diff --git a/run-24-06-13/meta.csv b/run-24-06-13/meta.csv
index 18863f12..7ac7caa0 100644
--- a/run-24-06-13/meta.csv
+++ b/run-24-06-13/meta.csv
@@ -1,27477 +1,27477 @@
-step,substep,cellid,cell_group,temparature,ocv,charge_cycles,thermal_cycles,last_avg_cap,last_avg_step,last_cap,last_cap_step,cap_estimate,soc,soc_estimate
-2.0,0.0,0.0,0.0,43.5,3.53656,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0154863
-2.0,1.0,0.0,0.0,55.4,3.51957,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.014113
-2.0,2.0,0.0,0.0,49.4,3.53363,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0152152
-2.0,3.0,0.0,0.0,43.4,3.54169,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0160038
-2.0,4.0,0.0,0.0,36.1,3.55081,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0170782
-2.0,0.0,1.0,0.0,43.8,3.53212,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.0150818
-2.0,1.0,1.0,0.0,55.3,3.5185,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.0140399
-2.0,2.0,1.0,0.0,48.7,3.53173,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.015048
-2.0,3.0,1.0,0.0,43.5,3.53948,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.0157738
-2.0,4.0,1.0,0.0,35.8,3.54977,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.0169447
-2.0,0.0,2.0,0.0,43.7,3.53726,1.0,8.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.0155536
-2.0,1.0,2.0,0.0,55.4,3.52435,1.0,8.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.0144557
-2.0,2.0,2.0,0.0,48.5,3.53381,1.0,8.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.0152314
-2.0,3.0,2.0,0.0,43.5,3.53826,1.0,8.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.0156515
-2.0,4.0,2.0,0.0,35.6,3.54822,1.0,8.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.0167512
-2.0,0.0,3.0,0.0,43.6,3.53588,1.0,8.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.0154219
-2.0,1.0,3.0,0.0,55.2,3.51819,1.0,8.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.014019
-2.0,2.0,3.0,0.0,47.9,3.53053,1.0,8.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.0149458
-2.0,3.0,3.0,0.0,43.5,3.53709,1.0,8.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.0155372
-2.0,4.0,3.0,0.0,35.4,3.54756,1.0,8.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.0166707
-2.0,0.0,4.0,1.0,43.4,3.67037,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0758657
-2.0,1.0,4.0,1.0,55.2,3.66145,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0662453
-2.0,2.0,4.0,1.0,47.6,3.66934,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0746879
-2.0,3.0,4.0,1.0,43.2,3.67364,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0797253
-2.0,4.0,4.0,1.0,35.1,3.68033,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.08821
-2.0,0.0,5.0,1.0,43.6,3.67622,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0829022
-2.0,1.0,5.0,1.0,55.2,3.66561,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0705707
-2.0,2.0,5.0,1.0,47.5,3.67364,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0797253
-2.0,3.0,5.0,1.0,43.3,3.67743,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.084433
-2.0,4.0,5.0,1.0,35.1,3.68583,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0958041
-2.0,0.0,6.0,1.0,43.6,3.67121,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0768396
-2.0,1.0,6.0,1.0,55.1,3.65956,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0643702
-2.0,2.0,6.0,1.0,47.5,3.66797,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0731489
-2.0,3.0,6.0,1.0,43.4,3.67226,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.078074
-2.0,4.0,6.0,1.0,35.1,3.68122,0.0,8.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0894002
-2.0,0.0,7.0,2.0,39.3,3.53605,1.0,8.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.0154379
-2.0,1.0,7.0,2.0,45.0,3.52831,1.0,8.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.0147629
-2.0,2.0,7.0,2.0,41.2,3.53242,1.0,8.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.015108
-2.0,3.0,7.0,2.0,39.1,3.53693,1.0,8.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.0155218
-2.0,4.0,7.0,2.0,35.0,3.54276,1.0,8.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.0161191
-2.0,0.0,8.0,2.0,39.4,3.52953,1.0,8.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.0148624
-2.0,1.0,8.0,2.0,45.1,3.52075,1.0,8.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.014195
-2.0,2.0,8.0,2.0,41.2,3.52334,1.0,8.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.0143809
-2.0,3.0,8.0,2.0,39.1,3.52453,1.0,8.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.0144692
-2.0,4.0,8.0,2.0,34.9,3.52882,1.0,8.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.0148042
-2.0,0.0,9.0,2.0,39.3,3.53465,1.0,8.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.0153077
-2.0,1.0,9.0,2.0,45.0,3.52833,1.0,8.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.0147645
-2.0,2.0,9.0,2.0,41.2,3.53193,1.0,8.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.0150653
-2.0,3.0,9.0,2.0,39.1,3.53468,1.0,8.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.0153104
