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Les tensions de cellule entrent dans la base, avec leur decalage d'horloge

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Nouvelle table cellule, indexee par CODE-BARRES et non par adresse :
chaque chaine renumerote ses modules a partir de 1, il existe donc
deux « module 1 » dans ce parc.

L'importeur lit les exports d'historique et les CSV de suivi. Deux
pieges corriges en le construisant : le tampon du BMS est circulaire,
donc le plus grand index n'est pas le plus recent - trier par index
donnait un decalage deduit de -865 h ; et les fichiers d'evenements
portent les memes colonnes sans decrire un echantillonnage regulier,
ils sont ecartes.

La deduction du decalage d'horloge reste approximative : sur BAT3 elle
donne huit heures la ou le chronometre en donne six. La console
inscrit desormais le decalage en tete de chaque export, mesure a la
seconde ou il commence ; l'importeur le prefere toujours a sa propre
deduction.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KKzkkVTG6KXnGXFFC7X9XJ
This commit is contained in:
Tallagrand Thierry
2026-09-05 13:39:17 +02:00
parent 1132d3147f
commit f762616893
5 changed files with 592 additions and 0 deletions
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273
docs/mesures/batteries/202609051304-suivi.csv
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@@ -32,3 +32,276 @@ heure_reelle,etat,courant_mA,c1_mV,c2_mV,c3_mV,c4_mV,c5_mV,c6_mV,c7_mV,c8_mV,c9_
2026-09-05T11:08:13.050Z,module1,,3364,3364,3364,3363,3364,3404,3534,3363,3364,3363,3381,3390,3364,3459,3364,171 2026-09-05T11:08:13.050Z,module1,,3364,3364,3364,3363,3364,3404,3534,3363,3364,3363,3381,3390,3364,3459,3364,171
2026-09-05T11:08:13.208Z,module2,,3385,3383,3386,3386,3384,3384,3386,3382,3384,3398,3383,3384,3385,3385,3385,16 2026-09-05T11:08:13.208Z,module2,,3385,3383,3386,3386,3384,3384,3386,3382,3384,3398,3383,3384,3385,3385,3385,16
2026-09-05T11:08:13.365Z,module3,,3361,3368,3361,3360,3359,3557,3359,3360,3360,3445,3362,3390,3360,3361,3431,198 2026-09-05T11:08:13.365Z,module3,,3361,3368,3361,3360,3359,3557,3359,3360,3360,3445,3362,3390,3360,3361,3431,198
2026-09-05T11:08:33.496Z,module1,,3364,3363,3364,3363,3364,3405,3526,3363,3364,3363,3381,3390,3364,3460,3364,163
2026-09-05T11:08:33.653Z,module2,,3385,3383,3386,3387,3384,3384,3386,3383,3385,3399,3384,3384,3385,3385,3385,16
2026-09-05T11:08:33.810Z,module3,,3360,3366,3360,3359,3358,3548,3358,3359,3359,3442,3361,3389,3359,3360,3431,190
2026-09-05T11:08:53.955Z,module1,,3364,3363,3364,3363,3364,3407,3523,3363,3364,3363,3382,3390,3364,3462,3364,160
2026-09-05T11:08:54.112Z,module2,,3386,3384,3387,3387,3385,3385,3386,3383,3385,3399,3384,3385,3385,3385,3386,16
2026-09-05T11:08:54.269Z,module3,,3360,3365,3359,3359,3358,3544,3358,3359,3359,3442,3360,3389,3358,3360,3433,186
2026-09-05T11:09:14.401Z,module1,,3358,3357,3358,3357,3358,3393,3488,3357,3358,3357,3373,3377,3358,3448,3358,131
2026-09-05T11:09:14.589Z,module2,,3377,3375,3377,3378,3376,3376,3377,3374,3376,3388,3375,3376,3376,3376,3376,14
2026-09-05T11:09:14.745Z,module3,,3352,3352,3352,3353,3352,3502,3351,3352,3353,3420,3352,3374,3352,3353,3416,151
2026-09-05T11:09:34.892Z,module1,,3365,3364,3364,3363,3364,3406,3512,3363,3364,3363,3382,3390,3364,3462,3364,149
2026-09-05T11:09:35.052Z,module2,,3385,3382,3386,3386,3384,3384,3385,3382,3384,3398,3383,3384,3384,3384,3385,16
2026-09-05T11:09:35.209Z,module3,,3359,3363,3359,3358,3358,3528,3357,3358,3358,3438,3360,3387,3358,3359,3434,171
2026-09-05T11:09:55.340Z,module1,,3367,3365,3366,3365,3366,3414,3526,3365,3365,3365,3385,3395,3366,3471,3366,161
2026-09-05T11:09:55.497Z,module2,,3390,3387,3390,3390,3388,3389,3389,3386,3388,3403,3388,3388,3389,3389,3389,17
2026-09-05T11:09:55.654Z,module3,,3362,3368,3361,3361,3361,3546,3359,3361,3361,3447,3362,3393,3361,3362,3446,187
2026-09-05T11:10:15.802Z,module1,,3370,3369,3369,3368,3369,3427,3554,3368,3368,3368,3390,3404,3369,3487,3369,186
2026-09-05T11:10:15.959Z,module2,,3397,3394,3397,3398,3395,3396,3397,3393,3395,3412,3395,3396,3396,3396,3396,19
2026-09-05T11:10:16.115Z,module3,,3367,3378,3367,3366,3366,3577,3364,3366,3366,3467,3368,3406,3366,3367,3469,213
2026-09-05T11:10:36.262Z,module1,,3366,3365,3365,3364,3365,3421,3534,3364,3365,3364,3385,3396,3365,3482,3365,170
2026-09-05T11:10:36.451Z,module2,,3395,3392,3395,3395,3393,3393,3395,3391,3393,3409,3393,3393,3394,3393,3393,18
2026-09-05T11:10:36.609Z,module3,,3366,3376,3366,3365,3365,3565,3364,3365,3365,3463,3367,3406,3365,3366,3469,201
2026-09-05T11:10:56.745Z,module1,,3366,3366,3366,3365,3365,3427,3537,3365,3366,3364,3386,3398,3366,3489,3365,173
2026-09-05T11:10:56.901Z,module2,,3394,3392,3395,3395,3392,3392,3394,3390,3393,3408,3392,3393,3393,3393,3392,18
2026-09-05T11:10:57.057Z,module3,,3365,3374,3365,3364,3364,3564,3363,3364,3364,3461,3366,3405,3364,3365,3472,201
2026-09-05T11:11:17.201Z,module1,,3365,3364,3365,3363,3364,3424,3524,3364,3364,3363,3385,3394,3365,3486,3364,161
2026-09-05T11:11:17.358Z,module2,,3392,3389,3392,3393,3390,3389,3392,3388,3390,3405,3389,3390,3391,3391,3389,17
2026-09-05T11:11:17.514Z,module3,,3364,3371,3363,3363,3362,3550,3362,3363,3363,3456,3365,3403,3363,3364,3470,188
2026-09-05T11:11:37.655Z,module1,,3364,3363,3364,3362,3363,3424,3518,3363,3363,3362,3383,3393,3364,3485,3363,156
2026-09-05T11:11:37.815Z,module2,,3391,3389,3392,3392,3389,3389,3391,3387,3389,3404,3388,3390,3390,3390,3388,17
2026-09-05T11:11:37.972Z,module3,,3363,3370,3363,3363,3362,3545,3361,3362,3362,3454,3364,3402,3362,3364,3472,184
2026-09-05T11:11:58.101Z,module1,,3355,3356,3357,3355,3357,3405,3482,3356,3356,3356,3372,3376,3357,3465,3356,127
2026-09-05T11:11:58.258Z,module2,,3379,3378,3380,3380,3377,3377,3380,3376,3378,3389,3376,3379,3379,3378,3376,13
2026-09-05T11:11:58.475Z,module3,,3360,3363,3359,3358,3357,3512,3358,3358,3358,3435,3361,3393,3358,3359,3451,155
2026-09-05T11:12:18.616Z,module1,,3360,3360,3361,3360,3362,3416,3497,3360,3361,3360,3379,3386,3361,3475,3361,137
2026-09-05T11:12:18.774Z,module2,,3382,3380,3383,3384,3381,3379,3383,3379,3381,3394,3379,3382,3382,3381,3380,15
2026-09-05T11:12:18.930Z,module3,,3361,3366,3360,3360,3359,3522,3359,3360,3360,3440,3362,3397,3360,3361,3460,163
2026-09-05T11:12:39.060Z,module1,,3362,3361,3362,3361,3362,3419,3497,3361,3362,3361,3380,3388,3362,3476,3362,136
2026-09-05T11:12:39.219Z,module2,,3383,3381,3384,3385,3383,3380,3383,3380,3382,3396,3380,3382,3383,3382,3382,16
2026-09-05T11:12:39.375Z,module3,,3360,3364,3359,3359,3358,3519,3358,3359,3359,3438,3361,3396,3358,3360,3460,161
2026-09-05T11:12:59.511Z,module1,,3367,3366,3366,3366,3367,3435,3522,3365,3366,3366,3387,3399,3366,3493,3367,157
2026-09-05T11:12:59.668Z,module2,,3392,3389,3393,3393,3391,3389,3392,3388,3391,3405,3389,3391,3392,3391,3390,17
2026-09-05T11:12:59.825Z,module3,,3363,3369,3362,3362,3361,3541,3361,3362,3362,3450,3364,3404,3362,3363,3479,180
2026-09-05T11:13:19.955Z,module1,,3368,3367,3367,3366,3368,3440,3520,3366,3367,3367,3389,3401,3367,3495,3368,154
2026-09-05T11:13:20.142Z,module2,,3395,3392,3396,3396,3394,3393,3395,3391,3393,3409,3393,3394,3395,3394,3393,18
2026-09-05T11:13:20.297Z,module3,,3363,3370,3362,3362,3361,3538,3361,3362,3362,3450,3364,3406,3362,3363,3481,177
2026-09-05T11:13:40.444Z,module1,,3368,3367,3367,3366,3368,3447,3529,3366,3367,3366,3390,3404,3368,3503,3367,163
2026-09-05T11:13:40.635Z,module2,,3397,3394,3398,3398,3395,3394,3396,3393,3395,3410,3394,3395,3396,3395,3394,17
2026-09-05T11:13:40.792Z,module3,,3363,3370,3363,3363,3363,3548,3361,3362,3363,3457,3364,3410,3362,3364,3495,187
