backtest_anchors.json 81 KB

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  1. {
  2. "meta": {
  3. "windows": {
  4. "hist2024_w0504": "2024-04-28→2024-05-04",
  5. "hist2024_w0831": "2024-08-24→2024-08-31",
  6. "hist2024_w1226": "2024-11-25→2024-12-26",
  7. "hist2025_w0314": "2025-02-19→2025-03-14"
  8. },
  9. "topk": 5,
  10. "min_x": 1.5,
  11. "persist_windows": 3,
  12. "meas": [
  13. "Peak",
  14. "Rms_HP",
  15. "Kurtosis",
  16. "CrestFactor",
  17. "Rms_Vel"
  18. ],
  19. "bins": [
  20. "HI",
  21. "MID"
  22. ],
  23. "paths": "路径1 rank<=topk ∧ x>=min_x (爆发型) | 路径2 x>=min_x ∧ 跨>=N窗持续 (中等持续型); 两路并列取或。路径2 为 09# 这类\"信号真实但排名 6-9\"的台而设; 单独 precision 0.417 > 基率 0.316。★假阳中 14#/30#/31#/10# 落在 skill cms-tcm-swt4000 §2 已标注的子群指纹 {14,17,24,30,31}/{09,10,14,30,31} (疑齿轮箱变体/批次, 相对判据对子群成员系统性报高) — 有已知解释但**未扣除**(无 BOM/序列号证据, 扣了就是循环论证)",
  24. "note": "detected = 该部件测点 任一标量 × 任一功率档 fleet 排名 <= topk; lead_days = 锚日期 - 窗末。★MID/HI 分档各扫再取并集: 只筛 HI 会漏低载运行台 (23# w0504 窗 HI 档 Peak 记录=0 而 MID 档 11.50×fleet 排1/37 锚前9天)"
  25. },
  26. "n_pre_pairs": 25,
  27. "n_hits": 16,
  28. "hit_rate": 0.64,
  29. "hit_rate_rank_only": 0.76,
  30. "n_false_positive": 15,
  31. "pre_anchor": [
  32. {
  33. "turbine": "WTG23",
  34. "component": "gearbox_hs_bearing",
  35. "anchor_date": "2024-05-13",
  36. "tier": "physical_historical",
  37. "failure_mode": "HS 轴承点蚀剥落 (内窥镜)",
  38. "window": "hist2024_w0504",
  39. "window_end": "2024-05-04",
  40. "lead_days": 8,
  41. "detected": true,
  42. "qualified": [
  43. "Peak@MID",
  44. "Rms_HP@MID",
  45. "Rms_Vel@MID"
  46. ],
  47. "persist_hit": [
  48. "Peak@MID",
  49. "Rms_HP@MID"
  50. ],
  51. "path": "rank+abs",
  52. "per_meas": {
  53. "Peak@MID": {
  54. "rank": 1,
  55. "N": 37,
  56. "value": 138.1225,
  57. "x_median": 11.501
  58. },
  59. "Rms_HP@MID": {
  60. "rank": 1,
  61. "N": 37,
  62. "value": 22.6874,
  63. "x_median": 9.027
  64. },
  65. "Kurtosis@MID": {
  66. "rank": 4,
  67. "N": 37,
  68. "value": 3.1403,
  69. "x_median": 1.041
  70. },
  71. "CrestFactor@MID": {
  72. "rank": 1,
  73. "N": 37,
  74. "value": 6.0797,
  75. "x_median": 1.325
  76. },
  77. "Rms_Vel@MID": {
  78. "rank": 1,
  79. "N": 37,
  80. "value": 0.0082,
  81. "x_median": 2.551
  82. }
  83. },
  84. "best_meas": "Peak@MID",
  85. "best_rank": 1,
  86. "N": 37,
  87. "best_x_median": 11.501,
  88. "rank_only_hit": true,
  89. "bins_with_data": [
  90. "MID"
  91. ]
  92. },
  93. {
  94. "turbine": "WTG23",
  95. "component": "generator_bearing",
  96. "anchor_date": "2024-09-11",
  97. "tier": "physical_historical",
  98. "failure_mode": "轴承高温跑圈, 轴损 (拆检)",
  99. "window": "hist2024_w0831",
  100. "window_end": "2024-08-31",
  101. "lead_days": 10,
  102. "detected": false,
  103. "qualified": [],
  104. "persist_hit": [],
  105. "path": "-",
  106. "per_meas": {
  107. "Peak@HI": {
  108. "rank": 13,
  109. "N": 37,
  110. "value": 22.9164,
  111. "x_median": 1.035
  112. },
  113. "Peak@MID": {
  114. "rank": 10,
  115. "N": 37,
  116. "value": 25.0301,
  117. "x_median": 1.061
  118. },
  119. "Rms_HP@HI": {
