T. Koyama et R. Ohmura, A PRACTICAL TEST SYSTEM WITH A FUZZY-LOGIC CONTROLLER, IEICE transactions on information and systems, E78D(7), 1995, pp. 868-873
A test system with a fuzzy logic controller is proposed to assure stab
le outgoing quality as well as to raise throughput. The test system co
ntrols the number of items under test in accordance with fuzzy informa
tion as well as statistical information about incoming quality and out
going quality. First, an algorithm, minimum-minimum-the center of grav
ity-weighted mean method, is studied with both fuzzy reasoning rules a
nd membership functions which are used for the control. Second, charac
teristics of the test system are verified and examined with computer s
imulations so that the fuzzy logic control rules are determined to rea
lize sufficient sensitivity to process changes. Third, the control rul
es are installed in the test management processor which commands test
equipment for testing very large scale integrated circuits, with progr
amming language C. The authors have obtained satisfactory results thro
ugh a trial run using a series of lots of 16 bit micro controller unit
s in an IC manufacturing factory. Finally, they study the stability co
ndition of the fuzzy test system.