cylinder,stage,start_time,end_time,duration_hours,points,max_score,max_time,driver,active_rms_ratio,active_kurt_ratio,max_rms_ratio,max_kurt_ratio,mean_rms_ratio,mean_kurt_ratio,multi_feature_confirmed,direction,level,confidence
五缸,二级,2026-04-16 08:00:04,2026-04-16 09:45:02,1.75,8,9.293,2026-04-16 09:00:03,resid_kurt,0.12,0.12,1.101,3.088,1.032,1.252,True,高幅高冲击,严重异常,高
四缸,二级,2026-04-16 11:30:00,2026-04-16 13:00:03,1.5,7,5.391,2026-04-16 12:15:01,resid_kurt,0.0,0.14,1.03,2.474,0.989,1.235,False,低幅高冲击,轻微,低
三缸,一级,2026-04-17 00:30:03,2026-04-17 02:00:01,1.5,7,6.652,2026-04-17 01:15:02,resid_kurt,0.0,0.14,1.07,2.685,1.008,1.246,False,低幅高冲击,异常,中
六缸,二级,2026-04-17 07:00:03,2026-04-17 09:15:02,2.25,10,7.161,2026-04-17 07:45:01,resid_kurt,0.3,0.2,1.324,3.42,1.058,1.362,True,高幅高冲击,异常,中
二缸,一级,2026-04-17 09:00:05,2026-04-17 11:45:04,2.75,12,5.943,2026-04-17 10:00:01,resid_kurt,0.25,0.08,1.135,2.244,1.015,1.153,True,高幅高冲击,轻微,低
五缸,二级,2026-04-17 09:45:04,2026-04-17 11:30:02,1.75,8,6.226,2026-04-17 10:45:00,resid_kurt,0.0,0.12,1.096,2.389,1.019,1.242,False,低幅高冲击,异常,中
一缸,一级,2026-04-17 12:00:01,2026-04-17 13:45:01,1.75,8,5.706,2026-04-17 13:00:00,resid_kurt,0.12,0.12,1.114,2.237,0.99,1.331,True,高幅高冲击,轻微,低
五缸,二级,2026-04-17 17:45:01,2026-04-17 22:15:04,4.5,19,14.617,2026-04-17 18:45:00,resid_kurt,0.0,0.16,1.055,4.137,0.992,1.297,False,低幅高冲击,严重异常,高
三缸,一级,2026-04-17 21:45:04,2026-04-17 23:45:02,2.0,9,5.587,2026-04-17 22:45:03,resid_kurt,0.11,0.11,1.133,2.316,1.033,1.233,True,高幅高冲击,轻微,低
五缸,二级,2026-04-18 04:30:00,2026-04-18 06:15:00,1.75,8,4.889,2026-04-18 05:15:01,resid_kurt,0.0,0.12,1.08,1.609,0.992,1.025,False,低幅高冲击,轻微,低
一缸,一级,2026-04-23 08:30:01,2026-04-23 09:45:05,1.25,6,5.768,2026-04-23 08:30:01,resid_kurt,0.0,0.17,0.914,2.27,0.867,1.235,False,低幅高冲击,轻微,低
五缸,二级,2026-04-23 16:00:02,2026-04-23 17:45:00,1.75,8,6.374,2026-04-23 17:00:01,resid_kurt,0.0,0.12,0.963,2.489,0.912,1.248,False,低幅高冲击,异常,中
一缸,一级,2026-04-23 18:30:01,2026-04-23 20:15:04,1.75,8,4.846,2026-04-23 19:30:00,resid_hf_ratio,0.0,0.0,0.928,1.355,0.895,1.094,False,未确认,轻微,低
二缸,一级,2026-04-23 19:30:00,2026-04-23 21:45:02,2.25,10,4.61,2026-04-23 21:00:01,resid_kurt,0.0,0.1,1.067,2.116,0.955,1.175,False,低幅高冲击,轻微,低
二缸,一级,2026-04-24 00:00:29,2026-04-24 04:45:00,4.74,20,5.156,2026-04-24 00:45:02,resid_kurt,0.05,0.15,1.16,2.057,0.973,1.112,True,高幅高冲击,轻微,低
