Table C.1:
Controller performance across 20 virtual subjects for paMPC with physiological variables mismatch (Mean ± STD (standard deviation)).
| MPC strategy used: | CR | CF | Basal insulin | TDI | |
|---|---|---|---|---|---|
| Time in Range (%) | [40, 55) | 0±0 | 0±0 | 0±0 | 0±0 |
| [55, 70) | 0.03±0.13 | 0±0 | 0.22±0.31 | 0±0 | |
| [70, 180] | 84.47±7.44 | 84.78±7.34 | 85.36±10.75 | 84.81±7.23 | |
| (180, 250] | 14.94±6.64 | 14.68±6.63 | 13.53±9.38 | 14.72±6.61 | |
| (250, 400] | 0.56±0.91 | 0.55±0.80 | 0.89±1.96 | 0.46±0.70 | |
| CGM values (mg/dL) | Minimum | 73.0±3.50 | 74.7±2.43 | 72.5±5.97 | 73.3±2.45 |
| Maximum | 252.8±26.05 | 252.9±25.38 | 248.7±31.82 | 251.8±25.95 | |
| Mean | 132.0±9.98 | 131.8±9.72 | 129.8±17.02 | 131.7±9.60 | |
| Total Amount of Insulin Infused (IU/day) | 43.4±10.2 | 43.3±10.2 | 44.2±10.6 | 43.4±10.2 | |
| Total Rescue Carbohydrate Consumed (g) | 50 | 15 | 405 | 40 | |
| Total Number of Hypoglycemia Events | 10 | 0 | 76 | 0 | |
CR: Insulin-to-Carbohydrate Ratio; CF: Correction Factor; TDI: Total Daily Insulin.