  120. "rank": 13,
  121. "N": 37,
  122. "value": 5.2722,
  123. "x_median": 1.095
  124. },
  125. "Rms_HP@MID": {
  126. "rank": 10,
  127. "N": 37,
  128. "value": 5.8224,
  129. "x_median": 1.105
  130. },
  131. "Kurtosis@HI": {
  132. "rank": 24,
  133. "N": 37,
  134. "value": 2.9711,
  135. "x_median": 0.996
  136. },
  137. "Kurtosis@MID": {
  138. "rank": 29,
  139. "N": 37,
  140. "value": 2.9357,
  141. "x_median": 0.988
  142. },
  143. "CrestFactor@HI": {
  144. "rank": 30,
  145. "N": 37,
  146. "value": 4.3604,
  147. "x_median": 0.974
  148. },
  149. "CrestFactor@MID": {
  150. "rank": 34,
  151. "N": 37,
  152. "value": 4.2333,
  153. "x_median": 0.965
  154. },
  155. "Rms_Vel@HI": {
  156. "rank": 13,
  157. "N": 37,
  158. "value": 0.0021,
  159. "x_median": 1.16
  160. },
  161. "Rms_Vel@MID": {
  162. "rank": 10,
  163. "N": 37,
  164. "value": 0.0019,
  165. "x_median": 1.103
  166. }
  167. },
  168. "best_meas": "Rms_Vel@HI",
  169. "best_rank": 13,
  170. "N": 37,
  171. "best_x_median": 1.16,
  172. "rank_only_hit": false,
  173. "bins_with_data": [
  174. "HI",
  175. "MID"
  176. ]
  177. },
  178. {
  179. "turbine": "WTG20",
  180. "component": "gearbox_hs_bearing",
  181. "anchor_date": "2025-04-02",
  182. "tier": "physical_historical",
  183. "failure_mode": "HS 轴承点蚀 (内窥镜)",
  184. "window": "hist2025_w0314",
  185. "window_end": "2025-03-14",
  186. "lead_days": 18,
  187. "detected": true,
  188. "qualified": [
  189. "Peak@HI",
  190. "Peak@MID",
  191. "Rms_HP@HI",
  192. "Rms_HP@MID"
  193. ],
  194. "persist_hit": [
  195. "Peak@HI",
  196. "Peak@MID",
  197. "Rms_HP@HI",
  198. "Rms_HP@MID"
  199. ],
  200. "path": "rank+abs",
  201. "per_meas": {
  202. "Peak@HI": {
  203. "rank": 3,
  204. "N": 38,
  205. "value": 65.4356,
  206. "x_median": 3.494
  207. },
  208. "Peak@MID": {
  209. "rank": 3,
  210. "N": 38,
  211. "value": 46.8765,
  212. "x_median": 3.982
  213. },
  214. "Rms_HP@HI": {
  215. "rank": 3,
  216. "N": 38,
  217. "value": 12.5763,
  218. "x_median": 2.658
  219. },
  220. "Rms_HP@MID": {
  221. "rank": 3,
  222. "N": 38,
  223. "value": 9.7063,
  224. "x_median": 3.769
  225. },
  226. "Kurtosis@HI": {
  227. "rank": 1,
  228. "N": 38,
  229. "value": 3.0873,
  230. "x_median": 1.117
  231. },
  232. "Kurtosis@MID": {
  233. "rank": 2,
  234. "N": 38,
  235. "value": 3.0923,
  236. "x_median": 1.026
  237. },
  238. "CrestFactor@HI": {
  239. "rank": 3,
  240. "N": 38,
  241. "value": 4.7187,
  242. "x_median": 1.128
  243. },
  244. "CrestFactor@MID": {
  245. "rank": 6,
  246. "N": 38,
  247. "value": 4.7991,
  248. "x_median": 1.046
  249. },
  250. "Rms_Vel@HI": {
  251. "rank": 14,
  252. "N": 38,
  253. "value": 0.0028,
  254. "x_median": 1.086
  255. },
  256. "Rms_Vel@MID": {
  257. "rank": 15,
  258. "N": 38,
  259. "value": 0.0033,
  260. "x_median": 1.046
  261. }
  262. },
  263. "best_meas": "Peak@MID",
  264. "best_rank": 3,
  265. "N": 38,
  266. "best_x_median": 3.982,
  267. "rank_only_hit": true,
  268. "bins_with_data": [
  269. "HI",
  270. "MID"
  271. ]
