M. Nordio et al., A NEW APPROACH TO BLOOD-PRESSURE AND BLOOD-VOLUME MODULATION DURING HEMODIALYSIS - AN ADAPTIVE FUZZY CONTROL MODULE, International journal of artificial organs, 18(9), 1995, pp. 513-517
The paper proposes a fuzzy logic based procedure able to control as fa
r as possible the behaviour of the blood pressure of a patient during
a dialysis session, allowing him to reach the foreseen dry weight. A P
I discrete-time fuzzy control is used in order to compare the controll
ed variables concerning the (blood pressure and blood volume) to the r
eference values. Two different reference tables, concerning the pressu
re and volume errors and rates are introduced, then the proposed contr
ol actions are mixed in order to obtain the final value (net ultrafilt
ration rate). A smooth function of volemia acts on the second control
variable, Na concentration in the dialysate. The adaptive control syst
em was simulated on an IBM-PC, rules and terms were expressed by lingu
istic judgements like: IF ''situation'', THEN ''action''. A pre-proces
sor converts the rules into the numerical values of the reference tabl
es. The obtained simulation results are satisfactory, the introduction
of the Na control allows reaching the target dry weight of the patien
t with a stable blood pressure.