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2025-12-27 19:15:56 +08:00
"""测试优化函数是否正常工作"""
import sys
sys.path.append('src')
from storage_optimization import optimize_storage_capacity, SystemParameters
# 使用简单的24小时示例数据
solar_output = [0.0] * 6 + [1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 0.0] + [0.0] * 6
wind_output = [2.0, 3.0, 4.0, 3.0, 2.0, 1.0] * 4
thermal_output = [5.0] * 24
load_demand = [3.0, 4.0, 5.0, 6.0, 8.0, 10.0, 12.0, 14.0, 16.0, 18.0, 20.0, 18.0,
16.0, 14.0, 12.0, 10.0, 8.0, 6.0, 5.0, 4.0, 3.0, 2.0, 1.0, 2.0]
# 系统参数
params = SystemParameters(
max_curtailment_wind=0.1,
max_curtailment_solar=0.1,
max_grid_ratio=0.2,
storage_efficiency=0.9,
discharge_rate=1.0,
charge_rate=1.0,
max_storage_capacity=200.0 # 设置储能容量上限
)
print("开始测试优化函数...")
print("储能容量上限: 200.0 MWh")
# 计算最优储能容量
result = optimize_storage_capacity(
solar_output, wind_output, thermal_output, load_demand, params
)
print("\n" + "="*50)
print("测试结果:")
print("="*50)
print(f"result 类型: {type(result)}")
print(f"result 是否为 None: {result is None}")
if result is not None:
print(f"所选储能容量: {result.get('required_storage_capacity', 'N/A'):.2f} MWh")
print(f"总弃电量: {result.get('total_curtailed_energy', 'N/A'):.2f} MWh")
print(f"弃风率: {result.get('total_curtailment_wind_ratio', 'N/A'):.3f}")
print(f"弃光率: {result.get('total_curtailment_solar_ratio', 'N/A'):.3f}")
print(f"储能容量上限: {result.get('max_storage_limit', 'N/A')}")
print(f"优化目标: {result.get('optimization_goal', 'N/A')}")
print("\n✓ 测试成功!函数返回了有效结果。")
else:
print("\n✗ 测试失败!函数返回了 None。")