  272. },
  273. {
  274. "turbine": "WTG17",
  275. "component": "generator_bearing",
  276. "anchor_date": "2024-09-19",
  277. "tier": "physical_historical",
  278. "failure_mode": "轴承高温跑圈, 轴损 (拆检)",
  279. "window": "hist2024_w0831",
  280. "window_end": "2024-08-31",
  281. "lead_days": 18,
  282. "detected": true,
  283. "qualified": [
  284. "Rms_Vel@HI"
  285. ],
  286. "persist_hit": [
  287. "Rms_Vel@HI"
  288. ],
  289. "path": "rank+abs",
  290. "per_meas": {
  291. "Peak@HI": {
  292. "rank": 16,
  293. "N": 37,
  294. "value": 22.5588,
  295. "x_median": 1.019
  296. },
  297. "Peak@MID": {
  298. "rank": 12,
  299. "N": 37,
  300. "value": 24.8941,
  301. "x_median": 1.055
  302. },
  303. "Rms_HP@HI": {
  304. "rank": 22,
  305. "N": 37,
  306. "value": 4.7808,
  307. "x_median": 0.993
  308. },
  309. "Rms_HP@MID": {
  310. "rank": 12,
  311. "N": 37,
  312. "value": 5.7942,
  313. "x_median": 1.1
  314. },
  315. "Kurtosis@HI": {
  316. "rank": 17,
  317. "N": 37,
  318. "value": 2.9947,
  319. "x_median": 1.004
  320. },
  321. "Kurtosis@MID": {
  322. "rank": 11,
  323. "N": 37,
  324. "value": 3.035,
  325. "x_median": 1.022
  326. },
  327. "CrestFactor@HI": {
  328. "rank": 13,
  329. "N": 37,
  330. "value": 4.5146,
  331. "x_median": 1.008
  332. },
  333. "CrestFactor@MID": {
  334. "rank": 6,
  335. "N": 37,
  336. "value": 4.5844,
  337. "x_median": 1.045
  338. },
  339. "Rms_Vel@HI": {
  340. "rank": 1,
  341. "N": 37,
  342. "value": 0.0032,
  343. "x_median": 1.81
  344. },
  345. "Rms_Vel@MID": {
  346. "rank": 9,
  347. "N": 37,
  348. "value": 0.0019,
  349. "x_median": 1.115
  350. }
  351. },
  352. "best_meas": "Rms_Vel@HI",
  353. "best_rank": 1,
  354. "N": 37,
  355. "best_x_median": 1.81,
  356. "rank_only_hit": true,
  357. "bins_with_data": [
  358. "HI",
  359. "MID"
  360. ]
  361. },
  362. {
  363. "turbine": "WTG05",
  364. "component": "gearbox_hs_bearing",
  365. "anchor_date": "2024-06-01",
  366. "tier": "physical_historical",
  367. "failure_mode": "HS 轴承点蚀 (内窥镜)",
  368. "window": "hist2024_w0504",
  369. "window_end": "2024-05-04",
  370. "lead_days": 27,
  371. "detected": true,
  372. "qualified": [
  373. "Peak@HI",
  374. "Peak@MID",
  375. "Rms_HP@HI",
  376. "Rms_HP@MID"
  377. ],
  378. "persist_hit": [],
  379. "path": "rank+abs",
  380. "per_meas": {
  381. "Peak@HI": {
  382. "rank": 3,
  383. "N": 36,
  384. "value": 83.7127,
  385. "x_median": 4.533
  386. },
  387. "Peak@MID": {
  388. "rank": 4,
  389. "N": 37,
  390. "value": 60.8639,
  391. "x_median": 5.068
  392. },
  393. "Rms_HP@HI": {
  394. "rank": 3,
  395. "N": 36,
  396. "value": 16.904,
  397. "x_median": 3.556
  398. },
  399. "Rms_HP@MID": {
  400. "rank": 4,
  401. "N": 37,
  402. "value": 12.3702,
  403. "x_median": 4.922
  404. },
  405. "Kurtosis@HI": {
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  407. "N": 36,
  408. "value": 3.0778,
  409. "x_median": 1.122
  410. },
  411. "Kurtosis@MID": {
  412. "rank": 6,
  413. "N": 37,
  414. "value": 3.1113,
  415. "x_median": 1.031
  416. },
