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CIP_Analysis_20250926_154444.log

CIP_Analysis_20250926_154444.log 5.6 KB
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  1. 2025-09-26 15:44:44 - INFO - === 开始新的CIP分析会话: CIP_Analysis_20250926_154444 ===
    2. 

  2. 2025-09-26 15:44:45 - INFO - 📋 输入参数记录:
    3. 

  3. 2025-09-26 15:44:45 - INFO -    策略: 3
    4. 

  4. 2025-09-26 15:44:45 - INFO -    起始时间: 2025-08-26 00:00:00
    5. 

  5. 2025-09-26 15:44:45 - INFO -    预测起始时间: 2025-08-26 00:00:00
    6. 

  6. 2025-09-26 15:44:45 - INFO - 📊 预测数据概况:
    7. 

  7. 2025-09-26 15:44:45 - INFO -    数据形状: [2161, 8]
    8. 

  8. 2025-09-26 15:44:45 - INFO -    时间范围: 2025-08-26T00:00:00 到 2025-11-24T00:00:00
    9. 

  9. 2025-09-26 15:44:45 - INFO -    总数据点: 2161
    10. 

  10. 2025-09-26 15:44:45 - INFO -    数据已保存到: analysis_logs/data/CIP_Analysis_20250926_154444_prediction_data.csv
    11. 

  11. 2025-09-26 15:44:45 - INFO - 🏭 各机组预测天数:
    12. 

  12. 2025-09-26 15:44:45 - INFO -    RO1: 100天
    13. 

  13. 2025-09-26 15:44:45 - INFO -    RO2: 49天
    14. 

  14. 2025-09-26 15:44:45 - INFO -    RO3: 104天
    15. 

  15. 2025-09-26 15:44:45 - INFO -    RO4: 66天
    16. 

  16. 2025-09-26 15:44:45 - INFO - 
    17. 

  17. 🔍 === 开始分析机组 RO1 ===
    18. 

  18. 2025-09-26 15:44:45 - INFO -    预测周期: 100天
    19. 

  19. 2025-09-26 15:44:45 - INFO -    找到RO1压差列: 2个
    20. 

  20. 2025-09-26 15:44:45 - INFO -      - C.M.RO1_DB@DPT_1_pred
    21. 

  21. 2025-09-26 15:44:45 - INFO -      - C.M.RO1_DB@DPT_2_pred
    22. 

  22. 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)
    23. 

  23. 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)
    24. 

  24. 2025-09-26 15:44:46 - INFO - 🎯 RO1最优CIP时机: 2025-10-14 01:00:00
    25. 

  25. 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)
    26. 

  26. 2025-09-26 15:44:46 - INFO - 
    27. 

  27. 🔍 === 开始分析机组 RO2 ===
    28. 

  28. 2025-09-26 15:44:46 - INFO -    预测周期: 49天
    29. 

  29. 2025-09-26 15:44:46 - INFO -    找到RO2压差列: 2个
    30. 

  30. 2025-09-26 15:44:46 - INFO -      - C.M.RO2_DB@DPT_1_pred
    31. 

  31. 2025-09-26 15:44:46 - INFO -      - C.M.RO2_DB@DPT_2_pred
    32. 

  32. 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)
    33. 

  33. 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)
    34. 

  34. 2025-09-26 15:44:46 - INFO - 🎯 RO2最优CIP时机: 2025-10-09 04:00:00
    35. 

  35. 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)
    36. 

  36. 2025-09-26 15:44:46 - INFO - 
    37. 

  37. 🔍 === 开始分析机组 RO3 ===
    38. 

  38. 2025-09-26 15:44:46 - INFO -    预测周期: 104天
    39. 

  39. 2025-09-26 15:44:46 - INFO -    找到RO3压差列: 2个
    40. 

  40. 2025-09-26 15:44:46 - INFO -      - C.M.RO3_DB@DPT_1_pred
    41. 

  41. 2025-09-26 15:44:46 - INFO -      - C.M.RO3_DB@DPT_2_pred
    42. 

  42. 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)
    43. 

  43. 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)
    44. 

  44. 2025-09-26 15:44:47 - INFO - 🎯 RO3最优CIP时机: 2025-10-08 13:00:00
    45. 

  45. 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)
    46. 

  46. 2025-09-26 15:44:47 - INFO - 
    47. 

  47. 🔍 === 开始分析机组 RO4 ===
    48. 

  48. 2025-09-26 15:44:47 - INFO -    预测周期: 66天
    49. 

  49. 2025-09-26 15:44:47 - INFO -    找到RO4压差列: 2个
    50. 

  50. 2025-09-26 15:44:47 - INFO -      - C.M.RO4_DB@DPT_1_pred
    51. 

  51. 2025-09-26 15:44:47 - INFO -      - C.M.RO4_DB@DPT_2_pred
    52. 

  52. 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)
    53. 

  53. 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)
    54. 

  54. 2025-09-26 15:44:47 - INFO - 🎯 RO4最优CIP时机: 2025-10-01 12:00:00
    55. 

  55. 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)
    56. 

  56. 2025-09-26 15:44:47 - INFO - 
    57. 

  57. 📋 === 最终分析结果 ===
    58. 

  58. 2025-09-26 15:44:47 - INFO -    RO1: 2025-10-14T01:00:00
    59. 

  59. 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)
    60. 

  60. 2025-09-26 15:44:47 - INFO -    RO2: 2025-10-09T04:00:00
    61. 

  61. 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)
    62. 

  62. 2025-09-26 15:44:47 - INFO -    RO3: 2025-10-08T13:00:00
    63. 

  63. 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)
    64. 

  64. 2025-09-26 15:44:47 - INFO -    RO4: 2025-10-01T12:00:00
    65. 

  65. 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)
    66. 

  66. 2025-09-26 15:44:47 - INFO -    结果已保存到: analysis_logs/data/CIP_Analysis_20250926_154444_final_results.csv
    67. 

  67. 2025-09-26 15:44:47 - INFO - 
    68. 

  68. 📈 生成分析图表...
    69. 

  69. 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
    70. 

  70. 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
    71. 

  71. 2025-09-26 15:44:49 - INFO - 
    72. 

  72. 📄 生成分析报告...
    73. 

  73. 2025-09-26 15:44:49 - INFO -    JSON数据已保存: analysis_logs/reports/CIP_Analysis_20250926_154444_analysis_data.json
    74. 

  74. 2025-09-26 15:44:49 - INFO -    HTML报告已保存: analysis_logs/reports/CIP_Analysis_20250926_154444_report.html
    75. 

  75. 2025-09-26 15:44:49 - INFO - 
    76. 

  76. 📊 === 分析会话总结 ===
    77. 

  77. 2025-09-26 15:44:49 - INFO -    会话ID: CIP_Analysis_20250926_154444
    78. 

  78. 2025-09-26 15:44:49 - INFO -    总耗时: 4.71秒
    79. 

  79. 2025-09-26 15:44:49 - INFO -    分析机组: 4个
    80. 

  80. 2025-09-26 15:44:49 - INFO -    成功预测: 4个
    81. 

  81. 2025-09-26 15:44:49 - INFO -    成功率: 100.0%
    82. 

  82. 2025-09-26 15:44:49 - INFO -    生成数据文件: 6个
    83. 

  83. 2025-09-26 15:44:49 - INFO -    生成图表文件: 2个
    84. 

  84. 2025-09-26 15:44:49 - INFO - === 分析会话结束: CIP_Analysis_20250926_154444 ===
    85.