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ChuXun
2026-02-16 21:52:26 +08:00
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A题/参考/MCM2026_battery_state_table.csv Normal file
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battery_state_id,battery_dataset,battery_cell,battery_state_label,battery_sample,Q_full_Ah,SOH,Q_eff_C,ocv_c0,ocv_c1,ocv_c2,ocv_c3,ocv_c4,ocv_c5,_k
D3_Cell01_new,3,Cell01,new,1,2.77844864801031,1.0,10002.415132837115,3.348702527950995,2.4406927638006404,-9.555064783058578,20.921922901008205,-20.325184501415578,7.381044900802154,1
D3_Cell01_slight,3,Cell01,slight,88,2.63958242087563,0.9500202290101263,9502.496715152269,3.3501555096602313,2.500250029869602,-9.883869265932963,21.67622989500657,-20.987718962335148,7.55883153837308,1
D3_Cell01_moderate,3,Cell01,moderate,252,2.5006481700358,0.9000159753992765,9002.33341212888,3.355527802859603,2.66019797990326,-10.957446788075037,24.408559733022834,-23.99002780615626,8.735662696997302,1
D3_Cell01_aged,3,Cell01,aged,383,2.36046708269256,0.849562969026952,8497.681497693215,3.3875476215511022,2.5878930608572874,-10.852507234714995,24.59326110454595,-24.593025889407922,9.091388316041451,1
D3_Cell01_old,3,Cell01,old,533,2.22176986250828,0.7996440258484978,7998.371505029808,3.414508858239886,2.5969194370095985,-10.973401402372234,25.011442730539756,-25.19708841970389,9.361431648919165,1
D3_Cell01_eol,3,Cell01,eol,920,1.75909388516163,0.6331208915526815,6332.737986581868,3.4851740794721544,2.808286570407081,-12.203469564610344,27.79567512695239,-28.16842885550565,10.498154391257973,1
D3_Cell02_new,3,Cell02,new,1,2.77820243066558,1.0,10001.528750396088,3.3487841202832906,2.4292468507980396,-9.533476237960382,21.00305701082634,-20.528239461153433,7.494574475243245,1
D3_Cell02_slight,3,Cell02,slight,87,2.63933819635598,0.9500165168755065,9501.617506881528,3.351064738595934,2.5466264168108608,-10.252647145332022,22.696945450085234,-22.144177126758045,8.017546529167896,1
D3_Cell02_moderate,3,Cell02,moderate,250,2.5007637148231,0.9001373288065213,9002.74937336316,3.3696064977789533,2.535320055133958,-10.48917463811161,23.59931403146513,-23.35970966117293,8.560309541886127,1
D3_Cell02_aged,3,Cell02,aged,386,2.3618184352593,0.8501246738501608,8502.54636693348,3.3849329916731246,2.7216909989085085,-11.66283855798987,26.412962986737426,-26.345810333369275,9.704608069612286,1
D3_Cell02_old,3,Cell02,old,512,2.22211627495046,0.7998395834741613,7999.618589821655,3.4147861846271574,2.709658906904233,-11.793987907816604,26.98762638060368,-27.206066370495375,10.104678707377525,1
D3_Cell02_eol,3,Cell02,eol,926,1.7794236092239,0.6404945836857538,6405.92499320604,3.4851257809399816,2.749183150846929,-11.862059444787265,26.883465715777703,-27.099883362026574,10.059275055429833,1
D3_Cell03_new,3,Cell03,new,1,2.7481795829127,1.0,9893.446498485719,3.339270544355083,2.7495086457320554,-11.289389618486297,24.88087408330716,-24.288619190390648,8.823666122739684,1
D3_Cell03_slight,3,Cell03,slight,94,2.61076125183109,0.9499965970433544,9398.740506591923,3.348689441178767,2.6863047073137882,-10.978207236549213,24.266956786947272,-23.685948361825446,8.57987158552054,1
D3_Cell03_moderate,3,Cell03,moderate,252,2.47360083505584,0.9000870432325083,8904.963006201024,3.3688216235165904,2.6949325635873764,-11.430945803450399,25.792702071243397,-25.602062639336477,9.393301355002693,1
D3_Cell03_aged,3,Cell03,aged,411,2.33533175909791,0.8497740735788355,8407.194332752475,3.394506979221276,2.6594189942473667,-11.384610546724955,25.879995516177953,-25.91960540994688,9.58531575192253,1
D3_Cell03_old,3,Cell03,old,548,2.19992851851429,0.8005039161897355,7919.742666651444,3.4196807450309707,2.728241715496962,-11.838117993931451,26.929511868814757,-27.019732387721678,9.99456371383647,1