  417. "CrestFactor@HI": {
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  419. "N": 36,
  420. "value": 5.0437,
  421. "x_median": 1.223
  422. },
  423. "CrestFactor@MID": {
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  425. "N": 37,
  426. "value": 4.8748,
  427. "x_median": 1.062
  428. },
  429. "Rms_Vel@HI": {
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  431. "N": 36,
  432. "value": 0.0034,
  433. "x_median": 1.288
  434. },
  435. "Rms_Vel@MID": {
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  438. "value": 0.0038,
  439. "x_median": 1.18
  440. }
  441. },
  442. "best_meas": "Peak@MID",
  443. "best_rank": 4,
  444. "N": 37,
  445. "best_x_median": 5.068,
  446. "rank_only_hit": true,
  447. "bins_with_data": [
  448. "HI",
  449. "MID"
  450. ]
  451. },
  452. {
  453. "turbine": "WTG19",
  454. "component": "gearbox_hs_bearing",
  455. "anchor_date": "2024-06-15",
  456. "tier": "physical_historical",
  457. "failure_mode": "HS 轴承点蚀 (内窥镜)",
  458. "window": "hist2024_w0504",
  459. "window_end": "2024-05-04",
  460. "lead_days": 41,
  461. "detected": true,
  462. "qualified": [
  463. "Peak@HI",
  464. "Peak@MID",
  465. "Rms_HP@HI",
  466. "Rms_HP@MID"
  467. ],
  468. "persist_hit": [],
  469. "path": "rank+abs",
  470. "per_meas": {
  471. "Peak@HI": {
  472. "rank": 1,
  473. "N": 36,
  474. "value": 128.3085,
  475. "x_median": 6.947
  476. },
  477. "Peak@MID": {
  478. "rank": 2,
  479. "N": 37,
  480. "value": 99.5922,
  481. "x_median": 8.293
  482. },
  483. "Rms_HP@HI": {
  484. "rank": 1,
  485. "N": 36,
  486. "value": 25.2075,
  487. "x_median": 5.303
  488. },
  489. "Rms_HP@MID": {
  490. "rank": 2,
  491. "N": 37,
  492. "value": 19.4488,
  493. "x_median": 7.738
  494. },
  495. "Kurtosis@HI": {
  496. "rank": 2,
  497. "N": 36,
  498. "value": 3.1614,
  499. "x_median": 1.152
  500. },
  501. "Kurtosis@MID": {
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  504. "value": 3.1838,
  505. "x_median": 1.055
  506. },
  507. "CrestFactor@HI": {
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  509. "N": 36,
  510. "value": 5.1439,
  511. "x_median": 1.247
  512. },
  513. "CrestFactor@MID": {
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  516. "value": 5.2418,
  517. "x_median": 1.142
  518. },
  519. "Rms_Vel@HI": {
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  521. "N": 36,
  522. "value": 0.0037,
  523. "x_median": 1.386
  524. },
  525. "Rms_Vel@MID": {
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  527. "N": 37,
  528. "value": 0.0042,
  529. "x_median": 1.302
  530. }
  531. },
  532. "best_meas": "Peak@MID",
  533. "best_rank": 2,
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  535. "best_x_median": 8.293,
  536. "rank_only_hit": true,
  537. "bins_with_data": [
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  539. "MID"
  540. ]
  541. },
  542. {
  543. "turbine": "WTG20",
  544. "component": "gearbox_hs_bearing",
  545. "anchor_date": "2025-04-02",
  546. "tier": "physical_historical",
  547. "failure_mode": "HS 轴承点蚀 (内窥镜)",