五缸,二级,2026-04-24 11:15:04,2026-04-24 13:15:02,2.0,9,6.027,2026-04-24 12:15:03,resid_kurt,0.0,0.11,1.048,2.222,0.995,1.048,False,低幅高冲击,轻微,低
四缸,二级,2026-04-24 20:00:03,2026-04-24 22:00:01,2.0,9,7.188,2026-04-24 21:00:02,resid_kurt,0.11,0.33,1.27,2.509,0.994,1.337,True,高幅高冲击,异常,中
五缸,二级,2026-04-25 04:45:00,2026-04-25 06:30:03,1.75,8,6.858,2026-04-25 05:30:04,resid_kurt,0.0,0.12,1.054,2.566,0.978,1.223,False,低幅高冲击,异常,中
五缸,二级,2026-04-25 16:15:01,2026-04-25 17:15:00,1.0,5,8.983,2026-04-25 16:30:01,resid_kurt,0.0,0.4,1.049,2.818,0.99,1.524,False,低幅高冲击,严重异常,高
五缸,二级,2026-05-02 00:15:01,2026-05-02 02:00:04,1.75,8,4.53,2026-05-02 01:15:00,resid_kurt,0.0,0.12,1.064,1.832,1.005,1.122,False,低幅高冲击,轻微,低
五缸,二级,2026-05-02 11:15:02,2026-05-02 13:15:00,2.0,9,4.742,2026-05-02 12:15:01,resid_kurt,0.0,0.11,1.027,1.999,0.982,1.06,False,低幅高冲击,轻微,低
五缸,二级,2026-05-03 22:30:01,2026-05-04 00:15:05,1.75,8,11.179,2026-05-03 23:30:00,resid_kurt,0.0,0.12,1.07,3.301,1.009,1.274,False,低幅高冲击,严重异常,高
五缸,二级,2026-05-05 02:45:01,2026-05-05 04:30:04,1.75,8,11.359,2026-05-05 03:45:00,resid_kurt,0.0,0.12,1.057,3.246,0.996,1.236,False,低幅高冲击,严重异常,高
五缸,二级,2026-05-05 08:00:02,2026-05-05 09:45:00,1.75,8,12.912,2026-05-05 08:45:01,resid_kurt,0.0,0.12,1.077,3.649,1.004,1.316,False,低幅高冲击,严重异常,高
五缸,二级,2026-05-05 14:00:00,2026-05-05 15:45:02,1.75,8,5.755,2026-05-05 14:45:04,resid_kurt,0.0,0.12,1.023,2.057,0.958,1.113,False,低幅高冲击,轻微,低
六缸,二级,2026-05-06 07:15:03,2026-05-06 09:15:00,2.0,9,7.02,2026-05-06 08:15:02,resid_kurt,0.11,0.22,1.251,2.911,1.002,1.219,True,高幅高冲击,异常,中
五缸,二级,2026-05-06 15:15:00,2026-05-06 17:15:00,2.0,9,10.445,2026-05-06 16:15:04,resid_kurt,0.11,0.11,1.106,2.883,1.022,1.298,True,高幅高冲击,严重异常,高
三缸,一级,2026-05-07 05:15:01,2026-05-07 07:15:00,2.0,9,5.836,2026-05-07 06:15:04,resid_kurt,0.22,0.11,1.13,2.237,1.047,1.12,True,高幅高冲击,轻微,低
五缸,二级,2026-05-07 22:15:04,2026-05-08 00:00:01,1.75,8,14.555,2026-05-07 23:15:02,resid_kurt,0.0,0.12,1.087,3.873,1.003,1.393,False,低幅高冲击,严重异常,高
五缸,二级,2026-05-08 22:00:04,2026-05-09 02:15:04,4.25,19,13.209,2026-05-08 23:00:00,resid_kurt,0.0,0.11,1.097,3.577,1.002,1.192,False,低幅高冲击,严重异常,高
五缸,二级,2026-05-09 13:30:03,2026-05-09 15:15:00,1.75,8,8.012,2026-05-09 14:30:01,resid_kurt,0.0,0.12,1.08,2.583,0.982,1.271,False,低幅高冲击,严重异常,高