-2.0,4.0,9.0,2.0,35.0,3.53705,1.0,8.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.0155333
-2.0,0.0,10.0,2.0,39.2,3.53707,1.0,8.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.0155353
-2.0,1.0,10.0,2.0,45.0,3.5295,1.0,8.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.0148599
-2.0,2.0,10.0,2.0,41.1,3.53349,1.0,8.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.0152027
-2.0,3.0,10.0,2.0,39.0,3.53469,1.0,8.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.0153114
-2.0,4.0,10.0,2.0,34.9,3.54015,1.0,8.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.0158424
-2.0,0.0,11.0,3.0,35.1,3.53727,1.0,0.0,0.0448139,11.0,0.0416491,120.0,0.0435724,-1.0,0.0155546
-2.0,0.0,12.0,3.0,35.1,3.53107,1.0,0.0,0.0448139,11.0,0.0448903,120.0,0.0468136,-1.0,0.0149915
-2.0,0.0,13.0,3.0,35.0,3.52763,1.0,0.0,0.0448139,11.0,0.0446362,120.0,0.0465595,-1.0,0.0147085
-2.0,0.0,14.0,4.0,45.0,3.5419,1.0,0.0,0.0448139,11.0,0.042728,120.0,0.0446513,-1.0,0.0160262
-2.0,0.0,15.0,4.0,45.1,3.5436,1.0,0.0,0.0448139,11.0,0.0438997,120.0,0.045823,-1.0,0.0162115
-2.0,0.0,16.0,4.0,45.1,3.56371,1.0,0.0,0.0448139,11.0,0.042274,120.0,0.0441973,-1.0,0.0190058
-4.0,0.0,0.0,0.0,53.3,3.79954,1.0,16.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.385121
-4.0,1.0,0.0,0.0,54.8,3.79457,1.0,16.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.369918
-4.0,2.0,0.0,0.0,53.3,3.79507,1.0,16.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.371456
-4.0,3.0,0.0,0.0,49.1,3.79628,1.0,16.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.375171
-4.0,4.0,0.0,0.0,35.4,3.80109,1.0,16.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.389818
-4.0,0.0,1.0,0.0,53.3,3.7901,1.0,16.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.356097
-4.0,1.0,1.0,0.0,54.9,3.78669,1.0,16.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.345491
-4.0,2.0,1.0,0.0,53.4,3.78719,1.0,16.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.347049
-4.0,3.0,1.0,0.0,48.7,3.78872,1.0,16.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.35181
-4.0,4.0,1.0,0.0,35.0,3.79336,1.0,16.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.366188
-4.0,0.0,2.0,0.0,53.6,3.79147,1.0,16.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.360345
-4.0,1.0,2.0,0.0,54.6,3.78854,1.0,16.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.35125
-4.0,2.0,2.0,0.0,53.3,3.78767,1.0,16.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.348543
-4.0,3.0,2.0,0.0,48.6,3.78978,1.0,16.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.355104
-4.0,4.0,2.0,0.0,35.2,3.79388,1.0,16.0,0.0448139,11.0,0.0434257,120.0,0.045349,-1.0,0.367792
-4.0,0.0,3.0,0.0,53.4,3.79645,1.0,16.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.375692
-4.0,1.0,3.0,0.0,55.0,3.7937,1.0,16.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.367237
-4.0,2.0,3.0,0.0,53.4,3.79387,1.0,16.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.367761
-4.0,3.0,3.0,0.0,48.3,3.7956,1.0,16.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.373084
-4.0,4.0,3.0,0.0,34.9,3.79989,1.0,16.0,0.0448139,11.0,0.040842,120.0,0.0427654,-1.0,0.386184
-4.0,0.0,4.0,1.0,53.5,3.66384,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0686966
-4.0,1.0,4.0,1.0,55.0,3.6618,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0665987
-4.0,2.0,4.0,1.0,53.4,3.66298,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0678041
-4.0,3.0,4.0,1.0,48.0,3.66865,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0739088
-4.0,4.0,4.0,1.0,35.0,3.68121,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0893868
-4.0,0.0,5.0,1.0,53.4,3.66884,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0741226
-4.0,1.0,5.0,1.0,55.0,3.66678,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0718374
-4.0,2.0,5.0,1.0,53.5,3.66763,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0727718
-4.0,3.0,5.0,1.0,48.0,3.67261,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0784897
-4.0,4.0,5.0,1.0,34.9,3.68512,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0947914
-4.0,0.0,6.0,1.0,53.4,3.66212,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0669234
-4.0,1.0,6.0,1.0,54.9,3.66145,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0662453
-4.0,2.0,6.0,1.0,53.5,3.66247,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0672804
-4.0,3.0,6.0,1.0,48.0,3.66817,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0733716
-4.0,4.0,6.0,1.0,35.1,3.68258,0.0,16.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0912476
-4.0,0.0,7.0,2.0,44.3,3.78358,1.0,16.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.33579
-4.0,1.0,7.0,2.0,45.0,3.78221,1.0,16.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.331512
-4.0,2.0,7.0,2.0,44.2,3.78171,1.0,16.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.32995
-4.0,3.0,7.0,2.0,41.5,3.78306,1.0,16.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.334166
-4.0,4.0,7.0,2.0,35.0,3.78512,1.0,16.0,0.0448139,11.0,0.0444506,120.0,0.0463739,-1.0,0.340596
-4.0,0.0,8.0,2.0,44.2,3.78374,1.0,16.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.336289