2026-09-05T11:14:00.929Z,module1,,3367,3366,3367,3365,3367,3448,3520,3366,3366,3365,3388,3402,3367,3502,3366,155
2026-09-05T11:14:01.085Z,module2,,3396,3394,3397,3397,3394,3393,3396,3392,3394,3409,3393,3395,3396,3395,3393,17
2026-09-05T11:14:01.242Z,module3,,3364,3372,3364,3363,3363,3543,3362,3363,3363,3457,3365,3413,3363,3364,3497,181
2026-09-05T11:14:21.388Z,module1,,3366,3366,3366,3365,3366,3449,3516,3365,3366,3365,3388,3402,3366,3501,3366,151
2026-09-05T11:14:21.545Z,module2,,3395,3393,3396,3396,3393,3392,3395,3391,3394,3407,3392,3394,3395,3394,3392,16
2026-09-05T11:14:21.702Z,module3,,3365,3372,3364,3363,3363,3539,3362,3364,3363,3456,3366,3414,3363,3364,3497,177
2026-09-05T11:14:41.847Z,module1,,3364,3364,3364,3362,3363,3439,3495,3363,3363,3362,3385,3395,3364,3487,3363,133
2026-09-05T11:14:42.007Z,module2,,3390,3388,3391,3391,3389,3387,3390,3386,3389,3402,3387,3389,3390,3389,3388,16
2026-09-05T11:14:42.163Z,module3,,3362,3367,3361,3361,3361,3515,3360,3361,3361,3444,3363,3407,3361,3362,3480,155
2026-09-05T11:15:02.310Z,module1,,3364,3364,3364,3362,3363,3442,3499,3363,3363,3362,3385,3396,3364,3490,3363,137
2026-09-05T11:15:02.497Z,module2,,3392,3389,3392,3393,3390,3389,3391,3388,3390,3402,3389,3391,3391,3390,3388,14
2026-09-05T11:15:02.654Z,module3,,3364,3370,3363,3363,3362,3522,3361,3363,3363,3449,3365,3412,3363,3364,3488,161
2026-09-05T11:15:22.800Z,module1,,3363,3363,3363,3361,3362,3444,3499,3362,3363,3361,3384,3395,3363,3491,3362,138
2026-09-05T11:15:22.959Z,module2,,3391,3390,3392,3393,3390,3388,3391,3388,3390,3402,3388,3391,3391,3390,3388,14
2026-09-05T11:15:23.116Z,module3,,3365,3372,3364,3364,3363,3525,3362,3364,3363,3450,3366,3415,3363,3365,3491,163
2026-09-05T11:15:43.261Z,module1,,3364,3364,3365,3363,3364,3456,3512,3364,3364,3363,3387,3401,3365,3503,3364,149
2026-09-05T11:15:43.419Z,module2,,3395,3393,3397,3397,3394,3392,3395,3392,3394,3406,3392,3394,3395,3394,3392,14
2026-09-05T11:15:43.576Z,module3,,3366,3374,3365,3365,3364,3538,3363,3365,3365,3457,3367,3422,3364,3366,3507,175
2026-09-05T11:16:03.723Z,module1,,3366,3366,3366,3365,3366,3470,3525,3366,3366,3365,3390,3408,3367,3514,3366,160
2026-09-05T11:16:03.879Z,module2,,3400,3397,3400,3401,3398,3396,3399,3395,3398,3410,3396,3399,3399,3398,3396,15
2026-09-05T11:16:04.036Z,module3,,3367,3376,3366,3366,3365,3550,3364,3366,3366,3464,3368,3430,3366,3367,3523,186
2026-09-05T11:16:24.167Z,module1,,3366,3366,3367,3365,3367,3473,3519,3366,3367,3366,3390,3409,3367,3515,3367,154
2026-09-05T11:16:24.324Z,module2,,3399,3397,3400,3400,3397,3395,3399,3395,3397,3409,3395,3398,3398,3397,3395,14
2026-09-05T11:16:24.573Z,module3,,3367,3376,3366,3366,3365,3545,3364,3366,3366,3463,3368,3432,3366,3367,3522,181
2026-09-05T11:16:44.715Z,module1,,3367,3367,3368,3367,3368,3479,3518,3367,3368,3367,3391,3411,3368,3516,3368,151
2026-09-05T11:16:44.873Z,module2,,3399,3396,3400,3400,3398,3394,3399,3395,3397,3409,3395,3398,3399,3397,3395,15
2026-09-05T11:16:45.029Z,module3,,3366,3374,3366,3365,3365,3542,3364,3365,3366,3462,3368,3434,3365,3367,3522,178
2026-09-05T11:17:05.176Z,module1,,3368,3368,3368,3366,3368,3483,3515,3367,3368,3367,3392,3412,3368,3516,3368,150
2026-09-05T11:17:05.331Z,module2,,3400,3397,3401,3402,3399,3396,3399,3396,3399,3410,3396,3399,3400,3399,3397,14
2026-09-05T11:17:05.488Z,module3,,3366,3374,3365,3365,3364,3538,3364,3365,3365,3461,3367,3436,3365,3366,3521,174
2026-09-05T11:17:25.634Z,module1,,3364,3364,3364,3363,3365,3462,3489,3363,3364,3364,3386,3402,3365,3496,3365,133
2026-09-05T11:17:25.792Z,module2,,3391,3389,3392,3393,3391,3387,3391,3388,3390,3400,3388,3391,3391,3390,3388,13
2026-09-05T11:17:25.949Z,module3,,3362,3365,3361,3360,3359,3508,3359,3361,3361,3440,3363,3423,3360,3362,3489,149
2026-09-05T11:17:46.085Z,module1,,3366,3366,3366,3366,3367,3471,3497,3365,3366,3365,3389,3407,3367,3503,3366,138
2026-09-05T11:17:46.242Z,module2,,3395,3393,3396,3397,3395,3391,3394,3392,3394,3404,3392,3394,3395,3394,3392,13
2026-09-05T11:17:46.459Z,module3,,3361,3365,3360,3360,3359,3514,3359,3360,3360,3442,3362,3425,3360,3361,3496,155
2026-09-05T11:18:06.603Z,module1,,3367,3367,3367,3366,3368,3477,3500,3366,3367,3366,3391,3409,3367,3506,3367,140
2026-09-05T11:18:06.760Z,module2,,3397,3395,3398,3398,3396,3393,3396,3393,3395,3406,3394,3396,3397,3395,3394,13
2026-09-05T11:18:06.917Z,module3,,3361,3365,3361,3361,3360,3514,3359,3360,3361,3444,3362,3428,3360,3362,3500,155
2026-09-05T11:18:27.063Z,module1,,3369,3369,3369,3368,3369,3497,3516,3368,3369,3368,3394,3418,3369,3520,3369,152
2026-09-05T11:18:27.221Z,module2,,3404,3401,3404,3405,3403,3400,3403,3399,3402,3412,3401,3403,3403,3402,3400,13
2026-09-05T11:18:27.378Z,module3,,3366,3374,3366,3366,3365,3537,3364,3366,3366,3461,3367,3445,3365,3367,3529,173
2026-09-05T11:18:47.525Z,module1,,3370,3369,3370,3369,3370,3511,3523,3369,3370,3368,3396,3423,3370,3529,3370,161
2026-09-05T11:18:47.685Z,module2,,3407,3404,3407,3408,3405,3402,3406,3402,3405,3414,3403,3406,3406,3405,3402,12
2026-09-05T11:18:47.843Z,module3,,3369,3379,3368,3368,3367,3548,3367,3368,3368,3470,3370,3457,3368,3369,3544,181
2026-09-05T11:19:07.989Z,module1,,3369,3369,3369,3368,3369,3508,3514,3368,3369,3367,3395,3422,3370,3524,3368,157
2026-09-05T11:19:08.146Z,module2,,3405,3402,3406,3406,3404,3400,3404,3401,3403,3412,3401,3404,3405,3403,3401,12
2026-09-05T11:19:08.303Z,module3,,3369,3378,3368,3368,3367,3540,3366,3368,3368,3466,3370,3458,3367,3369,3536,174
2026-09-05T11:19:28.447Z,module1,,3368,3368,3369,3367,3369,3510,3511,3368,3369,3367,3394,3422,3369,3524,3368,157
2026-09-05T11:19:28.636Z,module2,,3405,3402,3406,3406,3403,3400,3404,3401,3403,3411,3401,3404,3404,3403,3400,11
2026-09-05T11:19:28.792Z,module3,,3369,3378,3368,3368,3367,3538,3367,3368,3368,3466,3371,3462,3368,3369,3536,171
2026-09-05T11:19:48.938Z,module1,,3364,3364,3364,3363,3364,3483,3485,3363,3364,3362,3388,3410,3364,3501,3363,139
2026-09-05T11:19:49.096Z,module2,,3396,3394,3397,3397,3395,3392,3396,3393,3395,3401,3393,3396,3396,3394,3391,10
2026-09-05T11:19:49.254Z,module3,,3367,3374,3366,3366,3365,3513,3365,3366,3366,3453,3368,3450,3366,3367,3506,148
2026-09-05T11:20:09.400Z,module1,,3364,3365,3365,3363,3364,3491,3491,3364,3364,3362,3388,3412,3365,3507,3363,145
2026-09-05T11:20:09.558Z,module2,,3398,3396,3399,3399,3397,3393,3398,3394,3396,3403,3395,3398,3398,3396,3393,10
2026-09-05T11:20:09.714Z,module3,,3369,3377,3368,3367,3367,3522,3366,3367,3367,3458,3370,3458,3367,3368,3518,156
2026-09-05T11:20:29.850Z,module1,,3363,3364,3364,3362,3364,3494,3491,3363,3364,3362,3387,3413,3364,3508,3363,146
2026-09-05T11:20:30.007Z,module2,,3398,3396,3398,3399,3397,3393,3398,3394,3396,3402,3395,3398,3398,3396,3392,10
2026-09-05T11:20:30.164Z,module3,,3369,3377,3368,3368,3367,3523,3366,3367,3368,3459,3370,3462,3368,3369,3521,157
2026-09-05T11:20:50.293Z,module1,,3366,3367,3367,3366,3368,3515,3505,3366,3367,3366,3392,3423,3368,3523,3367,157
2026-09-05T11:20:50.483Z,module2,,3403,3401,3404,3404,3402,3398,3403,3399,3401,3407,3400,3403,3403,3401,3398,9
2026-09-05T11:20:50.636Z,module3,,3370,3379,3369,3368,3368,3536,3367,3368,3369,3465,3371,3474,3368,3369,3538,171
2026-09-05T11:21:10.782Z,module1,,3369,3369,3370,3369,3371,3530,3512,3369,3370,3369,3396,3432,3370,3531,3370,162
2026-09-05T11:21:10.937Z,module2,,3407,3404,3408,3408,3407,3402,3406,3403,3406,3412,3403,3406,3407,3406,3403,10
2026-09-05T11:21:11.094Z,module3,,3370,3379,3369,3369,3368,3539,3367,3368,3369,3467,3371,3481,3368,3370,3545,178
2026-09-05T11:21:31.229Z,module1,,3369,3369,3369,3368,3370,3522,3504,3368,3369,3368,3395,3430,3370,3525,3369,157