六缸,二级,2026-05-31 15:15:00,2026-05-31 17:30:00,2.25,10,4.724,2026-05-31 16:30:01,resid_kurt,0.2,0.3,1.188,2.072,0.993,1.432,True,高幅高冲击,轻微,低
一缸,一级,2026-05-31 17:15:00,2026-05-31 19:00:01,1.75,8,7.541,2026-05-31 19:00:01,resid_hf_ratio,0.0,0.0,0.924,1.261,0.842,1.053,False,未确认,异常,中
二缸,一级,2026-05-31 17:45:02,2026-05-31 19:00:01,1.25,6,4.578,2026-05-31 19:00:01,resid_hf_ratio,0.83,0.0,1.283,1.192,1.174,0.977,False,高幅,轻微,低
五缸,二级,2026-06-02 08:45:00,2026-06-02 09:45:04,1.0,5,14.22,2026-06-02 08:45:00,resid_kurt,0.0,0.2,1.014,3.671,0.967,1.622,False,低幅高冲击,严重异常,高
六缸,二级,2026-06-02 08:45:00,2026-06-02 10:45:00,2.0,9,6.25,2026-06-02 09:45:04,resid_kurt,0.0,0.33,1.089,2.371,0.939,1.509,False,低幅高冲击,异常,中
六缸,二级,2026-06-03 06:30:00,2026-06-03 08:45:04,2.25,10,7.8,2026-06-03 07:30:04,resid_kurt,0.0,0.4,1.089,2.798,1.011,1.571,False,低幅高冲击,严重异常,高
六缸,二级,2026-06-04 02:30:05,2026-06-04 04:15:02,1.75,8,7.305,2026-06-04 03:30:01,resid_kurt,0.12,0.25,1.256,2.832,1.045,1.398,True,高幅高冲击,异常,中
六缸,二级,2026-06-04 21:30:01,2026-06-04 23:45:00,2.25,10,5.155,2026-06-04 22:45:04,resid_kurt,0.1,0.3,1.121,2.4,0.979,1.429,True,高幅高冲击,轻微,低
一缸,一级,2026-06-10 09:45:03,2026-06-10 14:45:00,5.0,21,16.326,2026-06-10 10:30:05,resid_env_1x_log,0.0,0.0,1.092,1.365,0.975,0.915,False,未确认,严重异常,高
三缸,一级,2026-06-10 09:45:03,2026-06-10 12:30:00,2.75,12,20.0,2026-06-10 10:30:05,resid_env_2x_log,0.0,0.0,1.031,1.316,0.965,1.069,False,未确认,严重异常,高
二缸,一级,2026-06-10 09:45:03,2026-06-10 11:45:03,2.0,9,16.035,2026-06-10 10:30:05,resid_env_1x_log,0.11,0.0,1.174,1.18,1.047,0.989,False,高幅,严重异常,高
五缸,二级,2026-06-10 09:45:03,2026-06-10 12:30:00,2.75,12,13.67,2026-06-10 10:30:05,resid_env_2x_log,0.08,0.0,1.105,1.381,1.024,0.981,False,高幅,严重异常,高
六缸,二级,2026-06-10 09:45:03,2026-06-10 14:15:01,4.5,19,20.0,2026-06-10 10:30:05,resid_env_1x_log,0.05,0.16,1.155,2.445,0.96,1.322,True,高幅高冲击,严重异常,高
四缸,二级,2026-06-10 09:45:03,2026-06-10 13:30:06,3.75,16,20.0,2026-06-10 10:30:05,resid_env_2x_log,0.0,0.06,1.085,1.512,0.98,1.046,False,低幅高冲击,严重异常,高
一缸,一级,2026-06-10 19:15:04,2026-06-11 01:15:03,6.0,25,5.91,2026-06-10 20:15:01,resid_env_1x_log,0.08,0.0,1.114,1.148,1.027,0.953,False,高幅,轻微,低
四缸,二级,2026-06-10 22:30:05,2026-06-11 04:30:07,6.0,25,9.303,2026-06-11 03:45:00,resid_env_2x_log,0.0,0.0,0.997,1.351,0.9,0.993,False,未确认,严重异常,高
