2025-09-28 17:51:58 - INFO - === 开始新的CIP分析会话: CIP_Analysis_20250928_175158 ===
2025-09-28 17:51:59 - INFO - 📋 输入参数记录:
2025-09-28 17:51:59 - INFO -    策略: 3
2025-09-28 17:51:59 - INFO -    起始时间: 2025-09-26 21:00:00
2025-09-28 17:51:59 - INFO -    预测起始时间: 2025-09-26 21:00:00
2025-09-28 17:51:59 - INFO - 📊 预测数据概况:
2025-09-28 17:51:59 - INFO -    数据形状: [2161, 8]
2025-09-28 17:51:59 - INFO -    时间范围: 2025-09-26T21:00:00 到 2025-12-25T21:00:00
2025-09-28 17:51:59 - INFO -    总数据点: 2161
2025-09-28 17:51:59 - INFO -    数据已保存到: analysis_logs/data/CIP_Analysis_20250928_175158_prediction_data.csv
2025-09-28 17:51:59 - INFO - 🏭 各机组预测天数:
2025-09-28 17:51:59 - INFO -    RO1: 100天
2025-09-28 17:51:59 - INFO - 
🔍 === 开始分析机组 RO1 ===
2025-09-28 17:51:59 - INFO -    预测周期: 100天
2025-09-28 17:51:59 - INFO -    找到RO1压差列: 2个
2025-09-28 17:51:59 - INFO -      - C.M.RO1_DB@DPT_1_pred
2025-09-28 17:51:59 - INFO -      - C.M.RO1_DB@DPT_2_pred
2025-09-28 17:51:59 - INFO -    ✅ C.M.RO1_DB@DPT_1_pred: 2025-12-18 11:00:00 (第82天, k=0.000709)
2025-09-28 17:51:59 - INFO -    ✅ C.M.RO1_DB@DPT_2_pred: 2025-12-01 12:00:00 (第65天, k=0.002328)
2025-09-28 17:51:59 - INFO - 🎯 RO1最优CIP时机: 2025-12-01 12:00:00
2025-09-28 17:51:59 - INFO -    策略: 加权平均策略 - C.M.RO1_DB@DPT_2_pred (目标第69天，实际第65天)
2025-09-28 17:51:59 - INFO - 
📋 === 最终分析结果 ===
2025-09-28 17:51:59 - INFO -    RO1: 2025-12-01T12:00:00
2025-09-28 17:51:59 - INFO -      策略: 加权平均策略 - C.M.RO1_DB@DPT_2_pred (目标第69天，实际第65天)
2025-09-28 17:51:59 - INFO -    结果已保存到: analysis_logs/data/CIP_Analysis_20250928_175158_final_results.csv
2025-09-28 17:51:59 - INFO - 
📈 生成分析图表...
2025-09-28 17:52:00 - INFO -    压差趋势图已保存: analysis_logs/plots/CIP_Analysis_20250928_175158_pressure_trends.png
2025-09-28 17:52:01 - INFO -    机组对比图已保存: analysis_logs/plots/CIP_Analysis_20250928_175158_unit_comparison.png
2025-09-28 17:52:01 - INFO - 
📄 生成分析报告...
2025-09-28 17:52:01 - INFO -    JSON数据已保存: analysis_logs/reports/CIP_Analysis_20250928_175158_analysis_data.json
2025-09-28 17:52:01 - INFO -    HTML报告已保存: analysis_logs/reports/CIP_Analysis_20250928_175158_report.html
2025-09-28 17:52:01 - INFO - 
📊 === 分析会话总结 ===
2025-09-28 17:52:01 - INFO -    会话ID: CIP_Analysis_20250928_175158
2025-09-28 17:52:01 - INFO -    总耗时: 2.94秒
2025-09-28 17:52:01 - INFO -    分析机组: 1个
2025-09-28 17:52:01 - INFO -    成功预测: 1个
2025-09-28 17:52:01 - INFO -    成功率: 100.0%
2025-09-28 17:52:01 - INFO -    生成数据文件: 3个
2025-09-28 17:52:01 - INFO -    生成图表文件: 2个
2025-09-28 17:52:01 - INFO - === 分析会话结束: CIP_Analysis_20250928_175158 ===