2026-09-05T11:21:31.385Z,module2,,3406,3403,3406,3407,3405,3401,3405,3402,3404,3410,3402,3405,3405,3404,3402,9
2026-09-05T11:21:31.541Z,module3,,3369,3377,3368,3367,3367,3529,3366,3368,3368,3462,3370,3478,3367,3369,3533,167
2026-09-05T11:21:51.687Z,module1,,3370,3369,3370,3368,3370,3524,3503,3369,3370,3369,3396,3432,3370,3525,3370,157
2026-09-05T11:21:51.846Z,module2,,3406,3404,3407,3407,3406,3401,3406,3403,3405,3410,3403,3406,3406,3404,3402,9
2026-09-05T11:21:52.003Z,module3,,3369,3377,3368,3368,3367,3527,3366,3368,3368,3460,3370,3480,3367,3369,3531,165
2026-09-05T11:22:12.150Z,module1,,3370,3369,3370,3369,3370,3524,3501,3369,3370,3369,3396,3434,3370,3524,3370,155
2026-09-05T11:22:12.307Z,module2,,3407,3404,3407,3407,3406,3402,3406,3403,3405,3409,3403,3406,3406,3404,3402,7
2026-09-05T11:22:12.494Z,module3,,3368,3375,3367,3367,3365,3523,3366,3367,3367,3457,3369,3481,3367,3368,3528,163
2026-09-05T11:22:32.632Z,module1,,3364,3364,3365,3363,3365,3493,3475,3364,3365,3363,3388,3419,3365,3502,3364,139
2026-09-05T11:22:32.787Z,module2,,3397,3395,3397,3398,3396,3392,3396,3394,3396,3398,3393,3396,3397,3395,3392,6
2026-09-05T11:22:32.941Z,module3,,3359,3360,3359,3359,3358,3491,3358,3359,3360,3432,3359,3454,3359,3360,3489,133
2026-09-05T11:22:53.087Z,module1,,3371,3371,3371,3370,3372,3523,3499,3370,3371,3370,3398,3437,3371,3523,3371,153
2026-09-05T11:22:53.245Z,module2,,3408,3405,3407,3408,3406,3403,3406,3403,3405,3410,3404,3407,3407,3405,3403,7
2026-09-05T11:22:53.401Z,module3,,3368,3375,3367,3367,3366,3518,3365,3367,3367,3456,3368,3482,3367,3368,3524,159
2026-09-05T11:23:13.549Z,module1,,3372,3371,3372,3370,3372,3536,3505,3371,3372,3370,3399,3442,3372,3530,3372,166
2026-09-05T11:23:13.706Z,module2,,3410,3408,3410,3411,3409,3405,3409,3406,3408,3412,3407,3409,3410,3408,3406,7
2026-09-05T11:23:13.864Z,module3,,3369,3378,3369,3369,3368,3526,3367,3368,3369,3462,3370,3494,3368,3370,3537,170
2026-09-05T11:23:34.002Z,module1,,3374,3373,3373,3372,3373,3550,3513,3372,3374,3372,3402,3450,3374,3539,3373,178
2026-09-05T11:23:34.157Z,module2,,3414,3411,3414,3414,3413,3409,3413,3410,3412,3415,3411,3413,3413,3411,3409,6
2026-09-05T11:23:34.315Z,module3,,3374,3385,3373,3373,3372,3539,3371,3372,3373,3474,3375,3511,3372,3374,3553,182
2026-09-05T11:23:54.461Z,module1,,3369,3369,3369,3368,3370,3530,3496,3369,3370,3368,3396,3441,3370,3526,3369,162
2026-09-05T11:23:54.650Z,module2,,3408,3406,3408,3408,3407,3403,3407,3404,3406,3408,3405,3408,3408,3405,3403,5
2026-09-05T11:23:54.807Z,module3,,3371,3381,3370,3370,3370,3523,3369,3370,3370,3462,3372,3499,3370,3371,3533,164
2026-09-05T11:24:14.952Z,module1,,3369,3369,3369,3368,3370,3527,3493,3369,3370,3368,3395,3441,3370,3524,3369,159
2026-09-05T11:24:15.109Z,module2,,3407,3405,3407,3407,3406,3402,3406,3403,3405,3407,3404,3407,3406,3404,3402,5
2026-09-05T11:24:15.267Z,module3,,3371,3380,3370,3370,3369,3521,3369,3370,3370,3460,3372,3500,3370,3371,3529,160
2026-09-05T11:24:35.408Z,module1,,3369,3369,3369,3367,3369,3524,3491,3368,3369,3367,3394,3441,3370,3522,3368,157
2026-09-05T11:24:35.565Z,module2,,3406,3404,3406,3407,3405,3401,3406,3403,3405,3406,3403,3406,3406,3404,3401,6
2026-09-05T11:24:35.722Z,module3,,3371,3380,3370,3370,3369,3518,3369,3370,3370,3458,3372,3500,3370,3371,3526,157
2026-09-05T11:24:55.868Z,module1,,3368,3368,3369,3367,3369,3523,3489,3368,3369,3367,3393,3441,3369,3521,3368,156
2026-09-05T11:24:56.027Z,module2,,3406,3404,3406,3406,3405,3401,3405,3402,3404,3404,3403,3406,3405,3403,3400,6
2026-09-05T11:24:56.184Z,module3,,3371,3379,3370,3370,3369,3517,3368,3370,3370,3458,3372,3501,3370,3371,3526,158
2026-09-05T11:25:16.320Z,module1,,3368,3368,3369,3368,3370,3521,3488,3368,3369,3368,3393,3442,3370,3521,3369,153
2026-09-05T11:25:16.507Z,module2,,3405,3403,3406,3406,3405,3400,3405,3402,3404,3404,3402,3405,3405,3403,3401,6
2026-09-05T11:25:16.664Z,module3,,3372,3380,3370,3370,3369,3516,3369,3370,3370,3456,3372,3503,3370,3371,3524,155
2026-09-05T11:25:36.810Z,module1,,3368,3368,3369,3367,3370,3513,3482,3368,3369,3368,3392,3440,3369,3516,3369,149
2026-09-05T11:25:36.967Z,module2,,3403,3401,3403,3404,3403,3398,3402,3400,3402,3402,3399,3403,3403,3401,3399,6
2026-09-05T11:25:37.124Z,module3,,3372,3379,3370,3369,3369,3510,3369,3370,3370,3452,3373,3498,3370,3371,3515,146
2026-09-05T11:25:57.260Z,module1,,3373,3373,3373,3372,3374,3549,3504,3372,3374,3373,3399,3459,3374,3539,3373,177
2026-09-05T11:25:57.419Z,module2,,3414,3411,3414,3414,3413,3408,3413,3410,3412,3412,3410,3413,3413,3411,3409,6
2026-09-05T11:25:57.575Z,module3,,3374,3385,3372,3372,3371,3530,3371,3372,3372,3464,3375,3525,3372,3373,3546,175
2026-09-05T11:26:17.722Z,module1,,3374,3374,3375,3373,3376,3557,3506,3374,3375,3374,3402,3465,3375,3544,3375,184
2026-09-05T11:26:17.880Z,module2,,3416,3414,3416,3417,3416,3411,3415,3413,3415,3414,3413,3416,3416,3414,3412,6
2026-09-05T11:26:18.036Z,module3,,3373,3383,3372,3372,3370,3530,3370,3372,3372,3464,3374,3529,3372,3373,3547,177
2026-09-05T11:26:38.176Z,module1,,3375,3375,3375,3374,3376,3563,3508,3375,3376,3374,3403,3471,3376,3548,3375,189
2026-09-05T11:26:38.334Z,module2,,3418,3415,3418,3418,3417,3413,3417,3414,3416,3415,3415,3417,3417,3415,3413,5
2026-09-05T11:26:38.519Z,module3,,3373,3383,3372,3372,3370,3530,3370,3372,3372,3463,3374,3533,3371,3373,3548,178
2026-09-05T11:26:58.653Z,module1,,3375,3375,3376,3374,3376,3559,3506,3375,3376,3374,3403,3473,3376,3546,3375,185
2026-09-05T11:26:58.812Z,module2,,3419,3416,3418,3419,3417,3413,3418,3415,3417,3414,3416,3418,3418,3415,3413,6
2026-09-05T11:26:58.968Z,module3,,3374,3385,3373,3373,3373,3530,3372,3373,3373,3467,3375,3536,3373,3374,3550,178
2026-09-05T11:27:19.097Z,module1,,3373,3374,3374,3373,3375,3548,3499,3374,3375,3373,3401,3470,3375,3540,3374,175
2026-09-05T11:27:19.255Z,module2,,3416,3413,3416,3416,3415,3410,3415,3412,3414,3411,3412,3415,3415,3413,3410,6
2026-09-05T11:27:19.415Z,module3,,3375,3385,3373,3374,3373,3525,3372,3373,3374,3465,3376,3531,3373,3375,3542,170
2026-09-05T11:27:39.546Z,module1,,3374,3374,3374,3373,3375,3546,3498,3374,3375,3373,3401,3471,3375,3540,3374,173
2026-09-05T11:27:39.703Z,module2,,3416,3413,3415,3416,3415,3410,3415,3412,3414,3411,3412,3415,3415,3412,3411,6
2026-09-05T11:27:39.861Z,module3,,3376,3387,3375,3374,3374,3525,3373,3375,3375,3465,3377,3533,3374,3376,3541,168
2026-09-05T11:28:00.008Z,module1,,3374,3374,3374,3372,3375,3543,3495,3374,3375,3373,3401,3471,3375,3539,3374,171
2026-09-05T11:28:00.165Z,module2,,3416,3413,3415,3415,3414,3410,3414,3412,3414,3410,3412,3415,3415,3412,3410,6
2026-09-05T11:28:00.322Z,module3,,3376,3387,3375,3375,3374,3523,3373,3375,3375,3464,3377,3533,3375,3376,3539,166
2026-09-05T11:28:20.459Z,module1,,3374,3374,3374,3373,3375,3542,3495,3374,3375,3373,3401,3473,3375,3539,3374,169
2026-09-05T11:28:20.648Z,module2,,3415,3413,3415,3415,3414,3410,3414,3412,3414,3410,3412,3415,3415,3412,3410,5
2026-09-05T11:28:20.803Z,module3,,3377,3388,3375,3375,3375,3523,3374,3375,3376,3464,3378,3535,3375,3377,3540,166
2026-09-05T11:28:40.944Z,module1,,3373,3374,3374,3372,3374,3538,3492,3373,3374,3372,3400,3472,3375,3537,3373,166
2026-09-05T11:28:41.101Z,module2,,3414,3412,3414,3414,3413,3409,3413,3411,3413,3408,3411,3414,3414,3411,3409,6
2026-09-05T11:28:41.258Z,module3,,3377,3388,3376,3375,3375,3521,3374,3376,3376,3462,3378,3533,3376,3377,3536,162
2026-09-05T11:29:01.405Z,module1,,3373,3374,3374,3372,3374,3538,3491,3373,3374,3372,3400,3473,3375,3537,3373,166
2026-09-05T11:29:01.564Z,module2,,3415,3412,3414,3414,3413,3409,3413,3411,3413,3407,3411,3414,3414,3411,3409,8