二缸,一级,2026-06-10 23:15:02,2026-06-11 01:00:04,1.75,8,6.455,2026-06-11 00:00:38,resid_kurt,0.12,0.25,1.153,2.439,1.0,1.232,True,高幅高冲击,异常,中
二缸,一级,2026-06-11 05:15:01,2026-06-11 07:00:01,1.75,8,6.557,2026-06-11 06:00:02,resid_env_2x_log,0.12,0.25,1.105,1.573,0.964,1.192,True,高幅高冲击,异常,中
五缸,二级,2026-06-11 08:45:02,2026-06-11 13:00:04,4.25,18,16.229,2026-06-11 10:00:02,resid_env_2x_log,0.17,0.06,1.141,1.547,1.018,0.967,True,高幅高冲击,严重异常,高
六缸,二级,2026-06-11 08:45:02,2026-06-11 10:45:02,2.0,9,9.822,2026-06-11 10:00:02,resid_env_2x_log,0.11,0.0,1.143,1.229,0.985,1.003,False,高幅,严重异常,高
一缸,一级,2026-06-11 10:00:02,2026-06-11 14:30:04,4.5,19,20.0,2026-06-11 10:45:02,resid_env_1x_log,0.05,0.0,1.116,1.008,1.042,0.849,False,高幅,严重异常,高
二缸,一级,2026-06-11 11:00:04,2026-06-11 15:45:00,4.75,20,20.0,2026-06-11 12:00:00,resid_env_1x_log,0.15,0.05,1.222,1.528,1.021,1.059,True,高幅高冲击,严重异常,高
四缸,二级,2026-06-11 11:00:04,2026-06-11 14:30:04,3.5,15,20.0,2026-06-11 11:45:03,resid_env_2x_log,0.0,0.0,1.02,1.209,0.942,0.987,False,未确认,严重异常,高
五缸,二级,2026-06-18 09:45:03,2026-06-18 11:15:01,1.5,7,5.308,2026-06-18 09:45:03,resid_kurt,0.0,0.29,1.095,2.409,1.015,1.218,False,低幅高冲击,轻微,低
六缸,二级,2026-06-18 10:00:05,2026-06-18 12:30:02,2.5,11,5.445,2026-06-18 11:15:01,resid_kurt,0.18,0.45,1.178,2.405,0.997,1.491,True,高幅高冲击,轻微,低
三缸,一级,2026-06-18 11:45:00,2026-06-18 18:45:02,7.0,29,20.0,2026-06-18 12:45:04,resid_env_1x_log,0.03,0.0,1.119,1.17,0.998,0.918,False,高幅,严重异常,高
四缸,二级,2026-06-18 13:15:04,2026-06-18 15:15:01,2.0,9,8.728,2026-06-18 14:15:00,resid_env_2x_log,0.44,0.0,1.223,1.22,1.094,1.025,False,高幅,异常,中
四缸,二级,2026-06-18 23:30:01,2026-06-19 02:30:00,3.0,13,4.989,2026-06-19 01:00:02,resid_env_2x_log,0.46,0.0,1.161,1.393,1.068,1.092,False,高幅,轻微,低
一缸,一级,2026-06-19 10:00:00,2026-06-19 12:30:03,2.5,11,7.531,2026-06-19 11:15:02,resid_env_2x_log,0.0,0.0,1.057,0.926,1.003,0.825,False,未确认,异常,中
四缸,二级,2026-06-19 13:30:01,2026-06-19 15:15:02,1.75,8,6.461,2026-06-19 14:30:00,resid_env_2x_log,0.25,0.0,1.181,1.259,1.071,1.064,False,高幅,轻微,低
三缸,一级,2026-06-19 16:45:02,2026-06-19 18:45:02,2.0,9,6.618,2026-06-19 17:30:04,resid_env_1x_log,0.44,0.0,1.126,1.145,1.053,0.955,False,高幅,轻微,低
一缸,一级,2026-06-19 17:00:02,2026-06-19 19:00:05,2.0,9,4.897,2026-06-19 18:00:01,resid_env_2x_log,0.0,0.0,1.064,0.977,1.018,0.858,False,未确认,轻微,低
