Table 9 Solar PV Sensitivity Analysis for Industrial Load Support under GEP-ANFIS and ANFIS Control.
PV Reduction | Controller | Final SOC (%) | Unmet Load (%) | Grid Use (kWh) | Key Insight |
|---|---|---|---|---|---|
20% | ANFIS | 50 | 0 | 2,016 | Baseline performance |
GEP-ANFIS | 55 | 0 | 2,016 | + 5% SOC preservation | |
40% | ANFIS | 40 | 0 | 2,016 | Vulnerable to deficits |
GEP-ANFIS | 45 | 0 | 2,016 | + 5% SOC preservation | |
60% | ANFIS | 15 | 5 | 2,216 | High grid reliance |
GEP-ANFIS | 20 | 2 | 2,116 | Halves grid use | |
80% | ANFIS | 5 | 12 | 2,816 | Severe degradation |
GEP-ANFIS | 10 | 8 | 2,516 | Reduces grid use by 38% |