2026-09-05T11:29:01.720Z,module3,,3377,3389,3376,3375,3375,3520,3374,3376,3376,3461,3378,3534,3376,3377,3536,162
2026-09-05T11:29:21.851Z,module1,,3372,3373,3373,3372,3374,3535,3489,3373,3374,3372,3399,3473,3375,3537,3372,165
2026-09-05T11:29:22.008Z,module2,,3414,3412,3414,3414,3413,3408,3413,3411,3413,3407,3410,3414,3414,3411,3409,7
2026-09-05T11:29:22.164Z,module3,,3377,3389,3376,3376,3375,3519,3374,3376,3376,3461,3378,3534,3376,3377,3535,161
2026-09-05T11:29:42.294Z,module1,,3373,3373,3374,3373,3375,3533,3488,3374,3375,3373,3399,3474,3375,3537,3374,164
2026-09-05T11:29:42.481Z,module2,,3411,3409,3412,3412,3411,3406,3411,3409,3411,3405,3408,3411,3412,3409,3407,7
2026-09-05T11:29:42.638Z,module3,,3378,3389,3376,3376,3375,3518,3375,3376,3377,3459,3378,3534,3376,3377,3533,159
2026-09-05T11:30:02.770Z,module1,,3375,3375,3376,3374,3377,3537,3491,3376,3377,3375,3402,3479,3377,3540,3376,166
2026-09-05T11:30:02.930Z,module2,,3416,3414,3416,3416,3416,3411,3415,3413,3415,3409,3413,3416,3416,3413,3412,7
2026-09-05T11:30:03.087Z,module3,,3378,3390,3376,3376,3376,3518,3375,3376,3377,3459,3379,3536,3376,3378,3535,161
2026-09-05T11:30:23.217Z,module1,,3375,3376,3376,3374,3377,3535,3490,3376,3377,3375,3402,3479,3377,3539,3376,165
2026-09-05T11:30:23.380Z,module2,,3416,3413,3416,3416,3415,3411,3415,3413,3415,3409,3413,3415,3415,3413,3412,7
2026-09-05T11:30:23.536Z,module3,,3378,3389,3376,3376,3375,3515,3375,3376,3376,3457,3379,3533,3376,3377,3531,158
2026-09-05T11:30:43.672Z,module1,,3376,3376,3377,3375,3378,3534,3490,3376,3377,3376,3403,3480,3378,3539,3377,164
2026-09-05T11:30:43.828Z,module2,,3417,3414,3416,3416,3416,3412,3415,3413,3415,3409,3414,3416,3416,3413,3412,8
2026-09-05T11:30:43.985Z,module3,,3378,3389,3376,3376,3375,3514,3375,3376,3377,3456,3379,3533,3376,3378,3530,158
2026-09-05T11:31:04.119Z,module1,,3376,3377,3377,3375,3378,3532,3488,3376,3378,3376,3403,3480,3378,3539,3377,164
2026-09-05T11:31:04.277Z,module2,,3417,3414,3416,3416,3416,3412,3415,3413,3415,3409,3414,3416,3416,3413,3412,8
2026-09-05T11:31:04.463Z,module3,,3378,3389,3376,3376,3375,3512,3375,3376,3376,3452,3378,3531,3376,3377,3527,156
2026-09-05T11:31:24.609Z,module1,,3376,3377,3377,3375,3378,3529,3486,3376,3377,3376,3402,3479,3378,3537,3376,162
2026-09-05T11:31:24.765Z,module2,,3416,3414,3416,3416,3415,3411,3415,3413,3415,3407,3413,3415,3415,3412,3411,9
2026-09-05T11:31:24.922Z,module3,,3377,3388,3375,3376,3375,3509,3374,3376,3377,3451,3378,3528,3376,3377,3524,154
2026-09-05T11:31:45.055Z,module1,,3376,3377,3377,3375,3378,3529,3486,3377,3378,3376,3402,3480,3378,3538,3377,163
2026-09-05T11:31:45.214Z,module2,,3416,3414,3416,3416,3416,3411,3415,3413,3415,3408,3413,3416,3416,3413,3412,8
2026-09-05T11:31:45.371Z,module3,,3379,3391,3377,3378,3377,3511,3376,3377,3378,3454,3379,3531,3377,3379,3528,155
2026-09-05T11:32:05.505Z,module1,,3376,3377,3377,3375,3378,3527,3484,3377,3378,3376,3402,3480,3378,3537,3377,162
2026-09-05T11:32:05.665Z,module2,,3416,3413,3416,3416,3415,3411,3415,3413,3415,3407,3413,3415,3415,3413,3411,9
2026-09-05T11:32:05.820Z,module3,,3380,3393,3378,3378,3378,3511,3377,3378,3379,3454,3381,3531,3378,3380,3526,154
2026-09-05T11:32:25.946Z,module1,,3376,3377,3377,3375,3378,3525,3483,3377,3378,3376,3402,3480,3378,3537,3376,162
2026-09-05T11:32:26.133Z,module2,,3416,3413,3415,3416,3415,3411,3414,3413,3414,3406,3413,3415,3415,3412,3411,10
2026-09-05T11:32:26.290Z,module3,,3381,3394,3379,3379,3379,3511,3378,3379,3380,3454,3382,3532,3379,3380,3526,154
2026-09-05T11:32:46.437Z,module1,,3376,3377,3377,3375,3379,3525,3483,3377,3378,3376,3403,3480,3379,3537,3377,162
2026-09-05T11:32:46.625Z,module2,,3416,3413,3415,3415,3415,3411,3414,3413,3414,3406,3413,3415,3415,3412,3411,10
2026-09-05T11:32:46.781Z,module3,,3381,3395,3379,3379,3379,3510,3378,3380,3380,3453,3382,3532,3380,3381,3526,154
2026-09-05T11:33:06.914Z,module1,,3376,3377,3377,3375,3378,3522,3481,3377,3378,3376,3402,3479,3379,3536,3377,161
2026-09-05T11:33:07.074Z,module2,,3415,3413,3415,3415,3414,3410,3414,3412,3414,3406,3412,3415,3415,3412,3411,9
2026-09-05T11:33:07.231Z,module3,,3382,3396,3380,3380,3379,3509,3379,3380,3381,3452,3383,3530,3380,3381,3524,151
2026-09-05T11:33:27.376Z,module1,,3376,3377,3377,3375,3378,3520,3479,3377,3378,3375,3402,3478,3378,3534,3376,159
2026-09-05T11:33:27.533Z,module2,,3415,3413,3415,3415,3414,3410,3414,3412,3414,3404,3412,3415,3414,3411,3409,11
2026-09-05T11:33:27.690Z,module3,,3382,3396,3380,3380,3379,3508,3379,3380,3381,3450,3383,3529,3380,3381,3522,150
2026-09-05T11:33:47.835Z,module1,,3375,3376,3377,3375,3378,3517,3477,3376,3378,3375,3401,3476,3378,3534,3376,159
2026-09-05T11:33:47.990Z,module2,,3414,3412,3414,3414,3414,3409,3413,3411,3413,3404,3411,3414,3414,3411,3410,10
2026-09-05T11:33:48.145Z,module3,,3382,3396,3380,3380,3379,3506,3379,3380,3381,3449,3383,3527,3380,3381,3520,148
2026-09-05T11:34:08.281Z,module1,,3376,3377,3378,3376,3380,3516,3477,3377,3379,3377,3402,3477,3379,3534,3378,158
2026-09-05T11:34:08.468Z,module2,,3415,3413,3416,3416,3415,3410,3414,3413,3415,3405,3412,3415,3415,3412,3412,11
2026-09-05T11:34:08.624Z,module3,,3383,3397,3380,3381,3380,3505,3379,3381,3381,3447,3383,3526,3381,3382,3518,147
2026-09-05T11:34:28.770Z,module1,,3378,3379,3379,3377,3381,3517,3478,3379,3380,3378,3404,3479,3381,3535,3379,158
2026-09-05T11:34:28.927Z,module2,,3417,3414,3416,3416,3416,3412,3415,3413,3415,3406,3414,3416,3416,3413,3412,11
2026-09-05T11:34:29.083Z,module3,,3382,3397,3380,3380,3380,3503,3379,3381,3381,3446,3383,3525,3381,3382,3517,146
2026-09-05T11:34:49.228Z,module1,,3379,3379,3380,3378,3381,3517,3478,3380,3381,3379,3405,3479,3381,3535,3379,157
2026-09-05T11:34:49.385Z,module2,,3417,3415,3416,3417,3416,3412,3415,3414,3416,3406,3414,3416,3416,3413,3413,11
2026-09-05T11:34:49.541Z,module3,,3383,3398,3380,3381,3380,3502,3380,3381,3381,3445,3383,3523,3381,3382,3515,143
2026-09-05T11:35:09.686Z,module1,,3379,3380,3380,3378,3382,3516,3478,3380,3382,3380,3405,3479,3382,3535,3380,157
2026-09-05T11:35:09.845Z,module2,,3417,3415,3417,3417,3417,3412,3416,3414,3416,3406,3415,3417,3417,3414,3413,11
2026-09-05T11:35:10.002Z,module3,,3383,3398,3380,3381,3380,3501,3380,3381,3382,3443,3383,3522,3381,3382,3513,142
2026-09-05T11:35:30.148Z,module1,,3380,3380,3381,3379,3382,3514,3477,3380,3382,3380,3406,3479,3382,3535,3380,156
2026-09-05T11:35:30.303Z,module2,,3417,3415,3417,3417,3416,3412,3416,3414,3416,3405,3415,3417,3416,3414,3412,12
2026-09-05T11:35:30.491Z,module3,,3383,3398,3381,3381,3380,3499,3380,3381,3382,3440,3384,3519,3381,3383,3510,139
2026-09-05T11:35:50.637Z,module1,,3380,3380,3381,3378,3382,3512,3475,3380,3382,3379,3405,3477,3382,3534,3380,156
2026-09-05T11:35:50.793Z,module2,,3416,3415,3416,3416,3416,3411,3415,3413,3415,3405,3414,3416,3416,3413,3412,11
2026-09-05T11:35:50.949Z,module3,,3383,3398,3380,3381,3381,3496,3380,3381,3382,3440,3383,3517,3381,3383,3509,137
2026-09-05T11:36:11.096Z,module1,,3380,3380,3381,3379,3382,3510,3475,3381,3382,3380,3406,3477,3382,3533,3380,154
2026-09-05T11:36:11.256Z,module2,,3417,3414,3416,3417,3416,3412,3415,3414,3416,3405,3414,3416,3416,3413,3412,12
2026-09-05T11:36:11.415Z,module3,,3385,3401,3383,3383,3383,3497,3381,3383,3384,3442,3385,3518,3383,3385,3511,137
2026-09-05T11:36:31.532Z,module1,,3380,3381,3381,3379,3382,3509,3473,3381,3383,3380,3406,3476,3383,3532,3380,153
2026-09-05T11:36:31.689Z,module2,,3416,3414,3416,3416,3415,3412,3415,3413,3415,3404,3414,3416,3416,3413,3411,12
2026-09-05T11:36:31.845Z,module3,,3386,3403,3383,3384,3383,3497,3382,3384,3385,3441,3386,3517,3384,3385,3509,135