三缸,一级,2026-06-19 21:00:02,2026-06-20 02:00:00,5.0,21,8.17,2026-06-20 00:30:00,resid_env_1x_log,0.0,0.0,1.071,1.188,1.019,0.925,False,未确认,异常,中
四缸,二级,2026-06-19 23:30:01,2026-06-20 02:45:02,3.25,14,20.0,2026-06-20 00:45:02,resid_env_1x_log,0.21,0.0,1.128,1.28,1.057,1.053,False,高幅,严重异常,高
一缸,一级,2026-06-19 23:45:03,2026-06-20 02:00:00,2.25,10,8.343,2026-06-20 01:00:01,resid_env_2x_log,0.0,0.0,1.074,1.28,1.041,0.978,False,未确认,异常,中
一缸,一级,2026-06-20 12:00:00,2026-06-20 14:30:00,2.5,11,5.111,2026-06-20 13:30:01,resid_env_2x_log,0.27,0.0,1.178,1.04,1.065,0.872,False,高幅,轻微,低
三缸,一级,2026-06-20 18:45:02,2026-06-20 20:45:02,2.0,9,7.746,2026-06-20 19:30:01,resid_env_1x_log,0.0,0.0,1.073,1.079,1.03,0.964,False,未确认,异常,中
二缸,一级,2026-06-20 22:45:02,2026-06-21 00:30:03,1.75,8,6.786,2026-06-20 23:30:01,resid_kurt,0.5,0.38,1.236,2.548,1.1,1.434,True,高幅高冲击,异常,中
一缸,一级,2026-06-21 01:45:02,2026-06-21 03:45:02,2.0,9,4.788,2026-06-21 03:00:00,resid_env_2x_log,0.0,0.0,1.086,1.243,1.041,0.94,False,未确认,轻微,低
三缸,一级,2026-06-21 02:45:01,2026-06-21 04:15:04,1.5,7,5.928,2026-06-21 03:30:02,resid_env_1x_log,0.0,0.0,0.968,1.083,0.939,1.012,False,未确认,轻微,低
三缸,一级,2026-06-21 11:15:00,2026-06-21 13:00:00,1.75,8,6.278,2026-06-21 12:00:01,resid_env_1x_log,0.0,0.0,1.005,1.434,0.951,1.131,False,未确认,轻微,低
四缸,二级,2026-06-28 16:45:16,2026-06-29 11:45:01,19.0,77,8.514,2026-06-28 23:30:03,resid_env_1x_log,0.74,0.14,1.289,1.972,1.131,1.292,True,高幅高冲击,异常,中
三缸,一级,2026-06-28 18:30:09,2026-06-28 22:45:01,4.25,18,4.752,2026-06-28 20:00:04,resid_env_1x_log,1.0,0.0,1.259,1.308,1.162,1.094,False,高幅,轻微,低
二缸,一级,2026-06-29 01:00:02,2026-06-29 03:15:01,2.25,10,5.388,2026-06-29 02:30:00,resid_kurt,0.5,0.2,1.183,2.252,1.051,1.211,True,高幅高冲击,轻微,低
三缸,一级,2026-06-29 02:00:00,2026-06-29 05:30:01,3.5,15,5.391,2026-06-29 03:00:02,resid_env_1x_log,0.67,0.0,1.159,1.361,1.109,1.047,False,高幅,轻微,低
一缸,一级,2026-06-29 03:30:01,2026-06-29 05:15:04,1.75,8,5.014,2026-06-29 04:30:00,resid_env_2x_log,0.0,0.0,1.002,0.9,0.955,0.826,False,未确认,轻微,低
三缸,一级,2026-06-29 09:15:01,2026-06-29 17:15:01,8.0,33,7.583,2026-06-29 16:30:00,resid_env_1x_log,0.76,0.0,1.237,1.273,1.13,1.019,False,高幅,异常,中
三缸,一级,2026-06-30 00:30:01,2026-06-30 06:15:01,5.75,24,4.732,2026-06-30 02:00:01,resid_env_1x_log,0.33,0.0,1.182,1.257,1.084,0.987,False,高幅,轻微,低
