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. 2025 Nov 13;15:39873. doi: 10.1038/s41598-025-23748-8

Table 8.

Initial optimization values and ranges for inputs and outputs.

Index Original Value Fuzzy Value (Min) Lower Lag Lower Scale

Input 1

(P-req)

MF1 2500 [0, 7500] [0.2, 0.5] [0.7, 1]
MF2 7500 [7500, 12500] [0.2, 0.5] [0.7, 1]
MF3 12,500 [12500, 17500] [0.2, 0.5] [0.7, 1]
MF4 17,500 [17500, 22500] [0.2, 0.5] [0.7, 1]
MF5 22,500 [22500, 80000] [0.2, 0.5] [0.7, 1]

Input 2

(SOC)

MF1 0.6 [0.4, 0.65] [0.2, 0.5] [0.7, 1]
MF2 0.65 [0.65, 0.7] [0.2, 0.5] [0.7, 1]
MF3 0.7 [0.7, 0.75] [0.2, 0.5] [0.7, 1]
MF4 0.75 [0.75, 0.8] [0.2, 0.5] [0.7, 1]
MF5 0.8 [0.8, 1] [0.2, 0.5] [0.7, 1]

Output

(P-FC)

MF1 2500 [0, 7500] [0.2, 0.5] [0.7, 1]
MF2 7500 [7500, 12500] [0.2, 0.5] [0.7, 1]
MF3 12,500 [12500, 17500] [0.2, 0.5] [0.7, 1]
MF4 17,500 [17500, 22500] [0.2, 0.5] [0.7, 1]
MF5 22,500 [22500, 27500] [0.2, 0.5] [0.7, 1]
MF6 27,500 [27500, 32500] [0.2, 0.5] [0.7, 1]
MF7 32,500 [32500, 70000] [0.2, 0.5] [0.7, 1]