The structure of the PID controller with IOB estimate is demonstrated in Figure 2, where Go is the real blood glucose concentration of diabetes patient, Gm is the measured blood glucose by glucose sensor, Gt is the target blood glucose concentration, and UI is the final insulin infusion rate. Here, INS is linked to diabetes mellitus.