四缸,二级,2026-06-30 07:15:03,2026-06-30 10:00:04,2.75,12,6.348,2026-06-30 08:30:04,resid_kurt,0.75,0.25,1.233,2.592,1.134,1.369,True,高幅高冲击,轻微,低
三缸,一级,2026-06-30 09:30:02,2026-06-30 13:45:04,4.25,18,4.733,2026-06-30 11:30:02,resid_env_1x_log,0.89,0.0,1.263,1.129,1.147,0.952,False,高幅,轻微,低
六缸,二级,2026-06-30 09:45:04,2026-06-30 11:30:02,1.75,8,8.099,2026-06-30 10:45:03,resid_kurt,0.25,0.12,1.162,3.127,1.028,1.376,True,高幅高冲击,严重异常,高
四缸,二级,2026-06-30 20:45:01,2026-07-01 00:00:03,3.25,15,7.142,2026-06-30 23:00:02,resid_env_2x_log,1.0,0.0,1.267,1.284,1.191,1.065,False,高幅,异常,中
三缸,一级,2026-07-01 02:30:03,2026-07-01 05:00:00,2.5,11,4.844,2026-07-01 03:45:04,resid_env_1x_log,0.91,0.0,1.177,1.066,1.135,0.872,False,高幅,轻微,低
四缸,二级,2026-07-01 07:30:02,2026-07-01 14:30:03,7.0,29,4.999,2026-07-01 13:15:02,resid_env_2x_log,1.0,0.07,1.452,1.546,1.208,1.121,True,高幅高冲击,轻微,低
四缸,二级,2026-07-01 19:51:24,2026-07-02 09:30:01,13.64,56,6.5,2026-07-01 23:30:00,resid_env_2x_log,0.86,0.14,1.238,1.728,1.144,1.211,True,高幅高冲击,轻微,低
五缸,二级,2026-07-04 03:00:00,2026-07-04 04:45:03,1.75,8,5.452,2026-07-04 03:45:04,resid_env_1x_log,0.0,0.0,1.049,1.169,1.017,0.967,False,未确认,轻微,低
六缸,二级,2026-07-04 12:15:04,2026-07-04 14:00:04,1.75,8,4.817,2026-07-04 13:15:03,resid_env_1x_log,0.0,0.0,0.87,1.083,0.839,0.91,False,未确认,轻微,低
二缸,一级,2026-07-05 01:15:02,2026-07-05 03:00:00,1.75,8,5.969,2026-07-05 02:00:03,resid_kurt,0.12,0.12,1.132,2.297,0.991,1.077,True,高幅高冲击,轻微,低
六缸,二级,2026-07-05 02:45:00,2026-07-05 04:30:01,1.75,8,5.263,2026-07-05 03:30:02,resid_kurt,0.12,0.12,1.144,2.502,0.998,1.189,True,高幅高冲击,轻微,低
一缸,一级,2026-07-06 02:45:02,2026-07-06 04:30:02,1.75,8,5.001,2026-07-06 03:45:00,resid_env_2x_log,0.12,0.0,1.122,1.062,1.057,0.951,False,高幅,轻微,低
五缸,二级,2026-07-06 04:15:03,2026-07-06 06:00:03,1.75,8,4.906,2026-07-06 05:15:01,resid_kurt,0.0,0.12,1.098,2.164,1.034,1.135,False,低幅高冲击,轻微,低
一缸,一级,2026-07-06 08:45:02,2026-07-06 10:30:00,1.75,8,6.37,2026-07-06 09:30:03,resid_kurt,0.25,0.0,1.104,1.012,1.061,0.946,False,高幅,轻微,低
五缸,二级,2026-07-06 12:30:00,2026-07-06 14:15:00,1.75,8,5.562,2026-07-06 13:15:01,resid_kurt,0.0,0.25,1.065,2.123,0.994,1.246,False,低幅高冲击,轻微,低
四缸,二级,2026-07-06 15:00:04,2026-07-06 16:45:02,1.75,8,4.767,2026-07-06 16:00:03,resid_kurt,0.12,0.12,1.147,1.992,1.038,1.201,True,高幅高冲击,轻微,低
