2025-09-26 15:44:44 - INFO - === 开始新的CIP分析会话: CIP_Analysis_20250926_154444 ===
2025-09-26 15:44:45 - INFO - 📋 输入参数记录:
2025-09-26 15:44:45 - INFO -    策略: 3
2025-09-26 15:44:45 - INFO -    起始时间: 2025-08-26 00:00:00
2025-09-26 15:44:45 - INFO -    预测起始时间: 2025-08-26 00:00:00
2025-09-26 15:44:45 - INFO - 📊 预测数据概况:
2025-09-26 15:44:45 - INFO -    数据形状: [2161, 8]
2025-09-26 15:44:45 - INFO -    时间范围: 2025-08-26T00:00:00 到 2025-11-24T00:00:00
2025-09-26 15:44:45 - INFO -    总数据点: 2161
2025-09-26 15:44:45 - INFO -    数据已保存到: analysis_logs/data/CIP_Analysis_20250926_154444_prediction_data.csv
2025-09-26 15:44:45 - INFO - 🏭 各机组预测天数:
2025-09-26 15:44:45 - INFO -    RO1: 100天
2025-09-26 15:44:45 - INFO -    RO2: 49天
2025-09-26 15:44:45 - INFO -    RO3: 104天
2025-09-26 15:44:45 - INFO -    RO4: 66天
2025-09-26 15:44:45 - INFO - 
🔍 === 开始分析机组 RO1 ===
2025-09-26 15:44:45 - INFO -    预测周期: 100天
2025-09-26 15:44:45 - INFO -    找到RO1压差列: 2个
2025-09-26 15:44:45 - INFO -      - C.M.RO1_DB@DPT_1_pred
2025-09-26 15:44:45 - INFO -      - C.M.RO1_DB@DPT_2_pred
2025-09-26 15:44:45 - INFO -    ✅ C.M.RO1_DB@DPT_1_pred: 2025-10-14 01:00:00 (第49天, k=0.001771)
2025-09-26 15:44:46 - INFO -    ✅ C.M.RO1_DB@DPT_2_pred: 2025-09-30 17:00:00 (第35天, k=0.001799)
2025-09-26 15:44:46 - INFO - 🎯 RO1最优CIP时机: 2025-10-14 01:00:00
2025-09-26 15:44:46 - INFO -    策略: 加权平均策略 - C.M.RO1_DB@DPT_1_pred (目标第42天，实际第49天)
2025-09-26 15:44:46 - INFO - 
🔍 === 开始分析机组 RO2 ===
2025-09-26 15:44:46 - INFO -    预测周期: 49天
2025-09-26 15:44:46 - INFO -    找到RO2压差列: 2个
2025-09-26 15:44:46 - INFO -      - C.M.RO2_DB@DPT_1_pred
2025-09-26 15:44:46 - INFO -      - C.M.RO2_DB@DPT_2_pred
2025-09-26 15:44:46 - INFO -    ✅ C.M.RO2_DB@DPT_1_pred: 2025-10-09 04:00:00 (第44天, k=0.003528)
2025-09-26 15:44:46 - INFO -    ✅ C.M.RO2_DB@DPT_2_pred: 2025-10-09 16:00:00 (第44天, k=0.003070)
2025-09-26 15:44:46 - INFO - 🎯 RO2最优CIP时机: 2025-10-09 04:00:00
2025-09-26 15:44:46 - INFO -    策略: 加权平均策略 - C.M.RO2_DB@DPT_1_pred (目标第44天，实际第44天)
2025-09-26 15:44:46 - INFO - 
🔍 === 开始分析机组 RO3 ===
2025-09-26 15:44:46 - INFO -    预测周期: 104天
2025-09-26 15:44:46 - INFO -    找到RO3压差列: 2个
2025-09-26 15:44:46 - INFO -      - C.M.RO3_DB@DPT_1_pred
2025-09-26 15:44:46 - INFO -      - C.M.RO3_DB@DPT_2_pred
2025-09-26 15:44:46 - INFO -    ✅ C.M.RO3_DB@DPT_1_pred: 2025-10-06 11:00:00 (第41天, k=0.004636)
2025-09-26 15:44:47 - INFO -    ✅ C.M.RO3_DB@DPT_2_pred: 2025-10-08 13:00:00 (第43天, k=0.015316)
