to
oper ate on these extended descriptions. We have also shown that
the modified influence resolution algorithm corrects an error in
Forbus' original method for combining influences. We have then
presented an extended example in which introduction of equilibrium
assumptions eliminates all ambigu ity in the influence resolution
deduction. In the next chapter we extend these techniques further,
by developing a qualitative perturbation analysis technique that
permits us to answer "what ir' control questions; then we extend
this technique to obtain quantitative, as well as qualitative,
effects of hypothetical control actions. 8."
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