-4.0,1.0,8.0,2.0,45.0,3.78221,1.0,16.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.331512
-4.0,2.0,8.0,2.0,44.2,3.78132,1.0,16.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.328732
-4.0,3.0,8.0,2.0,41.5,3.78323,1.0,16.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.334697
-4.0,4.0,8.0,2.0,35.0,3.7853,1.0,16.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.341157
-4.0,0.0,9.0,2.0,44.2,3.78548,1.0,16.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.341719
-4.0,1.0,9.0,2.0,45.0,3.78356,1.0,16.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.335727
-4.0,2.0,9.0,2.0,44.2,3.78408,1.0,16.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.33735
-4.0,3.0,9.0,2.0,41.5,3.7846,1.0,16.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.338973
-4.0,4.0,9.0,2.0,35.0,3.78735,1.0,16.0,0.0448139,11.0,0.0443009,120.0,0.0462243,-1.0,0.347547
-4.0,0.0,10.0,2.0,44.2,3.78339,1.0,16.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.335196
-4.0,1.0,10.0,2.0,44.9,3.78202,1.0,16.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.330918
-4.0,2.0,10.0,2.0,44.2,3.782,1.0,16.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.330856
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-500.0,0.0,9.0,2.0,40.0,3.62297,210.0,2000.0,0.0389491,503.0,0.041355,480.0,0.0413225,-1.0,0.0376128
-500.0,1.0,9.0,2.0,45.0,3.62899,210.0,2000.0,0.0389491,503.0,0.041355,480.0,0.0413225,-1.0,0.04092
-500.0,2.0,9.0,2.0,36.7,3.64481,210.0,2000.0,0.0389491,503.0,0.041355,480.0,0.0413225,-1.0,0.0515368
-500.0,3.0,9.0,2.0,35.7,3.6479,210.0,2000.0,0.0389491,503.0,0.041355,480.0,0.0413225,-1.0,0.0539734
-500.0,4.0,9.0,2.0,35.1,3.6503,210.0,2000.0,0.0389491,503.0,0.041355,480.0,0.0413225,-1.0,0.0559549
-502.0,0.0,0.0,0.0,43.6,3.19422,211.0,2008.0,0.0389491,503.0,0.0389665,480.0,0.038929,0.0,-0.262706
-502.0,1.0,0.0,0.0,55.5,3.21739,211.0,2008.0,0.0389491,503.0,0.0389665,480.0,0.038929,0.0,-0.206954
-502.0,2.0,0.0,0.0,40.4,3.26378,211.0,2008.0,0.0389491,503.0,0.0389665,480.0,0.038929,0.0,-0.119434
-502.0,3.0,0.0,0.0,35.7,3.2672,211.0,2008.0,0.0389491,503.0,0.0389665,480.0,0.038929,0.0,-0.114142
-502.0,4.0,0.0,0.0,35.1,3.26379,211.0,2008.0,0.0389491,503.0,0.0389665,480.0,0.038929,0.0,-0.119419
-502.0,0.0,10.0,2.0,38.4,3.2358,211.0,2008.0,0.0389491,503.0,0.0388206,480.0,0.0385022,0.0,-0.168569
-502.0,1.0,10.0,2.0,44.9,3.22859,211.0,2008.0,0.0389491,503.0,0.0388206,480.0,0.0385022,0.0,-0.183003
-502.0,2.0,10.0,2.0,37.2,3.24542,211.0,2008.0,0.0389491,503.0,0.0388206,480.0,0.0385022,0.0,-0.150468
-502.0,3.0,10.0,2.0,35.6,3.24439,211.0,2008.0,0.0389491,503.0,0.0388206,480.0,0.0385022,0.0,-0.152344
-502.0,4.0,10.0,2.0,34.9,3.25074,211.0,2008.0,0.0389491,503.0,0.0388206,480.0,0.0385022,0.0,-0.141011
-502.0,0.0,1.0,0.0,43.0,3.23115,211.0,2008.0,0.0389491,503.0,0.0405203,480.0,0.0404425,0.0,-0.177791
-502.0,0.0,11.0,3.0,35.0,3.25023,211.0,0.0,0.0389491,503.0,0.0356891,480.0,0.0352272,0.0,-0.141901
-502.0,1.0,1.0,0.0,55.3,3.24954,211.0,2008.0,0.0389491,503.0,0.0405203,480.0,0.0404425,0.0,-0.14311
-502.0,0.0,12.0,3.0,35.0,3.43454,211.0,0.0,0.0389491,503.0,0.0427506,480.0,0.0426261,0.0,0.00665645
-502.0,2.0,1.0,0.0,40.0,3.28149,211.0,2008.0,0.0389491,503.0,0.0405203,480.0,0.0404425,0.0,-0.0936026
-502.0,0.0,13.0,3.0,35.0,3.3851,211.0,0.0,0.0389491,503.0,0.0422048,480.0,0.0421242,0.0,-0.00726864
-502.0,3.0,1.0,0.0,35.8,3.29234,211.0,2008.0,0.0389491,503.0,0.0405203,480.0,0.0404425,0.0,-0.0796351
-502.0,0.0,14.0,4.0,45.0,3.22668,211.0,0.0,0.0389491,503.0,0.0393369,480.0,0.0391993,0.0,-0.186955
-502.0,4.0,1.0,0.0,34.9,3.29025,211.0,2008.0,0.0389491,503.0,0.0405203,480.0,0.0404425,0.0,-0.0822202
-502.0,0.0,15.0,4.0,45.0,3.24043,211.0,0.0,0.0389491,503.0,0.0399193,480.0,0.0395395,0.0,-0.159694
-502.0,0.0,16.0,4.0,45.0,3.21052,211.0,0.0,0.0389491,503.0,0.039915,480.0,0.0397659,0.0,-0.222594
-502.0,0.0,2.0,0.0,42.6,3.23786,211.0,2008.0,0.0389491,503.0,0.0376416,480.0,0.0372248,0.0,-0.164582
-502.0,1.0,2.0,0.0,55.5,3.24594,211.0,2008.0,0.0389491,503.0,0.0376416,480.0,0.0372248,0.0,-0.149526
-502.0,2.0,2.0,0.0,39.9,3.27995,211.0,2008.0,0.0389491,503.0,0.0376416,480.0,0.0372248,0.0,-0.0956968
-502.0,3.0,2.0,0.0,35.9,3.28439,211.0,2008.0,0.0389491,503.0,0.0376416,480.0,0.0372248,0.0,-0.0897354
-502.0,4.0,2.0,0.0,34.9,3.28987,211.0,2008.0,0.0389491,503.0,0.0376416,480.0,0.0372248,0.0,-0.0826956
-502.0,0.0,3.0,0.0,42.4,3.21792,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.205778
-502.0,1.0,3.0,0.0,55.2,3.20694,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.231038
-502.0,2.0,3.0,0.0,39.7,3.23252,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.175042
-502.0,3.0,3.0,0.0,35.9,3.2332,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.173687
-502.0,4.0,3.0,0.0,34.9,3.24009,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.160335
-502.0,0.0,4.0,1.0,42.0,3.65942,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0642334
-502.0,1.0,4.0,1.0,55.1,3.64084,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0485889