2025-09-26 15:44:47 - INFO - 🎯 RO3最优CIP时机: 2025-10-08 13:00:00
2025-09-26 15:44:47 - INFO -    策略: 加权平均策略 - C.M.RO3_DB@DPT_2_pred (目标第43天，实际第43天)
2025-09-26 15:44:47 - INFO - 
🔍 === 开始分析机组 RO4 ===
2025-09-26 15:44:47 - INFO -    预测周期: 66天
2025-09-26 15:44:47 - INFO -    找到RO4压差列: 2个
2025-09-26 15:44:47 - INFO -      - C.M.RO4_DB@DPT_1_pred
2025-09-26 15:44:47 - INFO -      - C.M.RO4_DB@DPT_2_pred
2025-09-26 15:44:47 - INFO -    ✅ C.M.RO4_DB@DPT_1_pred: 2025-10-24 09:00:00 (第59天, k=0.000995)
2025-09-26 15:44:47 - INFO -    ✅ C.M.RO4_DB@DPT_2_pred: 2025-10-01 12:00:00 (第36天, k=0.001286)
2025-09-26 15:44:47 - INFO - 🎯 RO4最优CIP时机: 2025-10-01 12:00:00
2025-09-26 15:44:47 - INFO -    策略: 加权平均策略 - C.M.RO4_DB@DPT_2_pred (目标第46天，实际第36天)
2025-09-26 15:44:47 - INFO - 
📋 === 最终分析结果 ===
2025-09-26 15:44:47 - INFO -    RO1: 2025-10-14T01:00:00
2025-09-26 15:44:47 - INFO -      策略: 加权平均策略 - C.M.RO1_DB@DPT_1_pred (目标第42天，实际第49天)
2025-09-26 15:44:47 - INFO -    RO2: 2025-10-09T04:00:00
2025-09-26 15:44:47 - INFO -      策略: 加权平均策略 - C.M.RO2_DB@DPT_1_pred (目标第44天，实际第44天)
2025-09-26 15:44:47 - INFO -    RO3: 2025-10-08T13:00:00
2025-09-26 15:44:47 - INFO -      策略: 加权平均策略 - C.M.RO3_DB@DPT_2_pred (目标第43天，实际第43天)
2025-09-26 15:44:47 - INFO -    RO4: 2025-10-01T12:00:00
2025-09-26 15:44:47 - INFO -      策略: 加权平均策略 - C.M.RO4_DB@DPT_2_pred (目标第46天，实际第36天)
2025-09-26 15:44:47 - INFO -    结果已保存到: analysis_logs/data/CIP_Analysis_20250926_154444_final_results.csv
2025-09-26 15:44:47 - INFO - 
📈 生成分析图表...
2025-09-26 15:44:48 - INFO -    压差趋势图已保存: analysis_logs/plots/CIP_Analysis_20250926_154444_pressure_trends.png
2025-09-26 15:44:49 - INFO -    机组对比图已保存: analysis_logs/plots/CIP_Analysis_20250926_154444_unit_comparison.png
2025-09-26 15:44:49 - INFO - 
📄 生成分析报告...
2025-09-26 15:44:49 - INFO -    JSON数据已保存: analysis_logs/reports/CIP_Analysis_20250926_154444_analysis_data.json
2025-09-26 15:44:49 - INFO -    HTML报告已保存: analysis_logs/reports/CIP_Analysis_20250926_154444_report.html
2025-09-26 15:44:49 - INFO - 
📊 === 分析会话总结 ===
2025-09-26 15:44:49 - INFO -    会话ID: CIP_Analysis_20250926_154444
2025-09-26 15:44:49 - INFO -    总耗时: 4.71秒
2025-09-26 15:44:49 - INFO -    分析机组: 4个
2025-09-26 15:44:49 - INFO -    成功预测: 4个
2025-09-26 15:44:49 - INFO -    成功率: 100.0%
2025-09-26 15:44:49 - INFO -    生成数据文件: 6个
2025-09-26 15:44:49 - INFO -    生成图表文件: 2个
2025-09-26 15:44:49 - INFO - === 分析会话结束: CIP_Analysis_20250926_154444 ===