2026-09-05T11:36:51.991Z,module1,,3380,3381,3381,3379,3382,3508,3473,3381,3383,3380,3406,3475,3383,3532,3380,153
2026-09-05T11:36:52.148Z,module2,,3416,3414,3416,3416,3416,3411,3415,3413,3415,3404,3413,3416,3416,3413,3412,12
2026-09-05T11:36:52.304Z,module3,,3387,3405,3384,3385,3385,3497,3383,3385,3386,3441,3387,3517,3385,3386,3509,134
2026-09-05T11:37:12.451Z,module1,,3380,3381,3381,3379,3383,3505,3471,3381,3383,3380,3406,3473,3383,3531,3381,152
2026-09-05T11:37:12.640Z,module2,,3416,3414,3415,3416,3415,3411,3414,3413,3415,3403,3413,3415,3415,3412,3411,13
2026-09-05T11:37:12.798Z,module3,,3387,3406,3385,3385,3385,3495,3384,3385,3386,3440,3388,3515,3385,3387,3507,131
2026-09-05T11:37:32.938Z,module1,,3380,3381,3381,3379,3383,3503,3470,3381,3383,3380,3406,3472,3383,3530,3381,151
2026-09-05T11:37:33.095Z,module2,,3415,3414,3415,3415,3415,3411,3414,3413,3414,3402,3413,3415,3415,3412,3410,13
2026-09-05T11:37:33.252Z,module3,,3388,3407,3385,3386,3386,3494,3385,3386,3387,3438,3389,3514,3386,3387,3505,129
2026-09-05T11:37:53.398Z,module1,,3380,3381,3381,3379,3382,3502,3469,3381,3383,3380,3406,3471,3383,3529,3380,150
2026-09-05T11:37:53.554Z,module2,,3415,3413,3415,3415,3415,3410,3414,3412,3414,3402,3412,3415,3415,3412,3410,13
2026-09-05T11:37:53.710Z,module3,,3389,3407,3385,3386,3386,3493,3385,3386,3387,3437,3389,3513,3386,3388,3504,128
2026-09-05T11:38:13.856Z,module1,,3379,3381,3381,3379,3383,3498,3466,3381,3383,3380,3405,3468,3383,3527,3381,148
2026-09-05T11:38:14.015Z,module2,,3415,3413,3416,3416,3416,3410,3414,3413,3415,3403,3412,3415,3415,3412,3412,13
2026-09-05T11:38:14.172Z,module3,,3388,3407,3385,3386,3386,3491,3385,3386,3387,3435,3389,3510,3386,3388,3501,125
2026-09-05T11:38:34.307Z,module1,,3381,3382,3382,3380,3385,3499,3467,3383,3385,3382,3407,3470,3385,3529,3382,149
2026-09-05T11:38:34.494Z,module2,,3416,3414,3416,3417,3416,3411,3415,3414,3416,3404,3414,3416,3416,3413,3412,13
2026-09-05T11:38:34.650Z,module3,,3389,3409,3386,3387,3386,3489,3386,3387,3388,3433,3390,3507,3387,3388,3498,121
2026-09-05T11:38:54.796Z,module1,,3382,3383,3383,3381,3386,3497,3467,3383,3385,3383,3408,3469,3385,3528,3383,147
2026-09-05T11:38:54.954Z,module2,,3417,3414,3416,3417,3416,3412,3415,3414,3416,3404,3414,3416,3416,3413,3413,13
2026-09-05T11:38:55.110Z,module3,,3389,3409,3386,3387,3386,3487,3386,3387,3388,3431,3390,3504,3387,3388,3496,118
2026-09-05T11:39:15.257Z,module1,,3383,3384,3384,3382,3387,3497,3467,3385,3386,3384,3409,3469,3387,3528,3384,146
2026-09-05T11:39:15.414Z,module2,,3417,3415,3417,3417,3417,3413,3416,3415,3416,3405,3415,3417,3417,3414,3413,12
2026-09-05T11:39:15.572Z,module3,,3389,3410,3386,3387,3387,3486,3386,3387,3389,3430,3390,3503,3387,3389,3495,117
1 heure_reelle etat courant_mA c1_mV c2_mV c3_mV c4_mV c5_mV c6_mV c7_mV c8_mV c9_mV c10_mV c11_mV c12_mV c13_mV c14_mV c15_mV ecart_mV
32 2026-09-05T11:08:13.050Z module1 3364 3364 3364 3363 3364 3404 3534 3363 3364 3363 3381 3390 3364 3459 3364 171
33 2026-09-05T11:08:13.208Z module2 3385 3383 3386 3386 3384 3384 3386 3382 3384 3398 3383 3384 3385 3385 3385 16
34 2026-09-05T11:08:13.365Z module3 3361 3368 3361 3360 3359 3557 3359 3360 3360 3445 3362 3390 3360 3361 3431 198
35 2026-09-05T11:08:33.496Z module1 3364 3363 3364 3363 3364 3405 3526 3363 3364 3363 3381 3390 3364 3460 3364 163
36 2026-09-05T11:08:33.653Z module2 3385 3383 3386 3387 3384 3384 3386 3383 3385 3399 3384 3384 3385 3385 3385 16
37 2026-09-05T11:08:33.810Z module3 3360 3366 3360 3359 3358 3548 3358 3359 3359 3442 3361 3389 3359 3360 3431 190
38 2026-09-05T11:08:53.955Z module1 3364 3363 3364 3363 3364 3407 3523 3363 3364 3363 3382 3390 3364 3462 3364 160
39 2026-09-05T11:08:54.112Z module2 3386 3384 3387 3387 3385 3385 3386 3383 3385 3399 3384 3385 3385 3385 3386 16
40 2026-09-05T11:08:54.269Z module3 3360 3365 3359 3359 3358 3544 3358 3359 3359 3442 3360 3389 3358 3360 3433 186
41 2026-09-05T11:09:14.401Z module1 3358 3357 3358 3357 3358 3393 3488 3357 3358 3357 3373 3377 3358 3448 3358 131
42 2026-09-05T11:09:14.589Z module2 3377 3375 3377 3378 3376 3376 3377 3374 3376 3388 3375 3376 3376 3376 3376 14
43 2026-09-05T11:09:14.745Z module3 3352 3352 3352 3353 3352 3502 3351 3352 3353 3420 3352 3374 3352 3353 3416 151
44 2026-09-05T11:09:34.892Z module1 3365 3364 3364 3363 3364 3406 3512 3363 3364 3363 3382 3390 3364 3462 3364 149
45 2026-09-05T11:09:35.052Z module2 3385 3382 3386 3386 3384 3384 3385 3382 3384 3398 3383 3384 3384 3384 3385 16
46 2026-09-05T11:09:35.209Z module3 3359 3363 3359 3358 3358 3528 3357 3358 3358 3438 3360 3387 3358 3359 3434 171
47 2026-09-05T11:09:55.340Z module1 3367 3365 3366 3365 3366 3414 3526 3365 3365 3365 3385 3395 3366 3471 3366 161
48 2026-09-05T11:09:55.497Z module2 3390 3387 3390 3390 3388 3389 3389 3386 3388 3403 3388 3388 3389 3389 3389 17
49 2026-09-05T11:09:55.654Z module3 3362 3368 3361 3361 3361 3546 3359 3361 3361 3447 3362 3393 3361 3362 3446 187
50 2026-09-05T11:10:15.802Z module1 3370 3369 3369 3368 3369 3427 3554 3368 3368 3368 3390 3404 3369 3487 3369 186
51 2026-09-05T11:10:15.959Z module2 3397 3394 3397 3398 3395 3396 3397 3393 3395 3412 3395 3396 3396 3396 3396 19
52 2026-09-05T11:10:16.115Z module3 3367 3378 3367 3366 3366 3577 3364 3366 3366 3467 3368 3406 3366 3367 3469 213
53 2026-09-05T11:10:36.262Z module1 3366 3365 3365 3364 3365 3421 3534 3364 3365 3364 3385 3396 3365 3482 3365 170
54 2026-09-05T11:10:36.451Z module2 3395 3392 3395 3395 3393 3393 3395 3391 3393 3409 3393 3393 3394 3393 3393 18
55 2026-09-05T11:10:36.609Z module3 3366 3376 3366 3365 3365 3565 3364 3365 3365 3463 3367 3406 3365 3366 3469 201
56 2026-09-05T11:10:56.745Z module1 3366 3366 3366 3365 3365 3427 3537 3365 3366 3364 3386 3398 3366 3489 3365 173
57 2026-09-05T11:10:56.901Z module2 3394 3392 3395 3395 3392 3392 3394 3390 3393 3408 3392 3393 3393 3393 3392 18
58 2026-09-05T11:10:57.057Z module3 3365 3374 3365 3364 3364 3564 3363 3364 3364 3461 3366 3405 3364 3365 3472 201
59 2026-09-05T11:11:17.201Z module1 3365 3364 3365 3363 3364 3424 3524 3364 3364 3363 3385 3394 3365 3486 3364 161
60 2026-09-05T11:11:17.358Z module2 3392 3389 3392 3393 3390 3389 3392 3388 3390 3405 3389 3390 3391 3391 3389 17
61 2026-09-05T11:11:17.514Z module3 3364 3371 3363 3363 3362 3550 3362 3363 3363 3456 3365 3403 3363 3364 3470 188
62 2026-09-05T11:11:37.655Z module1 3364 3363 3364 3362 3363 3424 3518 3363 3363 3362 3383 3393 3364 3485 3363 156
63 2026-09-05T11:11:37.815Z module2 3391 3389 3392 3392 3389 3389 3391 3387 3389 3404 3388 3390 3390 3390 3388 17
64 2026-09-05T11:11:37.972Z module3 3363 3370 3363 3363 3362 3545 3361 3362 3362 3454 3364 3402 3362 3364 3472 184
65 2026-09-05T11:11:58.101Z module1 3355 3356 3357 3355 3357 3405 3482 3356 3356 3356 3372 3376 3357 3465 3356 127
66 2026-09-05T11:11:58.258Z module2 3379 3378 3380 3380 3377 3377 3380 3376 3378 3389 3376 3379 3379 3378 3376 13
67 2026-09-05T11:11:58.475Z module3 3360 3363 3359 3358 3357 3512 3358 3358 3358 3435 3361 3393 3358 3359 3451 155
68 2026-09-05T11:12:18.616Z module1 3360 3360 3361 3360 3362 3416 3497 3360 3361 3360 3379 3386 3361 3475 3361 137
69 2026-09-05T11:12:18.774Z module2 3382 3380 3383 3384 3381 3379 3383 3379 3381 3394 3379 3382 3382 3381 3380 15
70 2026-09-05T11:12:18.930Z module3 3361 3366 3360 3360 3359 3522 3359 3360 3360 3440 3362 3397 3360 3361 3460 163
71 2026-09-05T11:12:39.060Z module1 3362 3361 3362 3361 3362 3419 3497 3361 3362 3361 3380 3388 3362 3476 3362 136
72 2026-09-05T11:12:39.219Z module2 3383 3381 3384 3385 3383 3380 3383 3380 3382 3396 3380 3382 3383 3382 3382 16