-502.0,2.0,4.0,1.0,39.5,3.66253,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0673418
-502.0,3.0,4.0,1.0,35.9,3.66675,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0718047
-502.0,4.0,4.0,1.0,35.0,3.66784,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0730045
-502.0,0.0,5.0,1.0,42.0,3.64789,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0539653
-502.0,1.0,5.0,1.0,55.0,3.62983,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0414114
-502.0,2.0,5.0,1.0,39.5,3.65064,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0562421
-502.0,3.0,5.0,1.0,36.0,3.65544,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0604709
-502.0,4.0,5.0,1.0,35.0,3.65716,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0620678
-502.0,0.0,6.0,1.0,42.1,3.58122,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0225779
-502.0,1.0,6.0,1.0,55.0,3.56046,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0184698
-502.0,2.0,6.0,1.0,39.6,3.58312,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0230425
-502.0,3.0,6.0,1.0,36.0,3.58845,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.024435
-502.0,4.0,6.0,1.0,35.0,3.59049,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.025004
-502.0,0.0,7.0,2.0,38.3,3.2985,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0723004
-502.0,1.0,7.0,2.0,45.0,3.31036,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.059337
-502.0,2.0,7.0,2.0,37.2,3.33113,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0400687
-502.0,3.0,7.0,2.0,35.4,3.33231,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0390973
-502.0,4.0,7.0,2.0,35.0,3.337,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0353608
-502.0,0.0,8.0,2.0,38.5,3.24728,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.147117
-502.0,1.0,8.0,2.0,45.1,3.24764,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.146474
-502.0,2.0,8.0,2.0,37.2,3.26189,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.122424
-502.0,3.0,8.0,2.0,35.4,3.26723,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.114096
-502.0,4.0,8.0,2.0,34.9,3.26878,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.111747
-502.0,0.0,9.0,2.0,38.4,3.25691,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.130522
-502.0,1.0,9.0,2.0,45.0,3.25692,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.130505
-502.0,2.0,9.0,2.0,37.2,3.27515,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.102407
-502.0,3.0,9.0,2.0,35.4,3.28047,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.0949865
-502.0,4.0,9.0,2.0,35.0,3.2863,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.0872423
-504.0,0.0,0.0,0.0,49.1,3.23544,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.169271
-504.0,1.0,0.0,0.0,55.0,3.34918,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.0265519
-504.0,2.0,0.0,0.0,41.8,3.39794,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.00245533
-504.0,3.0,0.0,0.0,40.5,3.39951,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.0019316
-504.0,4.0,0.0,0.0,35.5,3.41018,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,0.00128335
-504.0,0.0,10.0,2.0,42.1,3.38508,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,-0.00727691
-504.0,1.0,10.0,2.0,44.9,3.4048,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,-0.000264406
-504.0,2.0,10.0,2.0,37.8,3.42062,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,0.0038932
-504.0,3.0,10.0,2.0,37.7,3.42033,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,0.0038273
-504.0,4.0,10.0,2.0,35.1,3.42251,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,0.00431388
-504.0,0.0,1.0,0.0,49.2,3.28458,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.0894855
-504.0,0.0,11.0,3.0,35.0,3.42046,215.0,0.0,0.0389491,503.0,0.0356891,480.0,0.0352434,0.0,0.00385689
-504.0,1.0,1.0,0.0,54.9,3.35517,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.0226711
-504.0,0.0,12.0,3.0,35.0,3.59411,215.0,0.0,0.0389491,503.0,0.0427506,480.0,0.0426422,0.0,0.0260648
-504.0,2.0,1.0,0.0,41.4,3.39245,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.00439517
-504.0,0.0,13.0,3.0,35.0,3.5558,215.0,0.0,0.0389491,503.0,0.0422048,480.0,0.0421404,0.0,0.0177621
-504.0,3.0,1.0,0.0,40.3,3.39575,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.00320868
-504.0,0.0,14.0,4.0,45.0,3.38782,215.0,0.0,0.0389491,503.0,0.0393369,480.0,0.0392155,0.0,-0.00616722
-504.0,4.0,1.0,0.0,35.5,3.40413,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.000467423
-504.0,0.0,15.0,4.0,45.0,3.41635,215.0,0.0,0.0389491,503.0,0.0399193,480.0,0.0395556,0.0,0.00288578
-504.0,0.0,16.0,4.0,45.0,3.35673,215.0,0.0,0.0389491,503.0,0.039915,480.0,0.0397821,0.0,-0.0217071
-504.0,0.0,2.0,0.0,48.7,3.30195,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,-0.0683747
-504.0,1.0,2.0,0.0,55.2,3.40654,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.000252073
-504.0,2.0,2.0,0.0,41.2,3.44431,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.00817853