D3_Cell03_eol,3,Cell03,eol,924,1.71409512927435,0.6237202037057711,6170.742465387661,3.491592880634444,2.924240202443404,-13.0856669295375,29.780753685282416,-29.967567929300664,11.07296560826564,1
D5_Cell01_new,5,Cell01,new,1,28.0597044469082,1.0,101014.93600886952,2.712178358891645,13.594149619800383,-84.83854684315706,211.02718769853172,-224.60837054298554,85.76669177669494,1
D5_Cell01_slight,5,Cell01,slight,149,26.6452087002525,0.9495897845491541,95922.751320909,2.813987443463249,10.611914025584973,-64.63852748613164,160.0759822302047,-170.89237407695074,65.65795047685485,1
D5_Cell01_moderate,5,Cell01,moderate,472,25.2540722072052,0.9000120530488288,90914.65994593872,2.7961538842319418,10.704216740659875,-64.22886862004279,157.797992914931,-167.80117630036494,64.3535725734674,1
D5_Cell01_aged,5,Cell01,aged,910,23.8511690882843,0.8500149790748198,85864.20871782348,2.788788285964136,10.596767678022529,-62.614948993227415,152.58299117051996,-161.56715409251765,61.83619286368555,1
D5_Cell01_old,5,Cell01,old,1125,22.4483649294311,0.8000214318688096,80814.11374595197,2.7983317942814168,10.140743301948302,-59.26514836406595,144.29141883108616,-153.26414840051018,58.93435438598276,1
D5_Cell01_eol,5,Cell01,eol,1411,21.3334011779417,0.7602860257600593,76800.24424059011,2.8227894807685465,9.421874754485103,-54.347234755875675,131.7429417621313,-139.78112376703658,53.770482987422234,1
D5_Cell02_new,5,Cell02,new,1,28.0923157698386,1.0,101132.33677141895,2.7114171137094973,13.539744734948796,-84.19265818593844,208.78949637314653,-221.64455746875376,84.41318074117014,1
D5_Cell02_slight,5,Cell02,slight,173,26.6874353672492,0.9499905805523604,96074.76732209712,2.8127111102997406,10.57868936318483,-64.2835950093942,159.0563742381447,-169.81395157904595,65.262269895226,1
D5_Cell02_moderate,5,Cell02,moderate,511,25.2818467212326,0.8999559498180115,91014.64819643737,2.8023693422890683,10.514506325560268,-62.93985531853953,154.55573311672748,-164.38581654870737,63.05929767442317,1
D5_Cell02_aged,5,Cell02,aged,972,23.9286297486492,0.8517855895077274,86143.06709513711,2.808086602300899,10.16820610672476,-60.143334669150086,147.13991322333194,-156.54817065469794,60.20051278862197,1
D5_Cell02_old,5,Cell02,old,1272,22.4727203126243,0.7999596934885733,80901.79312544748,2.822396794710209,9.582371951793537,-56.02541459108144,137.23407687152266,-146.91566652411515,56.9602621412949,1
D5_Cell02_eol,5,Cell02,eol,1403,21.7019549093639,0.7725228168147059,78127.03767371003,2.8277254493400905,9.343975117752068,-54.075831920595235,131.51233948820146,-139.88501976107244,53.88569271908315,1
D5_Cell03_new,5,Cell03,new,1,27.8939800451219,1.0,100418.32816243883,2.7309260798170913,13.30473536202371,-82.75118366023916,205.21773806778037,-217.94933765375234,83.08032642929399,1
D5_Cell03_slight,5,Cell03,slight,171,26.4965028537846,0.9499004018402283,95387.41027362457,2.841770109611368,10.084522297809325,-61.06061765812886,150.69429625728543,-160.55321615545765,61.605856129313615,1
D5_Cell03_moderate,5,Cell03,moderate,536,25.1035345432618,0.8999624471894576,90372.72435574248,2.8322486575430883,10.015571451323659,-59.82223718206884,146.78452090892588,-156.16037992214257,59.977394881834186,1
D5_Cell03_aged,5,Cell03,aged,971,23.7490224970242,0.8514031507374449,85496.48098928711,2.7161633102461207,12.587453001215502,-75.34244828879243,183.9991548319218,-194.6525332546797,74.37454439355574,1
D5_Cell03_old,5,Cell03,old,1273,22.3187964613669,0.8001295055515039,80347.66726092085,2.8320911032738834,9.463602109348432,-55.051601644389166,134.07737621604602,-142.66598074594754,54.9876151830591,1
D5_Cell03_eol,5,Cell03,eol,1420,21.8101703707176,0.7818952453338319,78516.61333458337,2.843824276690259,9.143331560550246,-52.964591525556756,128.91981124933645,-137.2374346826001,52.933893789137805,1