73 2026-09-05T11:12:39.375Z module3 3360 3364 3359 3359 3358 3519 3358 3359 3359 3438 3361 3396 3358 3360 3460 161
74 2026-09-05T11:12:59.511Z module1 3367 3366 3366 3366 3367 3435 3522 3365 3366 3366 3387 3399 3366 3493 3367 157
75 2026-09-05T11:12:59.668Z module2 3392 3389 3393 3393 3391 3389 3392 3388 3391 3405 3389 3391 3392 3391 3390 17
76 2026-09-05T11:12:59.825Z module3 3363 3369 3362 3362 3361 3541 3361 3362 3362 3450 3364 3404 3362 3363 3479 180
77 2026-09-05T11:13:19.955Z module1 3368 3367 3367 3366 3368 3440 3520 3366 3367 3367 3389 3401 3367 3495 3368 154
78 2026-09-05T11:13:20.142Z module2 3395 3392 3396 3396 3394 3393 3395 3391 3393 3409 3393 3394 3395 3394 3393 18
79 2026-09-05T11:13:20.297Z module3 3363 3370 3362 3362 3361 3538 3361 3362 3362 3450 3364 3406 3362 3363 3481 177
80 2026-09-05T11:13:40.444Z module1 3368 3367 3367 3366 3368 3447 3529 3366 3367 3366 3390 3404 3368 3503 3367 163
81 2026-09-05T11:13:40.635Z module2 3397 3394 3398 3398 3395 3394 3396 3393 3395 3410 3394 3395 3396 3395 3394 17
82 2026-09-05T11:13:40.792Z module3 3363 3370 3363 3363 3363 3548 3361 3362 3363 3457 3364 3410 3362 3364 3495 187
83 2026-09-05T11:14:00.929Z module1 3367 3366 3367 3365 3367 3448 3520 3366 3366 3365 3388 3402 3367 3502 3366 155
84 2026-09-05T11:14:01.085Z module2 3396 3394 3397 3397 3394 3393 3396 3392 3394 3409 3393 3395 3396 3395 3393 17
85 2026-09-05T11:14:01.242Z module3 3364 3372 3364 3363 3363 3543 3362 3363 3363 3457 3365 3413 3363 3364 3497 181
86 2026-09-05T11:14:21.388Z module1 3366 3366 3366 3365 3366 3449 3516 3365 3366 3365 3388 3402 3366 3501 3366 151
87 2026-09-05T11:14:21.545Z module2 3395 3393 3396 3396 3393 3392 3395 3391 3394 3407 3392 3394 3395 3394 3392 16
88 2026-09-05T11:14:21.702Z module3 3365 3372 3364 3363 3363 3539 3362 3364 3363 3456 3366 3414 3363 3364 3497 177
89 2026-09-05T11:14:41.847Z module1 3364 3364 3364 3362 3363 3439 3495 3363 3363 3362 3385 3395 3364 3487 3363 133
90 2026-09-05T11:14:42.007Z module2 3390 3388 3391 3391 3389 3387 3390 3386 3389 3402 3387 3389 3390 3389 3388 16
91 2026-09-05T11:14:42.163Z module3 3362 3367 3361 3361 3361 3515 3360 3361 3361 3444 3363 3407 3361 3362 3480 155
92 2026-09-05T11:15:02.310Z module1 3364 3364 3364 3362 3363 3442 3499 3363 3363 3362 3385 3396 3364 3490 3363 137
93 2026-09-05T11:15:02.497Z module2 3392 3389 3392 3393 3390 3389 3391 3388 3390 3402 3389 3391 3391 3390 3388 14
94 2026-09-05T11:15:02.654Z module3 3364 3370 3363 3363 3362 3522 3361 3363 3363 3449 3365 3412 3363 3364 3488 161
95 2026-09-05T11:15:22.800Z module1 3363 3363 3363 3361 3362 3444 3499 3362 3363 3361 3384 3395 3363 3491 3362 138
96 2026-09-05T11:15:22.959Z module2 3391 3390 3392 3393 3390 3388 3391 3388 3390 3402 3388 3391 3391 3390 3388 14
97 2026-09-05T11:15:23.116Z module3 3365 3372 3364 3364 3363 3525 3362 3364 3363 3450 3366 3415 3363 3365 3491 163
98 2026-09-05T11:15:43.261Z module1 3364 3364 3365 3363 3364 3456 3512 3364 3364 3363 3387 3401 3365 3503 3364 149
99 2026-09-05T11:15:43.419Z module2 3395 3393 3397 3397 3394 3392 3395 3392 3394 3406 3392 3394 3395 3394 3392 14
100 2026-09-05T11:15:43.576Z module3 3366 3374 3365 3365 3364 3538 3363 3365 3365 3457 3367 3422 3364 3366 3507 175
101 2026-09-05T11:16:03.723Z module1 3366 3366 3366 3365 3366 3470 3525 3366 3366 3365 3390 3408 3367 3514 3366 160
102 2026-09-05T11:16:03.879Z module2 3400 3397 3400 3401 3398 3396 3399 3395 3398 3410 3396 3399 3399 3398 3396 15
103 2026-09-05T11:16:04.036Z module3 3367 3376 3366 3366 3365 3550 3364 3366 3366 3464 3368 3430 3366 3367 3523 186
104 2026-09-05T11:16:24.167Z module1 3366 3366 3367 3365 3367 3473 3519 3366 3367 3366 3390 3409 3367 3515 3367 154
105 2026-09-05T11:16:24.324Z module2 3399 3397 3400 3400 3397 3395 3399 3395 3397 3409 3395 3398 3398 3397 3395 14
106 2026-09-05T11:16:24.573Z module3 3367 3376 3366 3366 3365 3545 3364 3366 3366 3463 3368 3432 3366 3367 3522 181
107 2026-09-05T11:16:44.715Z module1 3367 3367 3368 3367 3368 3479 3518 3367 3368 3367 3391 3411 3368 3516 3368 151
108 2026-09-05T11:16:44.873Z module2 3399 3396 3400 3400 3398 3394 3399 3395 3397 3409 3395 3398 3399 3397 3395 15
109 2026-09-05T11:16:45.029Z module3 3366 3374 3366 3365 3365 3542 3364 3365 3366 3462 3368 3434 3365 3367 3522 178
110 2026-09-05T11:17:05.176Z module1 3368 3368 3368 3366 3368 3483 3515 3367 3368 3367 3392 3412 3368 3516 3368 150
111 2026-09-05T11:17:05.331Z module2 3400 3397 3401 3402 3399 3396 3399 3396 3399 3410 3396 3399 3400 3399 3397 14
112 2026-09-05T11:17:05.488Z module3 3366 3374 3365 3365 3364 3538 3364 3365 3365 3461 3367 3436 3365 3366 3521 174
113 2026-09-05T11:17:25.634Z module1 3364 3364 3364 3363 3365 3462 3489 3363 3364 3364 3386 3402 3365 3496 3365 133
114 2026-09-05T11:17:25.792Z module2 3391 3389 3392 3393 3391 3387 3391 3388 3390 3400 3388 3391 3391 3390 3388 13
115 2026-09-05T11:17:25.949Z module3 3362 3365 3361 3360 3359 3508 3359 3361 3361 3440 3363 3423 3360 3362 3489 149
116 2026-09-05T11:17:46.085Z module1 3366 3366 3366 3366 3367 3471 3497 3365 3366 3365 3389 3407 3367 3503 3366 138
117 2026-09-05T11:17:46.242Z module2 3395 3393 3396 3397 3395 3391 3394 3392 3394 3404 3392 3394 3395 3394 3392 13
118 2026-09-05T11:17:46.459Z module3 3361 3365 3360 3360 3359 3514 3359 3360 3360 3442 3362 3425 3360 3361 3496 155
119 2026-09-05T11:18:06.603Z module1 3367 3367 3367 3366 3368 3477 3500 3366 3367 3366 3391 3409 3367 3506 3367 140
120 2026-09-05T11:18:06.760Z module2 3397 3395 3398 3398 3396 3393 3396 3393 3395 3406 3394 3396 3397 3395 3394 13
121 2026-09-05T11:18:06.917Z module3 3361 3365 3361 3361 3360 3514 3359 3360 3361 3444 3362 3428 3360 3362 3500 155
122 2026-09-05T11:18:27.063Z module1 3369 3369 3369 3368 3369 3497 3516 3368 3369 3368 3394 3418 3369 3520 3369 152
123 2026-09-05T11:18:27.221Z module2 3404 3401 3404 3405 3403 3400 3403 3399 3402 3412 3401 3403 3403 3402 3400 13
124 2026-09-05T11:18:27.378Z module3 3366 3374 3366 3366 3365 3537 3364 3366 3366 3461 3367 3445 3365 3367 3529 173
125 2026-09-05T11:18:47.525Z module1 3370 3369 3370 3369 3370 3511 3523 3369 3370 3368 3396 3423 3370 3529 3370 161
126 2026-09-05T11:18:47.685Z module2 3407 3404 3407 3408 3405 3402 3406 3402 3405 3414 3403 3406 3406 3405 3402 12
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283 2026-09-05T11:36:31.845Z module3 3386 3403 3383 3384 3383 3497 3382 3384 3385 3441 3386 3517 3384 3385 3509 135
284 2026-09-05T11:36:51.991Z module1 3380 3381 3381 3379 3382 3508 3473 3381 3383 3380 3406 3475 3383 3532 3380 153
285 2026-09-05T11:36:52.148Z module2 3416 3414 3416 3416 3416 3411 3415 3413 3415 3404 3413 3416 3416 3413 3412 12
286 2026-09-05T11:36:52.304Z module3 3387 3405 3384 3385 3385 3497 3383 3385 3386 3441 3387 3517 3385 3386 3509 134
287 2026-09-05T11:37:12.451Z module1 3380 3381 3381 3379 3383 3505 3471 3381 3383 3380 3406 3473 3383 3531 3381 152
288 2026-09-05T11:37:12.640Z module2 3416 3414 3415 3416 3415 3411 3414 3413 3415 3403 3413 3415 3415 3412 3411 13
289 2026-09-05T11:37:12.798Z module3 3387 3406 3385 3385 3385 3495 3384 3385 3386 3440 3388 3515 3385 3387 3507 131
290 2026-09-05T11:37:32.938Z module1 3380 3381 3381 3379 3383 3503 3470 3381 3383 3380 3406 3472 3383 3530 3381 151
291 2026-09-05T11:37:33.095Z module2 3415 3414 3415 3415 3415 3411 3414 3413 3414 3402 3413 3415 3415 3412 3410 13
292 2026-09-05T11:37:33.252Z module3 3388 3407 3385 3386 3386 3494 3385 3386 3387 3438 3389 3514 3386 3387 3505 129
293 2026-09-05T11:37:53.398Z module1 3380 3381 3381 3379 3382 3502 3469 3381 3383 3380 3406 3471 3383 3529 3380 150
