battery swap method wip

Utilities/BESS.py

@@ -95,12 +95,50 @@ def update_cycle_SoC(bess_data, bess_soc_for_cycle, timestamp):
     return bess_soc_for_cycle
 
 
-def arrange_swap(bess_data, c):
-    for unit in bess_data["units"]:
-        if unit["SoC"] < c["bess"]["buffer"]:
-            # find for unassigned BESS unit with SOC at 100%
-            for candidate in bess_data["units"]:
-                if candidate["SoC"] == 1 and candidate["site"] == "Unassigned":
-                    # assign the candidate to the site
-                    candidate["site"] = unit["site"]
-                    break
+def arrange_swap(c, bess_data, bess_soc_for_cycle):
+    # identify BESS units that need swapping
+    units_needing_swap = [
+        unit for unit in bess_data["units"] if unit["SoC"] < bess_data["buffer"]["min"]
+    ]
+
+    if not units_needing_swap:
+        return bess_data, bess_soc_for_cycle
+
+    # identify BESS units that are unassigned and fully charged
+    unassigned_fully_charged = [
+        unit
+        for unit in bess_data["units"]
+        if unit["SoC"] == 1 and unit["site"] == "Unassigned"
+    ]
+
+    if not unassigned_fully_charged:
+        return bess_data, bess_soc_for_cycle
+
+    # assign unassigned fully charged units to units needing swap
+    for unit in units_needing_swap:
+        # take the first unassigned fully charged unit
+        new_unit = unassigned_fully_charged.pop(0)
+        # assign it to the site of the unit needing swap
+        new_unit["site"] = unit["site"]
+        # reset SoC to 1 (fully charged)
+        new_unit["SoC"] = 1
+        # set current load to existing load
+        new_unit["current_load_kW"] = unit["current_load_kW"]
+
+        # reset old unit
+        unit["site"] = "Unassigned"  # mark the old unit as unassigned
+        unit["current_load_kW"] = 0  # reset current load
+
+        # update the BESS data
+        # search for the index of the unit needing swap and replace it with the new unit
+        index = next(
+            i for i, d in enumerate(bess_data["units"]) if d["name"] == unit["name"]
+        )
+        bess_data["units"][index] = new_unit
+        # search for index of new unit, and replace with old unit
+        new_index = next(
+            i for i, d in enumerate(bess_data["units"]) if d["name"] == new_unit["name"]
+        )
+        bess_data["units"][new_index] = unit
+
+    return bess_data, bess_soc_for_cycle

dashboard.py

@@ -104,7 +104,7 @@ if st.session_state.running:
     )
     # display BESS data, SoC, Load Consumption
     show_table()
-    time.sleep(3)
+    time.sleep(1)
     st.rerun()
 else:
     show_table()

main.py

@@ -3,6 +3,7 @@ import yaml
 from Utilities.Time import get_start_time
 from Utilities.LoadProfile import get_load_profiles
 from Utilities.BESS import (
+    arrange_swap,
     initialise_SoC,
     initial_site_assignment,
     discharge_bess,
@@ -46,7 +47,7 @@ sim_lock = threading.Lock()
 
 # initialise BESS
 def _init_state():
-    global bess_data, bess_soc_since_start, bess_soc_for_cycle, cumulative_load_profiles, load_profiles_since_start
+    global bess_data, bess_soc_since_start, bess_soc_for_cycle, cumulative_load_profiles, load_profiles_since_start, init_df
 
     bd = initialise_SoC(bess_data.copy())
     bd = initial_site_assignment(c, bd)
@@ -109,6 +110,11 @@ def simulation_loop():
             )
             swap_times = predict_swap_time(bess_soc_for_cycle)
 
+            # trigger swap if needed
+            bess_data, bess_soc_for_cycle = arrange_swap(
+                c, bess_data, bess_soc_for_cycle
+            )
+
             # integrate newly fetched profiles
             if is_running_in_async and future.done():
                 load_profiles = future.result()