六缸,二级,2026-07-06 16:45:02,2026-07-06 18:15:03,1.5,7,5.356,2026-07-06 17:30:01,resid_kurt,0.14,0.14,1.201,2.229,1.053,1.273,True,高幅高冲击,轻微,低
三缸,一级,2026-07-07 02:00:04,2026-07-07 03:45:00,1.75,8,7.125,2026-07-07 03:00:01,resid_kurt,0.38,0.25,1.202,2.562,1.07,1.341,True,高幅高冲击,异常,中
五缸,二级,2026-07-07 09:00:01,2026-07-07 10:45:02,1.75,9,6.161,2026-07-07 10:00:02,resid_env_1x_log,0.0,0.0,1.043,1.283,0.995,0.97,False,未确认,异常,中
一缸,一级,2026-07-07 20:30:00,2026-07-07 22:30:03,2.0,9,5.185,2026-07-07 21:15:04,resid_kurt,0.0,0.0,1.092,1.117,1.014,0.986,False,未确认,轻微,低
二缸,一级,2026-07-07 20:30:00,2026-07-07 22:30:03,2.0,9,5.576,2026-07-07 21:15:04,resid_kurt,0.0,0.22,1.098,2.324,1.004,1.349,False,低幅高冲击,轻微,低
六缸,二级,2026-07-07 23:00:02,2026-07-08 01:00:01,2.0,9,5.071,2026-07-08 00:00:00,resid_kurt,0.44,0.33,1.258,2.16,1.116,1.335,True,高幅高冲击,轻微,低
三缸,一级,2026-07-08 06:30:02,2026-07-08 08:00:02,1.5,7,7.597,2026-07-08 07:15:01,resid_kurt,0.0,0.29,1.099,3.03,1.02,1.433,False,低幅高冲击,异常,中
六缸,二级,2026-07-08 21:00:04,2026-07-08 23:00:04,2.0,9,4.941,2026-07-08 22:00:00,resid_kurt,0.11,0.22,1.102,2.148,1.043,1.279,True,高幅高冲击,轻微,低
三缸,一级,2026-07-10 03:30:05,2026-07-10 05:15:00,1.75,8,8.907,2026-07-10 04:15:04,resid_kurt,0.12,0.12,1.103,3.032,1.027,1.285,True,高幅高冲击,严重异常,高
五缸,二级,2026-07-22 10:15:00,2026-07-22 13:00:02,2.75,12,5.609,2026-07-22 12:15:03,resid_kurt,0.08,0.25,1.121,2.063,1.042,1.293,True,高幅高冲击,轻微,低
五缸,二级,2026-07-22 20:30:02,2026-07-22 22:30:00,2.0,9,5.671,2026-07-22 21:45:00,resid_kurt,0.11,0.44,1.127,2.023,1.043,1.446,True,高幅高冲击,轻微,低
一缸,一级,2026-07-23 01:45:04,2026-07-23 03:30:00,1.75,8,5.793,2026-07-23 02:45:01,resid_env_1x_log,0.0,0.0,1.013,1.022,0.947,0.958,False,未确认,轻微,低
六缸,二级,2026-07-23 02:30:04,2026-07-23 04:15:02,1.75,8,4.532,2026-07-23 03:30:00,resid_kurt,0.12,0.25,1.172,1.956,1.058,1.183,True,高幅高冲击,轻微,低
六缸,二级,2026-07-23 07:30:00,2026-07-23 09:30:00,2.0,9,5.457,2026-07-23 08:30:04,resid_kurt,0.44,0.11,1.192,2.414,1.062,1.22,True,高幅高冲击,轻微,低
五缸,二级,2026-07-23 11:45:02,2026-07-23 13:30:02,1.75,8,7.02,2026-07-23 12:30:04,resid_kurt,0.12,0.25,1.116,2.42,1.041,1.461,True,高幅高冲击,异常,中
五缸,二级,2026-07-24 18:30:05,2026-07-24 20:30:00,2.0,9,4.504,2026-07-24 19:45:01,resid_kurt,0.22,0.44,1.144,2.08,1.065,1.542,True,高幅高冲击,轻微,低