-504.0,3.0,2.0,0.0,40.5,3.44622,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.00844105
-504.0,4.0,2.0,0.0,35.4,3.45378,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.00938017
-504.0,0.0,3.0,0.0,49.1,3.31517,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,-0.0544974
-504.0,1.0,3.0,0.0,55.1,3.37375,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,-0.0123742
-504.0,2.0,3.0,0.0,41.1,3.40275,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,-0.000892935
-504.0,3.0,3.0,0.0,40.6,3.40619,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,0.000149423
-504.0,4.0,3.0,0.0,35.2,3.41787,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,0.00325363
-504.0,0.0,4.0,1.0,49.0,3.64842,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0543961
-504.0,1.0,4.0,1.0,55.1,3.63984,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0478777
-504.0,2.0,4.0,1.0,40.8,3.65922,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0640387
-504.0,3.0,4.0,1.0,40.4,3.65854,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.063381
-504.0,4.0,4.0,1.0,34.9,3.66628,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0712933
-504.0,0.0,5.0,1.0,49.0,3.63774,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.046424
-504.0,1.0,5.0,1.0,55.1,3.63003,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0415295
-504.0,2.0,5.0,1.0,40.7,3.65013,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.055812
-504.0,3.0,5.0,1.0,40.4,3.64994,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0556526
-504.0,4.0,5.0,1.0,34.9,3.65787,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0627398
-504.0,0.0,6.0,1.0,49.0,3.56751,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0196796
-504.0,1.0,6.0,1.0,55.0,3.55838,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0181453
-504.0,2.0,6.0,1.0,40.8,3.58173,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.022701
-504.0,3.0,6.0,1.0,40.5,3.58004,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0222975
-504.0,4.0,6.0,1.0,35.1,3.58879,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0245284
-504.0,0.0,7.0,2.0,42.0,3.39126,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,-0.00483849
-504.0,1.0,7.0,2.0,45.0,3.42183,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00416427
-504.0,2.0,7.0,2.0,37.8,3.4457,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00837064
-504.0,3.0,7.0,2.0,37.7,3.44881,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00878023
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-916.0,1.0,2.0,0.0,55.4,4.11256,388.0,3664.0,0.0360936,911.0,0.0335198,840.0,0.0332149,0.92867,0.945379
-916.0,0.0,10.0,2.0,38.6,4.11889,388.0,3664.0,0.0360936,911.0,0.0347934,840.0,0.0344885,0.92867,0.961004
-916.0,1.0,0.0,0.0,55.5,4.12597,388.0,3664.0,0.0360936,911.0,0.0366052,840.0,0.0363003,0.92867,0.982844
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+step,substep,cellid,cell_group,temparature,ocv,charge_cycles,thermal_cycles,last_avg_cap,last_avg_step,last_cap,last_cap_step,cap_estimate,soc,soc_estimate,rul
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+2.0,2.0,0.0,0.0,49.4,3.53363,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0152152,244.0
+2.0,3.0,0.0,0.0,43.4,3.54169,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0160038,244.0
+2.0,4.0,0.0,0.0,36.1,3.55081,1.0,8.0,0.0448139,11.0,0.0428723,120.0,0.0447957,-1.0,0.0170782,244.0
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+2.0,1.0,1.0,0.0,55.3,3.5185,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.0140399,244.0
+2.0,2.0,1.0,0.0,48.7,3.53173,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.015048,244.0
+2.0,3.0,1.0,0.0,43.5,3.53948,1.0,8.0,0.0448139,11.0,0.0446696,120.0,0.0465929,-1.0,0.0157738,244.0
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+2.0,3.0,8.0,2.0,39.1,3.52453,1.0,8.0,0.0448139,11.0,0.0449302,120.0,0.0468535,-1.0,0.0144692,336.0
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+2.0,0.0,10.0,2.0,39.2,3.53707,1.0,8.0,0.0448139,11.0,0.0434035,120.0,0.0453268,-1.0,0.0155353,204.0
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+2.0,0.0,11.0,3.0,35.1,3.53727,1.0,0.0,0.0448139,11.0,0.0416491,120.0,0.0435724,-1.0,0.0155546,153.0
+2.0,0.0,12.0,3.0,35.1,3.53107,1.0,0.0,0.0448139,11.0,0.0448903,120.0,0.0468136,-1.0,0.0149915,-1.0
+2.0,0.0,13.0,3.0,35.0,3.52763,1.0,0.0,0.0448139,11.0,0.0446362,120.0,0.0465595,-1.0,0.0147085,-1.0
+2.0,0.0,14.0,4.0,45.0,3.5419,1.0,0.0,0.0448139,11.0,0.042728,120.0,0.0446513,-1.0,0.0160262,301.0
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+502.0,3.0,3.0,0.0,35.9,3.2332,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.173687,96.0
+502.0,4.0,3.0,0.0,34.9,3.24009,211.0,2008.0,0.0389491,503.0,0.0376429,480.0,0.0375855,0.0,-0.160335,96.0
+502.0,0.0,4.0,1.0,42.0,3.65942,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0642334,-1.0
+502.0,1.0,4.0,1.0,55.1,3.64084,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0485889,-1.0
+502.0,2.0,4.0,1.0,39.5,3.66253,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0673418,-1.0
