Perubahan run2.py -> proyeksi sf dan auxelary sesuai rumus pak Stefy

src/modules/plant/run2.py

@@ -431,6 +431,7 @@ def main():
         cf_history = []
         sfc_history = []
         auxiliary_history = []
+        seq_non_actual = 1
 
         # Prefetch master data CF dan EAF sekali saja di luar loop
         cur.execute("""
@@ -502,13 +503,17 @@ def main():
                 # avg_last_3_auxiliary = sum(last_3_auxiliary) / len(last_3_auxiliary) if len(last_3_auxiliary) > 0 else 0
                 # auxiliary = avg_last_3_auxiliary
                 # auxiliary_history.append(avg_last_3_auxiliary)
+                sfc_rate = npf.rate(len(sfc_history) - 1, 0, sfc_history[-1], -sfc_history[1]) if len(
+                    sfc_history) > 2 else 0
+                sfc = sfc_history[-1] / (1 + sfc_rate) ** seq_non_actual
 
-                sfc = linear_forecast_from_history(sfc_history)
-                sfc_history.append(sfc)
-                auxiliary = linear_forecast_from_history(auxiliary_history)
-                auxiliary_history.append(auxiliary)
+                aux_rate = npf.rate(len(auxiliary_history) - 1, 0, auxiliary_history[-1], -auxiliary_history[1]) if len(
+                    auxiliary_history) > 2 else 0
+                auxiliary = auxiliary_history[-1] / (1 + aux_rate) ** seq_non_actual
+                seq_non_actual += 1
 
                 production_netto = net_capacity_factor * 8760 * daya_mampu_netto / 100
+                print(production_netto)
                 production_bruto = production_netto / (100 - (auxiliary + susut_trafo)) * 100
                 energy_sales = production_netto
                 fuel_consumption = production_bruto * sfc