  548. "window": "hist2024_w1226",
  549. "window_end": "2024-12-26",
  550. "lead_days": 96,
  551. "detected": true,
  552. "qualified": [
  553. "Peak@HI",
  554. "Peak@MID",
  555. "Rms_HP@HI",
  556. "Rms_HP@MID"
  557. ],
  558. "persist_hit": [
  559. "Peak@HI",
  560. "Peak@MID",
  561. "Rms_HP@HI",
  562. "Rms_HP@MID"
  563. ],
  564. "path": "rank+abs",
  565. "per_meas": {
  566. "Peak@HI": {
  567. "rank": 3,
  568. "N": 38,
  569. "value": 46.4924,
  570. "x_median": 2.423
  571. },
  572. "Peak@MID": {
  573. "rank": 3,
  574. "N": 38,
  575. "value": 35.9629,
  576. "x_median": 2.938
  577. },
  578. "Rms_HP@HI": {
  579. "rank": 3,
  580. "N": 38,
  581. "value": 9.9035,
  582. "x_median": 2.135
  583. },
  584. "Rms_HP@MID": {
  585. "rank": 3,
  586. "N": 38,
  587. "value": 7.3383,
  588. "x_median": 2.787
  589. },
  590. "Kurtosis@HI": {
  591. "rank": 5,
  592. "N": 38,
  593. "value": 3.0183,
  594. "x_median": 1.093
  595. },
  596. "Kurtosis@MID": {
  597. "rank": 5,
  598. "N": 38,
  599. "value": 3.0609,
  600. "x_median": 1.016
  601. },
  602. "CrestFactor@HI": {
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  604. "N": 38,
  605. "value": 4.5085,
  606. "x_median": 1.081
  607. },
  608. "CrestFactor@MID": {
  609. "rank": 9,
  610. "N": 38,
  611. "value": 4.7296,
  612. "x_median": 1.037
  613. },
  614. "Rms_Vel@HI": {
  615. "rank": 21,
  616. "N": 38,
  617. "value": 0.0027,
  618. "x_median": 0.995
  619. },
  620. "Rms_Vel@MID": {
  621. "rank": 24,
  622. "N": 38,
  623. "value": 0.003,
  624. "x_median": 0.972
  625. }
  626. },
  627. "best_meas": "Peak@MID",
  628. "best_rank": 3,
  629. "N": 38,
  630. "best_x_median": 2.938,
  631. "rank_only_hit": true,
  632. "bins_with_data": [
  633. "HI",
  634. "MID"
  635. ]
  636. },
  637. {
  638. "turbine": "WTG22",
  639. "component": "gearbox_hs_bearing",
  640. "anchor_date": "2025-07-14",
  641. "tier": "physical_historical",
  642. "failure_mode": "HS 轴承点蚀 (内窥镜)",
  643. "window": "hist2025_w0314",
  644. "window_end": "2025-03-14",
  645. "lead_days": 121,
  646. "detected": true,
  647. "qualified": [
  648. "Peak@HI",
  649. "Peak@MID",
  650. "Rms_HP@HI",
  651. "Rms_HP@MID"
  652. ],
  653. "persist_hit": [
  654. "Peak@HI",
  655. "Peak@MID",
  656. "Rms_HP@HI",
  657. "Rms_HP@MID"
  658. ],
  659. "path": "rank+abs",
  660. "per_meas": {
  661. "Peak@HI": {
  662. "rank": 1,
  663. "N": 38,
  664. "value": 141.0445,
  665. "x_median": 7.532
  666. },
  667. "Peak@MID": {
  668. "rank": 1,
  669. "N": 38,
  670. "value": 102.388,
  671. "x_median": 8.697
  672. },
  673. "Rms_HP@HI": {
  674. "rank": 1,
  675. "N": 38,
  676. "value": 29.5912,
  677. "x_median": 6.254
  678. },
  679. "Rms_HP@MID": {
  680. "rank": 1,
  681. "N": 38,
  682. "value": 22.2348,
  683. "x_median": 8.633
  684. },
  685. "Kurtosis@HI": {
  686. "rank": 8,
  687. "N": 38,
  688. "value": 2.9966,
  689. "x_median": 1.084
  690. },
  691. "Kurtosis@MID": {
  692. "rank": 20,
  693. "N": 38,
  694. "value": 3.0135,
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