+502.0,3.0,4.0,1.0,35.9,3.66675,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0718047,-1.0
+502.0,4.0,4.0,1.0,35.0,3.66784,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0730045,-1.0
+502.0,0.0,5.0,1.0,42.0,3.64789,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0539653,-1.0
+502.0,1.0,5.0,1.0,55.0,3.62983,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0414114,-1.0
+502.0,2.0,5.0,1.0,39.5,3.65064,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0562421,-1.0
+502.0,3.0,5.0,1.0,36.0,3.65544,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0604709,-1.0
+502.0,4.0,5.0,1.0,35.0,3.65716,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0620678,-1.0
+502.0,0.0,6.0,1.0,42.1,3.58122,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0225779,-1.0
+502.0,1.0,6.0,1.0,55.0,3.56046,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0184698,-1.0
+502.0,2.0,6.0,1.0,39.6,3.58312,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0230425,-1.0
+502.0,3.0,6.0,1.0,36.0,3.58845,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.024435,-1.0
+502.0,4.0,6.0,1.0,35.0,3.59049,0.0,2008.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.025004,-1.0
+502.0,0.0,7.0,2.0,38.3,3.2985,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0723004,116.0
+502.0,1.0,7.0,2.0,45.0,3.31036,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.059337,116.0
+502.0,2.0,7.0,2.0,37.2,3.33113,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0400687,116.0
+502.0,3.0,7.0,2.0,35.4,3.33231,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0390973,116.0
+502.0,4.0,7.0,2.0,35.0,3.337,211.0,2008.0,0.0389491,503.0,0.0411868,480.0,0.0411019,0.0,-0.0353608,116.0
+502.0,0.0,8.0,2.0,38.5,3.24728,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.147117,126.0
+502.0,1.0,8.0,2.0,45.1,3.24764,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.146474,126.0
+502.0,2.0,8.0,2.0,37.2,3.26189,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.122424,126.0
+502.0,3.0,8.0,2.0,35.4,3.26723,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.114096,126.0
+502.0,4.0,8.0,2.0,34.9,3.26878,211.0,2008.0,0.0389491,503.0,0.0418188,480.0,0.0417722,0.0,-0.111747,126.0
+502.0,0.0,9.0,2.0,38.4,3.25691,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.130522,126.0
+502.0,1.0,9.0,2.0,45.0,3.25692,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.130505,126.0
+502.0,2.0,9.0,2.0,37.2,3.27515,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.102407,126.0
+502.0,3.0,9.0,2.0,35.4,3.28047,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.0949865,126.0
+502.0,4.0,9.0,2.0,35.0,3.2863,211.0,2008.0,0.0389491,503.0,0.041355,480.0,0.0413527,0.0,-0.0872423,126.0
+504.0,0.0,0.0,0.0,49.1,3.23544,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.169271,30.0
+504.0,1.0,0.0,0.0,55.0,3.34918,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.0265519,30.0
+504.0,2.0,0.0,0.0,41.8,3.39794,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.00245533,30.0
+504.0,3.0,0.0,0.0,40.5,3.39951,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,-0.0019316,30.0
+504.0,4.0,0.0,0.0,35.5,3.41018,215.0,2016.0,0.0389491,503.0,0.0389665,480.0,0.0389451,0.0,0.00128335,30.0
+504.0,0.0,10.0,2.0,42.1,3.38508,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,-0.00727691,-10.0
+504.0,1.0,10.0,2.0,44.9,3.4048,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,-0.000264406,-10.0
+504.0,2.0,10.0,2.0,37.8,3.42062,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,0.0038932,-10.0
+504.0,3.0,10.0,2.0,37.7,3.42033,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,0.0038273,-10.0
+504.0,4.0,10.0,2.0,35.1,3.42251,215.0,2016.0,0.0389491,503.0,0.0388206,480.0,0.0385183,0.0,0.00431388,-10.0
+504.0,0.0,1.0,0.0,49.2,3.28458,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.0894855,30.0
+504.0,0.0,11.0,3.0,35.0,3.42046,215.0,0.0,0.0389491,503.0,0.0356891,480.0,0.0352434,0.0,0.00385689,-61.0
+504.0,1.0,1.0,0.0,54.9,3.35517,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.0226711,30.0
+504.0,0.0,12.0,3.0,35.0,3.59411,215.0,0.0,0.0389491,503.0,0.0427506,480.0,0.0426422,0.0,0.0260648,-1.0
+504.0,2.0,1.0,0.0,41.4,3.39245,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.00439517,30.0
+504.0,0.0,13.0,3.0,35.0,3.5558,215.0,0.0,0.0389491,503.0,0.0422048,480.0,0.0421404,0.0,0.0177621,-1.0
+504.0,3.0,1.0,0.0,40.3,3.39575,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.00320868,30.0
+504.0,0.0,14.0,4.0,45.0,3.38782,215.0,0.0,0.0389491,503.0,0.0393369,480.0,0.0392155,0.0,-0.00616722,87.0
+504.0,4.0,1.0,0.0,35.5,3.40413,215.0,2016.0,0.0389491,503.0,0.0405203,480.0,0.0404587,0.0,-0.000467423,30.0
+504.0,0.0,15.0,4.0,45.0,3.41635,215.0,0.0,0.0389491,503.0,0.0399193,480.0,0.0395556,0.0,0.00288578,25.0
+504.0,0.0,16.0,4.0,45.0,3.35673,215.0,0.0,0.0389491,503.0,0.039915,480.0,0.0397821,0.0,-0.0217071,123.0
+504.0,0.0,2.0,0.0,48.7,3.30195,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,-0.0683747,-51.0