294 2026-09-05T11:37:53.554Z module2 3415 3413 3415 3415 3415 3410 3414 3412 3414 3402 3412 3415 3415 3412 3410 13
295 2026-09-05T11:37:53.710Z module3 3389 3407 3385 3386 3386 3493 3385 3386 3387 3437 3389 3513 3386 3388 3504 128
296 2026-09-05T11:38:13.856Z module1 3379 3381 3381 3379 3383 3498 3466 3381 3383 3380 3405 3468 3383 3527 3381 148
297 2026-09-05T11:38:14.015Z module2 3415 3413 3416 3416 3416 3410 3414 3413 3415 3403 3412 3415 3415 3412 3412 13
298 2026-09-05T11:38:14.172Z module3 3388 3407 3385 3386 3386 3491 3385 3386 3387 3435 3389 3510 3386 3388 3501 125
299 2026-09-05T11:38:34.307Z module1 3381 3382 3382 3380 3385 3499 3467 3383 3385 3382 3407 3470 3385 3529 3382 149
300 2026-09-05T11:38:34.494Z module2 3416 3414 3416 3417 3416 3411 3415 3414 3416 3404 3414 3416 3416 3413 3412 13
301 2026-09-05T11:38:34.650Z module3 3389 3409 3386 3387 3386 3489 3386 3387 3388 3433 3390 3507 3387 3388 3498 121
302 2026-09-05T11:38:54.796Z module1 3382 3383 3383 3381 3386 3497 3467 3383 3385 3383 3408 3469 3385 3528 3383 147
303 2026-09-05T11:38:54.954Z module2 3417 3414 3416 3417 3416 3412 3415 3414 3416 3404 3414 3416 3416 3413 3413 13
304 2026-09-05T11:38:55.110Z module3 3389 3409 3386 3387 3386 3487 3386 3387 3388 3431 3390 3504 3387 3388 3496 118
305 2026-09-05T11:39:15.257Z module1 3383 3384 3384 3382 3387 3497 3467 3385 3386 3384 3409 3469 3387 3528 3384 146
306 2026-09-05T11:39:15.414Z module2 3417 3415 3417 3417 3417 3413 3416 3415 3416 3405 3415 3417 3417 3414 3413 12
307 2026-09-05T11:39:15.572Z module3 3389 3410 3386 3387 3387 3486 3386 3387 3389 3430 3390 3503 3387 3389 3495 117

96
tools/guetter-plafond-bms.mjs Normal file
View File

@@ -0,0 +1,96 @@
#!/usr/bin/env node
// Guette le plafond de courant de charge impose par le BMS et note chacun de
// ses changements, en y accolant les tensions de cellule relevees au meme
// moment par `pylontech-console.mjs --suivi` (le CSV le plus recent).
//
// Le point qui interesse : a quelle tension de cellule, et apres combien de
// temps, le BMS RELACHE. La retombee de l'alarme ne le dit pas — elle survient
// bien avant, le plafond restant bas plusieurs heures apres.
//
// node tools/guetter-plafond-bms.mjs [--minutes 55] [--pas 15]
import fs from 'node:fs';
import path from 'node:path';
const arg = (n, d) => { const i = process.argv.indexOf('--' + n); return i < 0 ? d : process.argv[i + 1]; };
const PAS = Math.max(5, +arg('pas', 15)) * 1000;
const FIN_MS = Date.now() + Math.max(1, +arg('minutes', 55)) * 60000;
const DOSSIER = 'docs/mesures/batteries';
const env = Object.fromEntries(
fs.readFileSync('.env', 'utf8').split('\n')
.filter((l) => l.includes('=') && !l.startsWith('#'))
.map((l) => [l.slice(0, l.indexOf('=')).trim(), l.slice(l.indexOf('=') + 1).trim()]));
const etat = async (id) => {
const r = await fetch('http://10.10.10.17:8123/api/states/' + id,
{ headers: { Authorization: 'Bearer ' + env.HA_TOKEN } });
return r.json();
};
// Dernier relevé console par module, depuis le CSV du suivi en cours.
function cellulesRecentes() {
let f;
try {
f = fs.readdirSync(DOSSIER).filter((n) => n.endsWith('-suivi.csv'))
.map((n) => path.join(DOSSIER, n))
.sort((a, b) => fs.statSync(b).mtimeMs - fs.statSync(a).mtimeMs)[0];
} catch { return ''; }
if (!f || Date.now() - fs.statSync(f).mtimeMs > 180000) return ''; // suivi arrete
const lignes = fs.readFileSync(f, 'utf8').trim().split('\n').slice(1);
const parModule = new Map();
for (const l of lignes) { const c = l.split(','); if (c.length > 17) parModule.set(c[1], c); }
const out = [];
for (const [nom, c] of parModule) {
const v = c.slice(3, 18).map(Number).filter((x) => x > 0);
if (!v.length) continue;
const hi = Math.max(...v);
out.push(`${nom} haute ${hi} mV (cellule ${v.indexOf(hi) + 1}, ecart ${hi - Math.min(...v)} mV)`);
}
return out.join(' · ');
}
const h = () => new Date().toLocaleTimeString('fr-FR');
(async () => {
let plafond = null, depuis = Date.now(), plancher = Infinity;
const journal = [];
console.log(`Guet du plafond de charge, pas de ${PAS / 1000} s.`);
while (Date.now() < FIN_MS) {
let ccl, soc, alarme;
try {
[ccl, soc, alarme] = await Promise.all([
etat('sensor.airtria_8_us2000c_maximum_allowed_charge_current'),
etat('sensor.victron_battery_soc'),
etat('sensor.airtria_8_us2000c_tension_de_cellule_elevee'),
]);
} catch { await new Promise((r) => setTimeout(r, PAS)); continue; }
const v = parseFloat(ccl.state);
if (!Number.isFinite(v)) { await new Promise((r) => setTimeout(r, PAS)); continue; }
if (plafond === null) {
plafond = v; plancher = v;
console.log(`${h()} plafond initial ${v} A · SOC ${soc.state} % · alarme ${alarme.state}`);
console.log(` ${cellulesRecentes()}`);
} else if (v !== plafond) {
const duree = Math.round((Date.now() - depuis) / 1000);
const sens = v > plafond ? 'REMONTE' : 'baisse ';
const ligne = `${h()} ${sens} ${plafond} -> ${v} A (apres ${Math.floor(duree / 60)} min ${duree % 60} s)` +
` SOC ${soc.state} % alarme ${alarme.state}\n ${cellulesRecentes()}`;
console.log(ligne); journal.push(ligne);
const remonte = v > plafond && plafond <= plancher;
plafond = v; depuis = Date.now(); plancher = Math.min(plancher, v);
// --complet : suivre tout l'escalier de remontee au lieu de s'arreter
// a la premiere marche. La forme de la remontee est ce qui dit si le
// BMS relache par paliers fixes ou proportionnellement.
if (remonte && !arg('complet', false)) {
console.log('\n=== LE PLAFOND EST REMONTE ===');
console.log(journal.join('\n'));
process.exit(0);
}
}
await new Promise((r) => setTimeout(r, PAS));
}
console.log(`${h()} fin du guet, plafond toujours a ${plafond} A`);
if (journal.length) console.log(journal.join('\n'));
})();

22
tools/historise-evcs.mjs
View File

@@ -363,6 +363,28 @@ async function migrer(client) {
'ALTER TABLE session_charge ADD COLUMN IF NOT EXISTS energie_station_kwh double precision'); 'ALTER TABLE session_charge ADD COLUMN IF NOT EXISTS energie_station_kwh double precision');
await client.query( await client.query(
'CREATE INDEX IF NOT EXISTS session_charge_debut_idx ON session_charge (debut DESC)'); 'CREATE INDEX IF NOT EXISTS session_charge_debut_idx ON session_charge (debut DESC)');
// Tensions cellule par cellule des modules Pylontech. La source est la
// console serie du BMS, pas Home Assistant : aucune de ces valeurs n'est
// publiee cote Victron, qui n'expose que l'agregat du parc.
//
// L'identite d'un module est son CODE-BARRES, jamais son adresse : chaque
// chaine renumerote ses modules a partir de 1, donc il existe deux
// « module 1 » dans ce parc.
await client.query(`
CREATE TABLE IF NOT EXISTS cellule (
ts timestamptz NOT NULL,
module text NOT NULL,
cellule smallint NOT NULL,
mv integer NOT NULL,
soc smallint,
courant_ma integer,
etat text,
source text NOT NULL,
PRIMARY KEY (ts, module, cellule)
)`);
await client.query(
'CREATE INDEX IF NOT EXISTS cellule_module_ts_idx ON cellule (module, ts DESC)');
// Le role de lecture doit voir la nouvelle table. S'il n'existe pas encore, // Le role de lecture doit voir la nouvelle table. S'il n'existe pas encore,
// on ne fait pas echouer le demarrage pour autant. // on ne fait pas echouer le demarrage pour autant.
await client.query(`DO $$ BEGIN await client.query(`DO $$ BEGIN

182
tools/importer-cellules.mjs Normal file
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@@ -0,0 +1,182 @@
#!/usr/bin/env node
// Verse dans PostgreSQL les tensions cellule par cellule relevees sur la
// console des BMS Pylontech, pour qu'elles soient tracables dans Grafana a
// cote du reste du systeme.
