feat: 增加平台高度参数，优化电缆长度计算

generate_template.py

@@ -11,7 +11,8 @@ def create_template():
         'ID': 'Sub1',
         'X': 4000,
         'Y': -800,
-        'Power': 0
+        'Power': 0,
+        'PlatformHeight': 0
     })
     
     # Add Turbines (Grid layout)
@@ -29,7 +30,8 @@ def create_template():
             'ID': i,
             'X': x,
             'Y': y,
-            'Power': np.random.uniform(6.0, 10.0)
+            'Power': np.random.uniform(6.0, 10.0),
+            'PlatformHeight': 0
         })
         
     df = pd.DataFrame(data)

main.py

@@ -107,6 +107,15 @@ def load_data_from_excel(file_path):
         if len(turbines_df) == 0:
             raise ValueError("未在文件中找到风机(Turbine)数据")
             
+        # 尝试获取平台高度列 (兼容不同命名)
+        platform_height_col = None
+        for col in turbines_df.columns:
+            if col.lower().replace(' ', '') == 'platformheight':
+                platform_height_col = col
+                break
+        
+        platform_heights = turbines_df[platform_height_col].values if platform_height_col else np.zeros(len(turbines_df))
+
         # 重置索引并整理格式
         turbines = pd.DataFrame({
             'id': range(len(turbines_df)),
@@ -114,6 +123,7 @@ def load_data_from_excel(file_path):
             'x': turbines_df['X'].values,
             'y': turbines_df['Y'].values,
             'power': turbines_df['Power'].values,
+            'platform_height': platform_heights,
             'cumulative_power': np.zeros(len(turbines_df))
         })
         
@@ -466,6 +476,22 @@ def evaluate_design(turbines, connections, substation, cable_specs=None, is_offs
     detailed_connections = []
     
     for source, target, length in connections:
+        # Determine vertical length (PlatformHeight)
+        vertical_length = 0
+        
+        if source.startswith('turbine_'):
+            tid = int(source.split('_')[1])
+            vertical_length += turbines.loc[tid, 'platform_height']
+            
+        if target.startswith('turbine_'):
+            tid = int(target.split('_')[1])
+            vertical_length += turbines.loc[tid, 'platform_height']
+            
+        # Calculate effective length with margin
+        # Total Length = (Horizontal Distance + Vertical Up/Down) * 1.03
+        horizontal_length = length
+        effective_length = (horizontal_length + vertical_length) * 1.03
+        
         # 确定该段线路承载的总功率
         if source.startswith('turbine_') and target.startswith('turbine_'):
             # 风机间连接，取下游节点功率
@@ -516,8 +542,8 @@ def evaluate_design(turbines, connections, substation, cable_specs=None, is_offs
             selected_spec = cable_specs_to_use[-1]
             print(f"WARNING [{method_name}]: Current {current:.2f} A (Power: {power:.2f} MW) exceeds max cable capacity {selected_spec[1]} A!")
             
-        resistance = selected_spec[2] * length / 1000  # 电阻(Ω)
+        resistance = selected_spec[2] * effective_length / 1000  # 电阻(Ω)
-        cost = selected_spec[3] * length * cost_multiplier  # 电缆成本(含敷设)
+        cost = selected_spec[3] * effective_length * cost_multiplier  # 电缆成本(含敷设)
         
         cable = {
             'cross_section': selected_spec[0],
@@ -531,7 +557,9 @@ def evaluate_design(turbines, connections, substation, cable_specs=None, is_offs
         detailed_connections.append({
             'source': source,
             'target': target,
-            'length': length,
+            'horizontal_length': horizontal_length,
+            'vertical_length': vertical_length,
+            'length': effective_length, # effective length used for stats
             'power': power,
             'cable': cable
         })
@@ -843,23 +871,33 @@ def compare_design_methods(excel_path=None, n_clusters_override=None):
     print(f"总回路数: {num_circuits}")
     
     # 2. 每种型号电缆长度
-    cable_lengths = defaultdict(float)
+    raw_horizontal_lengths = defaultdict(float) # 仅风机间
+    effective_lengths = defaultdict(float)      # 机箱变之间 (含垂直+裕度)
     max_current = 0.0
+    total_vertical_length = 0.0
     
     for conn in kmeans_evaluation['details']:
-        # Length
         section = conn['cable']['cross_section']
-        length = conn['length']
+        
-        cable_lengths[section] += length
+        # Accumulate
+        raw_horizontal_lengths[section] += conn['horizontal_length']
+        effective_lengths[section] += conn['length']
+        total_vertical_length += conn['vertical_length']
         
         # Max Current
         current = conn['cable']['current']
         if current > max_current:
             max_current = current
             
-    print("每种型号电缆的长度:")
+    print("每种型号电缆长度 (仅风机间水平距离):")
-    for section in sorted(cable_lengths.keys()):
+    for section in sorted(raw_horizontal_lengths.keys()):
-        print(f"  {section}mm²: {cable_lengths[section]:.2f} m")
+        print(f"  {section}mm²: {raw_horizontal_lengths[section]:.2f} m")
+
+    print("机箱变之间电缆长度 (含垂直高度及1.03裕度):")
+    for section in sorted(effective_lengths.keys()):
+        print(f"  {section}mm²: {effective_lengths[section]:.2f} m")
+
+    print(f"其中电缆上下风机总长度: {total_vertical_length:.2f} m")
         
     # 3. 最大支路电流
     print(f"最大支路电流: {max_current:.2f} A")