+504.0,1.0,2.0,0.0,55.2,3.40654,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.000252073,-51.0
+504.0,2.0,2.0,0.0,41.2,3.44431,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.00817853,-51.0
+504.0,3.0,2.0,0.0,40.5,3.44622,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.00844105,-51.0
+504.0,4.0,2.0,0.0,35.4,3.45378,215.0,2016.0,0.0389491,503.0,0.0376416,480.0,0.0372409,0.0,0.00938017,-51.0
+504.0,0.0,3.0,0.0,49.1,3.31517,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,-0.0544974,92.0
+504.0,1.0,3.0,0.0,55.1,3.37375,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,-0.0123742,92.0
+504.0,2.0,3.0,0.0,41.1,3.40275,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,-0.000892935,92.0
+504.0,3.0,3.0,0.0,40.6,3.40619,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,0.000149423,92.0
+504.0,4.0,3.0,0.0,35.2,3.41787,215.0,2016.0,0.0389491,503.0,0.0376429,480.0,0.0376016,0.0,0.00325363,92.0
+504.0,0.0,4.0,1.0,49.0,3.64842,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0543961,-1.0
+504.0,1.0,4.0,1.0,55.1,3.63984,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0478777,-1.0
+504.0,2.0,4.0,1.0,40.8,3.65922,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0640387,-1.0
+504.0,3.0,4.0,1.0,40.4,3.65854,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.063381,-1.0
+504.0,4.0,4.0,1.0,34.9,3.66628,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0712933,-1.0
+504.0,0.0,5.0,1.0,49.0,3.63774,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.046424,-1.0
+504.0,1.0,5.0,1.0,55.1,3.63003,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0415295,-1.0
+504.0,2.0,5.0,1.0,40.7,3.65013,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.055812,-1.0
+504.0,3.0,5.0,1.0,40.4,3.64994,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0556526,-1.0
+504.0,4.0,5.0,1.0,34.9,3.65787,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0627398,-1.0
+504.0,0.0,6.0,1.0,49.0,3.56751,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0196796,-1.0
+504.0,1.0,6.0,1.0,55.0,3.55838,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0181453,-1.0
+504.0,2.0,6.0,1.0,40.8,3.58173,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.022701,-1.0
+504.0,3.0,6.0,1.0,40.5,3.58004,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0222975,-1.0
+504.0,4.0,6.0,1.0,35.1,3.58879,0.0,2016.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0245284,-1.0
+504.0,0.0,7.0,2.0,42.0,3.39126,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,-0.00483849,112.0
+504.0,1.0,7.0,2.0,45.0,3.42183,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00416427,112.0
+504.0,2.0,7.0,2.0,37.8,3.4457,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00837064,112.0
+504.0,3.0,7.0,2.0,37.7,3.44881,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00878023,112.0
+504.0,4.0,7.0,2.0,35.0,3.45687,215.0,2016.0,0.0389491,503.0,0.0411868,480.0,0.041118,0.0,0.00972182,112.0
+504.0,0.0,8.0,2.0,42.1,3.37837,215.0,2016.0,0.0389491,503.0,0.0418188,480.0,0.0417884,0.0,-0.0101941,122.0
+504.0,1.0,8.0,2.0,45.0,3.40481,215.0,2016.0,0.0389491,503.0,0.0418188,480.0,0.0417884,0.0,-0.000261393,122.0
+504.0,2.0,8.0,2.0,37.9,3.42216,215.0,2016.0,0.0389491,503.0,0.0418188,480.0,0.0417884,0.0,0.00423712,122.0
+504.0,3.0,8.0,2.0,37.7,3.42627,215.0,2016.0,0.0389491,503.0,0.0418188,480.0,0.0417884,0.0,0.00510669,122.0
+504.0,4.0,8.0,2.0,35.0,3.43298,215.0,2016.0,0.0389491,503.0,0.0418188,480.0,0.0417884,0.0,0.00638353,122.0
+504.0,0.0,9.0,2.0,42.0,3.40364,215.0,2016.0,0.0389491,503.0,0.041355,480.0,0.0413688,0.0,-0.000617372,122.0
+504.0,1.0,9.0,2.0,45.0,3.42478,215.0,2016.0,0.0389491,503.0,0.041355,480.0,0.0413688,0.0,0.00479941,122.0
+504.0,2.0,9.0,2.0,37.8,3.44538,215.0,2016.0,0.0389491,503.0,0.041355,480.0,0.0413688,0.0,0.00832692,122.0
+504.0,3.0,9.0,2.0,37.7,3.44569,215.0,2016.0,0.0389491,503.0,0.041355,480.0,0.0413688,0.0,0.00836928,122.0
+504.0,4.0,9.0,2.0,35.0,3.45118,215.0,2016.0,0.0389491,503.0,0.041355,480.0,0.0413688,0.0,0.00907439,122.0
+506.0,0.0,0.0,0.0,40.8,3.85216,215.0,2024.0,0.0389491,503.0,0.0389665,480.0,0.0389473,0.492025,0.52396,30.0
+506.0,1.0,0.0,0.0,55.0,3.83461,215.0,2024.0,0.0389491,503.0,0.0389665,480.0,0.0389473,0.492025,0.482673,30.0
+506.0,2.0,0.0,0.0,50.6,3.83544,215.0,2024.0,0.0389491,503.0,0.0389665,480.0,0.0389473,0.492025,0.48473,30.0
+506.0,3.0,0.0,0.0,38.9,3.83837,215.0,2024.0,0.0389491,503.0,0.0389665,480.0,0.0389473,0.492025,0.491905,30.0
+506.0,4.0,0.0,0.0,34.7,3.83891,215.0,2024.0,0.0389491,503.0,0.0389665,480.0,0.0389473,0.492025,0.493212,30.0
+506.0,0.0,10.0,2.0,37.8,3.84612,215.0,2024.0,0.0389491,503.0,0.0388206,480.0,0.0385205,0.492025,0.510254,-10.0
+506.0,1.0,10.0,2.0,45.1,3.84114,215.0,2024.0,0.0389491,503.0,0.0388206,480.0,0.0385205,0.492025,0.498566,-10.0
+506.0,2.0,10.0,2.0,42.1,3.84062,215.0,2024.0,0.0389491,503.0,0.0388206,480.0,0.0385205,0.492025,0.497324,-10.0
+506.0,3.0,10.0,2.0,36.4,3.84166,215.0,2024.0,0.0389491,503.0,0.0388206,480.0,0.0385205,0.492025,0.499803,-10.0