1 battery_state_id battery_dataset battery_cell battery_state_label battery_sample Q_full_Ah SOH Q_eff_C ocv_c0 ocv_c1 ocv_c2 ocv_c3 ocv_c4 ocv_c5 _k
2 D3_Cell01_new 3 Cell01 new 1 2.77844864801031 1.0 10002.415132837115 3.348702527950995 2.4406927638006404 -9.555064783058578 20.921922901008205 -20.325184501415578 7.381044900802154 1
3 D3_Cell01_slight 3 Cell01 slight 88 2.63958242087563 0.9500202290101263 9502.496715152269 3.3501555096602313 2.500250029869602 -9.883869265932963 21.67622989500657 -20.987718962335148 7.55883153837308 1
4 D3_Cell01_moderate 3 Cell01 moderate 252 2.5006481700358 0.9000159753992765 9002.33341212888 3.355527802859603 2.66019797990326 -10.957446788075037 24.408559733022834 -23.99002780615626 8.735662696997302 1
5 D3_Cell01_aged 3 Cell01 aged 383 2.36046708269256 0.849562969026952 8497.681497693215 3.3875476215511022 2.5878930608572874 -10.852507234714995 24.59326110454595 -24.593025889407922 9.091388316041451 1
6 D3_Cell01_old 3 Cell01 old 533 2.22176986250828 0.7996440258484978 7998.371505029808 3.414508858239886 2.5969194370095985 -10.973401402372234 25.011442730539756 -25.19708841970389 9.361431648919165 1
7 D3_Cell01_eol 3 Cell01 eol 920 1.75909388516163 0.6331208915526815 6332.737986581868 3.4851740794721544 2.808286570407081 -12.203469564610344 27.79567512695239 -28.16842885550565 10.498154391257973 1
8 D3_Cell02_new 3 Cell02 new 1 2.77820243066558 1.0 10001.528750396088 3.3487841202832906 2.4292468507980396 -9.533476237960382 21.00305701082634 -20.528239461153433 7.494574475243245 1
9 D3_Cell02_slight 3 Cell02 slight 87 2.63933819635598 0.9500165168755065 9501.617506881528 3.351064738595934 2.5466264168108608 -10.252647145332022 22.696945450085234 -22.144177126758045 8.017546529167896 1
10 D3_Cell02_moderate 3 Cell02 moderate 250 2.5007637148231 0.9001373288065213 9002.74937336316 3.3696064977789533 2.535320055133958 -10.48917463811161 23.59931403146513 -23.35970966117293 8.560309541886127 1
11 D3_Cell02_aged 3 Cell02 aged 386 2.3618184352593 0.8501246738501608 8502.54636693348 3.3849329916731246 2.7216909989085085 -11.66283855798987 26.412962986737426 -26.345810333369275 9.704608069612286 1
12 D3_Cell02_old 3 Cell02 old 512 2.22211627495046 0.7998395834741613 7999.618589821655 3.4147861846271574 2.709658906904233 -11.793987907816604 26.98762638060368 -27.206066370495375 10.104678707377525 1
13 D3_Cell02_eol 3 Cell02 eol 926 1.7794236092239 0.6404945836857538 6405.92499320604 3.4851257809399816 2.749183150846929 -11.862059444787265 26.883465715777703 -27.099883362026574 10.059275055429833 1
14 D3_Cell03_new 3 Cell03 new 1 2.7481795829127 1.0 9893.446498485719 3.339270544355083 2.7495086457320554 -11.289389618486297 24.88087408330716 -24.288619190390648 8.823666122739684 1
15 D3_Cell03_slight 3 Cell03 slight 94 2.61076125183109 0.9499965970433544 9398.740506591923 3.348689441178767 2.6863047073137882 -10.978207236549213 24.266956786947272 -23.685948361825446 8.57987158552054 1
16 D3_Cell03_moderate 3 Cell03 moderate 252 2.47360083505584 0.9000870432325083 8904.963006201024 3.3688216235165904 2.6949325635873764 -11.430945803450399 25.792702071243397 -25.602062639336477 9.393301355002693 1
17 D3_Cell03_aged 3 Cell03 aged 411 2.33533175909791 0.8497740735788355 8407.194332752475 3.394506979221276 2.6594189942473667 -11.384610546724955 25.879995516177953 -25.91960540994688 9.58531575192253 1
18 D3_Cell03_old 3 Cell03 old 548 2.19992851851429 0.8005039161897355 7919.742666651444 3.4196807450309707 2.728241715496962 -11.838117993931451 26.929511868814757 -27.019732387721678 9.99456371383647 1
19 D3_Cell03_eol 3 Cell03 eol 924 1.71409512927435 0.6237202037057711 6170.742465387661 3.491592880634444 2.924240202443404 -13.0856669295375 29.780753685282416 -29.967567929300664 11.07296560826564 1