六缸,二级,2026-07-24 19:15:04,2026-07-24 21:00:04,1.75,8,7.861,2026-07-24 20:15:00,resid_kurt,0.38,0.12,1.192,3.004,1.058,1.361,True,高幅高冲击,严重异常,高
三缸,一级,2026-07-24 23:15:04,2026-07-25 01:00:05,1.75,8,4.744,2026-07-25 00:15:01,resid_env_1x_log,0.12,0.0,1.141,1.341,1.014,1.18,False,高幅,轻微,低
五缸,二级,2026-07-25 03:15:02,2026-07-25 08:45:01,5.5,23,6.199,2026-07-25 04:00:03,resid_kurt,0.0,0.09,1.089,2.337,1.007,1.17,False,低幅高冲击,异常,中
一缸,一级,2026-07-25 04:45:03,2026-07-25 06:30:03,1.75,8,6.537,2026-07-25 05:30:07,resid_env_1x_log,0.0,0.0,1.013,1.138,0.979,1.075,False,未确认,轻微,低
六缸,二级,2026-07-25 07:45:01,2026-07-25 12:15:01,4.5,19,5.212,2026-07-25 11:15:02,resid_kurt,0.42,0.11,1.241,2.331,1.092,1.21,True,高幅高冲击,轻微,低
一缸,一级,2026-07-25 19:45:07,2026-07-25 21:30:05,1.75,8,4.721,2026-07-25 20:45:01,resid_env_1x_log,0.0,0.0,1.03,1.144,0.988,1.026,False,未确认,轻微,低
五缸,二级,2026-07-26 03:45:05,2026-07-26 05:30:00,1.75,8,5.322,2026-07-26 04:45:01,resid_kurt,0.0,0.12,1.068,2.036,0.998,1.15,False,低幅高冲击,轻微,低
三缸,一级,2026-07-27 21:00:02,2026-07-27 22:45:00,1.75,8,5.463,2026-07-27 22:00:01,resid_kurt,0.0,0.12,1.087,2.568,0.991,1.205,False,低幅高冲击,轻微,低
五缸,二级,2026-07-27 21:30:01,2026-07-27 23:00:02,1.5,7,6.858,2026-07-27 22:15:03,resid_kurt,0.0,0.14,1.096,2.454,0.993,1.227,False,低幅高冲击,异常,中
六缸,二级,2026-07-28 01:15:00,2026-07-28 03:00:00,1.75,8,4.711,2026-07-28 02:00:07,resid_kurt,0.12,0.12,1.127,2.015,1.047,1.165,True,高幅高冲击,轻微,低
五缸,二级,2026-07-28 17:30:02,2026-07-28 19:15:01,1.75,8,4.871,2026-07-28 18:30:00,resid_kurt,0.25,0.12,1.131,2.0,1.076,1.351,True,高幅高冲击,轻微,低
一缸,一级,2026-07-29 00:30:02,2026-07-29 02:15:00,1.75,8,5.278,2026-07-29 01:15:01,resid_hf_ratio,0.0,0.0,1.057,1.069,0.968,0.988,False,未确认,轻微,低
六缸,二级,2026-07-29 09:45:03,2026-07-29 11:30:01,1.75,9,5.289,2026-07-29 10:30:02,resid_kurt,0.11,0.11,1.103,2.075,1.007,1.184,True,高幅高冲击,轻微,低
五缸,二级,2026-07-30 05:15:02,2026-07-30 07:00:00,1.75,8,6.601,2026-07-30 06:00:01,resid_kurt,0.0,0.25,1.076,2.707,0.996,1.397,False,低幅高冲击,异常,中
一缸,一级,2026-07-30 08:45:00,2026-07-30 10:30:01,1.75,9,6.867,2026-07-30 09:45:00,resid_env_1x_log,0.0,0.0,1.053,1.207,0.988,0.991,False,未确认,异常,中
六缸,二级,2026-07-30 18:45:03,2026-07-30 20:15:00,1.5,7,8.749,2026-07-30 19:30:03,resid_kurt,0.14,0.14,1.166,3.035,1.015,1.315,True,高幅高冲击,严重异常,高