+506.0,4.0,10.0,2.0,34.9,3.842,215.0,2024.0,0.0389491,503.0,0.0388206,480.0,0.0385205,0.492025,0.50061,-10.0
+506.0,0.0,1.0,0.0,40.7,3.83751,215.0,2024.0,0.0389491,503.0,0.0405203,480.0,0.0404608,0.492025,0.489813,30.0
+506.0,0.0,11.0,3.0,35.0,3.85059,215.0,0.0,0.0389491,503.0,0.0356891,480.0,0.0352455,0.492025,0.520445,-61.0
+506.0,1.0,1.0,0.0,55.0,3.82223,215.0,2024.0,0.0389491,503.0,0.0405203,480.0,0.0404608,0.492025,0.450622,30.0
+506.0,0.0,12.0,3.0,35.0,3.82623,215.0,0.0,0.0389491,503.0,0.0427506,480.0,0.0426444,0.492025,0.461267,-1.0
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+916.0,1.0,10.0,2.0,44.9,4.11379,388.0,3664.0,0.0360936,911.0,0.0347934,840.0,0.0344885,0.92867,0.948162,-183.0
+916.0,1.0,3.0,0.0,55.2,4.11993,388.0,3664.0,0.0360936,911.0,0.0351143,840.0,0.0348094,0.92867,0.963902,-81.0
+916.0,2.0,0.0,0.0,44.4,4.12716,388.0,3664.0,0.0360936,911.0,0.0366052,840.0,0.0363003,0.92867,0.987033,-143.0
+916.0,1.0,5.0,1.0,55.1,2.61222,0.0,3664.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-6.37756,-1.0
+916.0,0.0,7.0,2.0,38.7,4.11104,388.0,3664.0,0.0360936,911.0,0.038936,840.0,0.0386311,0.92867,0.942095,-61.0
+916.0,2.0,3.0,0.0,43.2,4.11976,388.0,3664.0,0.0360936,911.0,0.0351143,840.0,0.0348094,0.92867,0.963421,-81.0
+916.0,0.0,2.0,0.0,43.2,4.12131,388.0,3664.0,0.0360936,911.0,0.0335198,840.0,0.0332149,0.92867,0.967906,-224.0
+916.0,1.0,7.0,2.0,45.0,4.1069,388.0,3664.0,0.0360936,911.0,0.038936,840.0,0.0386311,0.92867,0.933939,-61.0
+916.0,1.0,2.0,0.0,55.4,4.11256,388.0,3664.0,0.0360936,911.0,0.0335198,840.0,0.0332149,0.92867,0.945379,-224.0
+916.0,0.0,10.0,2.0,38.6,4.11889,388.0,3664.0,0.0360936,911.0,0.0347934,840.0,0.0344885,0.92867,0.961004,-183.0
+916.0,1.0,0.0,0.0,55.5,4.12597,388.0,3664.0,0.0360936,911.0,0.0366052,840.0,0.0363003,0.92867,0.982844,-143.0
+916.0,1.0,8.0,2.0,45.0,4.10825,388.0,3664.0,0.0360936,911.0,0.0396573,840.0,0.0393523,0.92867,0.936479,-51.0
+916.0,1.0,1.0,0.0,55.4,4.11958,388.0,3664.0,0.0360936,911.0,0.0379749,840.0,0.03767,0.92867,0.962915,-143.0
+916.0,0.0,1.0,0.0,43.3,4.12611,388.0,3664.0,0.0360936,911.0,0.0379749,840.0,0.03767,0.92867,0.983329,-143.0
diff --git a/run-24-06-13/run-24-06-13.tar b/run-24-06-13/run-24-06-13.tar
index 93ad3e6c..21c3ceb8 100644
Binary files a/run-24-06-13/run-24-06-13.tar and b/run-24-06-13/run-24-06-13.tar differ
diff --git a/scripts/cellmeta.py b/scripts/cellmeta.py
index 53e11d65..00fb6095 100644
--- a/scripts/cellmeta.py
+++ b/scripts/cellmeta.py
@@ -136,3 +136,4 @@ class CellMeta:
 			self.soc = -1
 			self.cap_esitmate = -1
 		self.soc_estimate = -1
+		self.rul = -1
diff --git a/scripts/createdataset.py b/scripts/createdataset.py
index 485cd2d2..d2fcbd8f 100644
--- a/scripts/createdataset.py
+++ b/scripts/createdataset.py
@@ -6,6 +6,7 @@ import tarfile
 from chargefile import ChargeFile
 from spectrafile import SpectraFile
 from soc_estimation import add_soc_estimate
+from rul import add_rul
 
 
 if __name__ == "__main__":
@@ -53,6 +54,7 @@ if __name__ == "__main__":
 	spectras.sort(key=lambda spectra: spectra.step)
 
 	add_soc_estimate(spectras)
+	add_rul(spectras, cells)
 
 	for spectra in spectras:
 		spectra.write(args.out + ".tmp")
diff --git a/scripts/soc_estimation.py b/scripts/soc_estimation.py
index 7375c734..edbf86f6 100644
--- a/scripts/soc_estimation.py
+++ b/scripts/soc_estimation.py
@@ -1,13 +1,5 @@
-from scipy.optimize import curve_fit
 from scipy.interpolate import splrep, splev
-import csv
-import argparse
 import numpy
-import matplotlib.pyplot as plt
-from eisgenerator import EisSpectra
-import io
-import tarfile
-from tqdm import tqdm
 from spectrafile import SpectraFile
 
 
diff --git a/scripts/spectrafile.py b/scripts/spectrafile.py
index 84a0754b..e80008f7 100644
--- a/scripts/spectrafile.py
+++ b/scripts/spectrafile.py
@@ -28,11 +28,12 @@ class SpectraFile:
 	def write(self, directory: str):
 		metaList = [float(self.step), float(self.substep), float(self.cellid), float(self.meta.cell_group), float(self.temperature), float(self.ocv),
 			float(self.meta.charge_cycles), float(self.meta.thermal_cycles), float(self.meta.last_avg_cap), float(self.meta.last_avg_cap_step),
-			float(self.meta.last_cap), float(self.meta.last_cap_step), float(self.meta.cap_esitmate), float(self.meta.soc), float(self.meta.soc_estimate)]
+			float(self.meta.last_cap), float(self.meta.last_cap_step), float(self.meta.cap_esitmate), float(self.meta.soc), float(self.meta.soc_estimate),
+			float(self.meta.rul)]
 		self.spectra.setLabels(metaList)
 		self.spectra.model = "Unkown"
 		meta_dsc_strings = ["step", "substep", "cellid", "cell_group", "temparature", "ocv", "charge_cycles", "thermal_cycles",
-			"last_avg_cap", "last_avg_step", "last_cap", "last_cap_step", "cap_estimate", "soc", "soc_estimate"]
+			"last_avg_cap", "last_avg_step", "last_cap", "last_cap_step", "cap_estimate", "soc", "soc_estimate", "rul"]
 		self.spectra.headerDescription = "File origin"
 		self.spectra.header = "CoinCellHell mesurement file"
 		self.spectra.labelNames = meta_dsc_strings