S. Perreard et E. Wildner, CONDITIONING OF HIGH-VOLTAGE RADIO-FREQUENCY CAVITIES BY USING FUZZY-LOGIC IN CONNECTION WITH RULE-BASED PROGRAMMING, Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment, 352(1-2), 1994, pp. 336-338
Many processes are controlled by experts using some kind of mental mod
el to decide on actions and make conclusions. This model, based on heu
ristic knowledge, can often be represented by rules and does not have
to be particularly accurate. Such is the case for the problem of condi
tioning high voltage RF cavities; the expert has to decide, by observi
ng some criteria, whether to increase or to decrease the voltage and b
y how much. A program has been implemented which can be applied to a c
lass of similar problems. The kernel of the program is a small rule ba
se, which is independent of the kind of cavity. To model a specific ca
vity, we use fuzzy logic which is implemented as a separate routine ca
lled by the rule base, to translate from numeric to symbolic informati
on.