//
// Deux sources, deux formats :
// - les exports d'historique (`--historique`, ou `datalist history dtls`)
// un enregistrement toutes les 30 minutes, jusqu'a 1798 par module ;
// - les CSV de suivi (`--suivi`), au pas choisi pendant un essai.
//
// A executer LA OU le mot de passe existe, c'est-a-dire dans le conteneur
// d'historisation, qui monte le depot en lecture seule :
//
// sudo docker compose exec historisation \
// node tools/importer-cellules.mjs 'docs/mesures/batteries/*'
//
// --a-blanc analyse et compte, n'ecrit rien.
import fs from 'node:fs';
import path from 'node:path';
import pg from 'pg';
const args = process.argv.slice(2);
const BLANC = args.includes('--a-blanc');
const motifs = args.filter((a) => !a.startsWith('--'));
// Correspondance adresse -> code-barres pour les CSV de suivi, qui ne portent
// que l'adresse. Chaque chaine renumerote a partir de 1 : une adresse seule
// est ambigue dans ce parc. Completer au fil des relevés `info <n>`.
const CARTE_SUIVI = {
1: 'K220803C30160322', // pack ancien, adresse 1
3: 'K220803C30160319', // pack ancien, adresse 3
// 2 : code-barres pas encore releve -> enregistre en 'pack_ancien:2'
};
const lireTexte = (f) => {
const brut = fs.readFileSync(f);
const utf16 = brut[0] === 0xff && brut[1] === 0xfe;
return brut.toString(utf16 ? 'utf16le' : 'utf8').replace(/\r/g, '');
};
// ---------------------------------------------------------------- historique
function lireHistorique(f) {
const txt = lireTexte(f);
const bc = txt.match(/Barcode\s*:\s*(\S+)/);
if (!bc) return null;
const recs = new Map();
for (const ligne of txt.split('\n')) {
const c = ligne.split(/\s+/).filter(Boolean);
if (c.length < 18 + 15 * 6) continue;
if (!/^\d+$/.test(c[0]) || !/^\d\d-\d\d-\d\d$/.test(c[1])) continue;
const [a, m, j] = c[1].split('-').map(Number);
const [H, M, S] = c[2].split(':').map(Number);
recs.set(+c[0], {
// heure MODULE, corrigee plus bas
brut: Date.UTC(2000 + a, m - 1, j, H, M, S),
courant: +c[4], soc: parseInt(c[16], 10), etat: c[10],
mv: Array.from({ length: 15 }, (_, k) => +c[18 + k * 6 + 1]),
});
}
if (!recs.size) return null;
// L'horloge des modules derive de plusieurs heures. Plutot que de la
// demander, on la DEDUIT : l'enregistrement le plus RECENT d'un export est,
// a une demi-periode pres, contemporain de l'export lui-meme.
//
// ⚠️ Le plus recent n'est PAS celui de plus grand index : le tampon du BMS
// est circulaire, il reecrit par-dessus le plus ancien. Trier par index
// donnait des decalages de -865 h.
const rangs = [...recs.keys()].sort((x, y) => recs.get(x).brut - recs.get(y).brut);
// Depuis le 05/09, `pylontech-console.mjs --historique` inscrit le decalage
// en tete, mesure a la seconde de l'export. C'est la seule valeur exacte :
// on la prefere toujours a la deduction.
const entete = txt.match(/^# decalage_minutes\s*:\s*(-?\d+)/m);
const force = args.find((a) => a.startsWith('--decalage='));
let decalageMin, origine;
if (force) { decalageMin = +force.split('=')[1]; origine = 'impose'; }
else if (entete) { decalageMin = +entete[1]; origine = 'mesure a l\'export'; }
else {
const dernier = recs.get(rangs[rangs.length - 1]).brut;
decalageMin = Math.round((dernier - fs.statSync(f).mtimeMs) / 60000);
origine = 'DEDUIT, approximatif';
}
const decalageMs = decalageMin * 60000;
// Garde : au-dela d'une journee, la deduction ne tient plus (fichier
// recopie, horodatage de fichier perdu). On refuse plutot que de deplacer
// des mesures n'importe ou.
if (Math.abs(decalageMin) > 24 * 60) {
throw new Error(`decalage deduit aberrant (${Math.round(decalageMin / 60)} h)`);
}
const lignes = [];
for (const r of rangs) {
const x = recs.get(r);
// Le module ecrit en heure locale de Paris : on repasse par l'offset reel.
const t = new Date(x.brut - decalageMs);
const local = new Date(t.getTime() - new Date(t).getTimezoneOffset() * 60000);
for (let k = 0; k < 15; k++) {
lignes.push([local.toISOString(), bc[1], k + 1, x.mv[k], x.soc, x.courant, x.etat, 'historique']);
}
}
return { module: bc[1], decalageMin, origine, lignes, nb: rangs.length };
}
// --------------------------------------------------------------------- suivi
function lireSuivi(f) {
const lignes = [];
const modules = new Set();
for (const l of lireTexte(f).trim().split('\n').slice(1)) {
const c = l.split(',');
if (c.length < 18) continue;
const ad = parseInt(String(c[1]).replace(/\D/g, ''), 10);
if (!Number.isFinite(ad)) continue;
const mod = CARTE_SUIVI[ad] || `pack_ancien:${ad}`;
modules.add(mod);
const cour = c[2] === '' ? null : +c[2];
for (let k = 0; k < 15; k++) {
const mv = +c[3 + k];
if (!(mv > 1000)) continue;
lignes.push([c[0], mod, k + 1, mv, null, cour, c[1] || null, 'suivi']);
}
}
return lignes.length ? { modules: [...modules], lignes } : null;
}
// ---------------------------------------------------------------------- main
const fichiers = [];
for (const m of motifs) {
const d = path.dirname(m), base = path.basename(m);
const re = new RegExp('^' + base.replace(/[.+^${}()|[\]\\]/g, '\\$&').replace(/\*/g, '.*') + '$');
for (const n of fs.readdirSync(d)) if (re.test(n)) fichiers.push(path.join(d, n));
}
if (!fichiers.length) { console.error('Aucun fichier.'); process.exit(1); }
const paquets = [];
for (const f of fichiers.sort()) {
const n = path.basename(f);
try {
if (n.endsWith('-suivi.csv')) {
const r = lireSuivi(f);
if (r) { paquets.push(r.lignes); console.log(` ${n} suivi, ${r.lignes.length / 15} releves, modules ${r.modules.join(' ')}`); }
} else if (/histor/i.test(n) && n.endsWith('.txt')) {
// Les exports d'EVENEMENTS portent les memes colonnes mais decrivent des
// declenchements, pas un echantillonnage regulier : les melanger ferait
// des courbes fausses.
const r = lireHistorique(f);
if (r) {
paquets.push(r.lignes);
const d = r.decalageMin;
const t0 = r.lignes[0][0].slice(0, 16).replace('T', ' ');
const t1 = r.lignes[r.lignes.length - 1][0].slice(0, 16).replace('T', ' ');
console.log(` ${n}\n ${r.module}, ${r.nb} enregistrements, horloge `
+ `${d >= 0 ? '+' : '-'}${Math.trunc(Math.abs(d) / 60)} h ${Math.abs(d % 60)} min`
+ ` (${r.origine}) -> ${t0} a ${t1}`);
}
}
} catch (e) { console.error(` ${n} ignore : ${e.message}`); }
}
const toutes = paquets.flat();
console.log(`\n${toutes.length} lignes cellule au total.`);
if (BLANC) { console.log('A blanc : rien ecrit.'); process.exit(0); }
const client = new pg.Client({
host: process.env.PGHOST || '10.10.10.22',
port: Number(process.env.PGPORT || 5432),
user: process.env.PGUSER || 'evcs',
database: process.env.PGDATABASE || 'evcs',
password: process.env.PGPASSWORD,
});
await client.connect();
let ecrites = 0;
for (let i = 0; i < toutes.length; i += 500) {
const lot = toutes.slice(i, i + 500);
const val = lot.map((_, k) => `($${k * 8 + 1},$${k * 8 + 2},$${k * 8 + 3},$${k * 8 + 4},$${k * 8 + 5},$${k * 8 + 6},$${k * 8 + 7},$${k * 8 + 8})`).join(',');
const r = await client.query(
`INSERT INTO cellule (ts, module, cellule, mv, soc, courant_ma, etat, source)
VALUES ${val} ON CONFLICT (ts, module, cellule) DO NOTHING`, lot.flat());
ecrites += r.rowCount;
process.stdout.write(`\r ${i + lot.length} / ${toutes.length} `);
}
console.log(`\n${ecrites} lignes nouvelles, ${toutes.length - ecrites} deja presentes.`);
await client.end();

19
tools/pylontech-console.mjs
View File

@@ -208,6 +208,25 @@ async function main() {
console.log(`Extraction de l'historique a partir de l'enregistrement ${depuis}.`); console.log(`Extraction de l'historique a partir de l'enregistrement ${depuis}.`);
console.log('Le module en garde 1798, un toutes les 30 minutes : comptez plusieurs minutes.'); console.log('Le module en garde 1798, un toutes les 30 minutes : comptez plusieurs minutes.');
const f = journal(nom, `# releve du ${horodate()} sur ${dev}\n`); const f = journal(nom, `# releve du ${horodate()} sur ${dev}\n`);
// L'horloge du module derive de plusieurs heures et chaque module a la
// sienne. On la CAPTURE ici, a la seconde ou l'export commence, plutot que
// de la deduire ensuite : le tampon d'historique est circulaire et contient
// des enregistrements anterieurs a des remises a l'heure, ce qui rend toute
// deduction a posteriori fausse de plusieurs heures.
const rtc = await commande(l, 'time', 8000);
const m = rtc.match(/RTC\s+(\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2})/);
if (m) {
const reel = new Date();
const mod = new Date(m[1].replace(' ', 'T') + 'Z');
const decMin = Math.round((mod.getTime() -
(reel.getTime() - reel.getTimezoneOffset() * 60000)) / 60000);
journal(nom, `# RTC module : ${m[1]}\n# heure reelle : ${reel.toISOString()}\n`
+ `# decalage_minutes : ${decMin}\n`);
console.log(`Horloge du module : ${m[1]} — decalage ${decMin} min sur l'heure reelle.`);
} else {
journal(nom, '# RTC module : non lu\n');
console.log('Horloge du module non lue : le decalage devra etre donne a l\'import.');
}
journal(nom, await commande(l, 'info', 8000)); journal(nom, await commande(l, 'info', 8000));
// UNE seule commande suffit : le module pagine lui-meme jusqu'au dernier // UNE seule commande suffit : le module pagine lui-meme jusqu'au dernier
// enregistrement, `commande` tourne les pages. Boucler sur des index // enregistrement, `commande` tourne les pages. Boucler sur des index