20 D5_Cell01_new 5 Cell01 new 1 28.0597044469082 1.0 101014.93600886952 2.712178358891645 13.594149619800383 -84.83854684315706 211.02718769853172 -224.60837054298554 85.76669177669494 1
21 D5_Cell01_slight 5 Cell01 slight 149 26.6452087002525 0.9495897845491541 95922.751320909 2.813987443463249 10.611914025584973 -64.63852748613164 160.0759822302047 -170.89237407695074 65.65795047685485 1
22 D5_Cell01_moderate 5 Cell01 moderate 472 25.2540722072052 0.9000120530488288 90914.65994593872 2.7961538842319418 10.704216740659875 -64.22886862004279 157.797992914931 -167.80117630036494 64.3535725734674 1
23 D5_Cell01_aged 5 Cell01 aged 910 23.8511690882843 0.8500149790748198 85864.20871782348 2.788788285964136 10.596767678022529 -62.614948993227415 152.58299117051996 -161.56715409251765 61.83619286368555 1
24 D5_Cell01_old 5 Cell01 old 1125 22.4483649294311 0.8000214318688096 80814.11374595197 2.7983317942814168 10.140743301948302 -59.26514836406595 144.29141883108616 -153.26414840051018 58.93435438598276 1
25 D5_Cell01_eol 5 Cell01 eol 1411 21.3334011779417 0.7602860257600593 76800.24424059011 2.8227894807685465 9.421874754485103 -54.347234755875675 131.7429417621313 -139.78112376703658 53.770482987422234 1
26 D5_Cell02_new 5 Cell02 new 1 28.0923157698386 1.0 101132.33677141895 2.7114171137094973 13.539744734948796 -84.19265818593844 208.78949637314653 -221.64455746875376 84.41318074117014 1
27 D5_Cell02_slight 5 Cell02 slight 173 26.6874353672492 0.9499905805523604 96074.76732209712 2.8127111102997406 10.57868936318483 -64.2835950093942 159.0563742381447 -169.81395157904595 65.262269895226 1
28 D5_Cell02_moderate 5 Cell02 moderate 511 25.2818467212326 0.8999559498180115 91014.64819643737 2.8023693422890683 10.514506325560268 -62.93985531853953 154.55573311672748 -164.38581654870737 63.05929767442317 1
29 D5_Cell02_aged 5 Cell02 aged 972 23.9286297486492 0.8517855895077274 86143.06709513711 2.808086602300899 10.16820610672476 -60.143334669150086 147.13991322333194 -156.54817065469794 60.20051278862197 1
30 D5_Cell02_old 5 Cell02 old 1272 22.4727203126243 0.7999596934885733 80901.79312544748 2.822396794710209 9.582371951793537 -56.02541459108144 137.23407687152266 -146.91566652411515 56.9602621412949 1
31 D5_Cell02_eol 5 Cell02 eol 1403 21.7019549093639 0.7725228168147059 78127.03767371003 2.8277254493400905 9.343975117752068 -54.075831920595235 131.51233948820146 -139.88501976107244 53.88569271908315 1
32 D5_Cell03_new 5 Cell03 new 1 27.8939800451219 1.0 100418.32816243883 2.7309260798170913 13.30473536202371 -82.75118366023916 205.21773806778037 -217.94933765375234 83.08032642929399 1
33 D5_Cell03_slight 5 Cell03 slight 171 26.4965028537846 0.9499004018402283 95387.41027362457 2.841770109611368 10.084522297809325 -61.06061765812886 150.69429625728543 -160.55321615545765 61.605856129313615 1
34 D5_Cell03_moderate 5 Cell03 moderate 536 25.1035345432618 0.8999624471894576 90372.72435574248 2.8322486575430883 10.015571451323659 -59.82223718206884 146.78452090892588 -156.16037992214257 59.977394881834186 1
35 D5_Cell03_aged 5 Cell03 aged 971 23.7490224970242 0.8514031507374449 85496.48098928711 2.7161633102461207 12.587453001215502 -75.34244828879243 183.9991548319218 -194.6525332546797 74.37454439355574 1
36 D5_Cell03_old 5 Cell03 old 1273 22.3187964613669 0.8001295055515039 80347.66726092085 2.8320911032738834 9.463602109348432 -55.051601644389166 134.07737621604602 -142.66598074594754 54.9876151830591 1
37 D5_Cell03_eol 5 Cell03 eol 1420 21.8101703707176 0.7818952453338319 78516.61333458337 2.843824276690259 9.143331560550246 -52.964591525556756 128.91981124933645 -137.2374346826001 52.933893789137805 1