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dec_dew_d2500_141_dehui.yaml

dec_dew_d2500_141_dehui.yaml 12 KB
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  1. # 数据契约 — 东方电气 DEC DEW-D2500-141 直驱 (德惠新河二期, 山东德州陵城 / 华电山东)
    2. 

  2. # schema_v2 SOP 标准件 (2026-07-18, oem-onboard subagent)。
    3. 

  3. #
    4. 

  4. # ★★ 验 name-based 装配后 parquet (outputs/dehui/cleaned/东气_10min.parquet; canonical=中文原表头, _tid=B1-B20)。
    5. 

  5. # ★★ 东气=二期20台 B1-B20 (文件名=台号); 装配 time_col=时间。
    6. 

  6. # ★★ 双OEM混场: 二期=东气DEW-D2500-141直驱(本契约) / 一期=上气W2500齿箱(sewind_w2500_146_dehui.yaml)。
    7. 

  7. # ★★ topology=直驱PMSG (机型docx: 直驱/齿箱N/A/永磁PM02500; 数据铁证: 风轮转速≡发电机转速同轴max11rpm
    8. 

  8. #     + 全部齿轮箱通道nuniq=1全0死列) → 齿箱温度/振动模板列**死**(表头有列≠有活信号); 冷浸参照不配。
    9. 

  9. # ★★ 99列模板 28列死(见 goem_dongqi.json dead_cols_28): 全齿箱通道 + 发电机定子绕组温度/发电机轴承2/低速轴前后
    10. 

  10. #     /变流器模块温度/传动链振动 死 → 真发电机温走 发电机U/V/W相温度+发电机轴承温度。
    11. 

  11. #
    12. 

  12. # reuse: DEC家族(库内 longkou东气/金华山DF121/义都口G2000族); DEW-D2500-141=库内首见直驱型, 算子OEM级重验。
    13. 

  13. # 源: 20 per台UTF-8-sig CSV(B1-B20)/1,051,196行/全2025年(2025-01-01~2026-01-01)。
    14. 

  14. schema_version: 2
    15. 

  15. 

  16. meta:
    17. 

  17.   oem: 东方电气 DEC (东方风电)
    18. 

  18.   model: DEW-D2500-141
    19. 

  19.   topology: direct_drive_pmsg   # ★直驱永磁; 数据实证 风轮转速≡发电机转速 + 全齿箱通道死
    20. 

  20.   rated_kw: 2500                # ✅铭牌2500(简介+机型docx); ws>12 plateau p50~2603(发电机PM02500 2650裕量); fleet max2662
    21. 

  21.   rotor_d_m: 141
    22. 

  22.   hub_height_m: "90/100/140三选(spec待机位/可研核; 平原海拔15-25m)"
    23. 

  23.   source_farm: 德惠新河二期 (山东德州陵城, 华电山东新能源陵城分公司)
    24. 

  24.   n_machines: 20               # B1-B20 全有数据 = 20×2.5MW = 50MW二期
    25. 

  25.   commission: "2022-03-10 全部并网"
    26. 

  26.   generator: "东方电机 PM02500 永磁直驱 2650kW/690V; 绝缘F"
    27. 

  27.   encoding: UTF-8-sig
    28. 

  28.   layout:
    29. 

  29.     format: "20 per台CSV B1.csv..B20.csv (各~31MB, 99列富集); 文件名=台号"
    30. 

  30.     assemble: "name-based; _tid=B<N>(文件名); time_col=时间"
    31. 

  31.   sampling:
    32. 

  32.     turbine_10min_s: 600
    33. 

  33.     window: "2025-01-01 ~ 2026-01-01 (2025整年)"
    34. 

  34.   ground_truth:
    35. 

  35.     status_enum_ref: "configs/fault_dicts/dongfang_dec_3p2mw_status_enum_0_43.csv (复用DEC自解: 15=正常运行/12=调度限电/13=部件降额/14=告警发电/0=启动; ⚠源自DEC 3.2MW型, DEC通用约定, 本型码22/23/24/25待验; 另图纸dongfang_am44a_codes.csv=告警码表)"
    36. 

  36.   self_ref: "★无测风塔(3、测风塔数据 无) → 机舱风绝对功率曲线/Cp/达成率 INSUFFICIENT(self_ref); 相对fleet筛查+per台温度NBM(全年窗+发展性)可做"
    37. 

  37.   curtailment_note: "★限功率flag非纯限电信号(per台5.7%~68%悬殊, fleet60%远超状态12调度限电12%; B1/B15异); 限电识别用 风机主状态=12 + 有功上限/有功调度下限 setpoint"
    38. 

  38.   cold_soak_config: "N/A — 直驱无齿箱油温; 发电机轴承=直驱主轴承(热汇发电机冷却非油浴) → 不配冷浸参照(弱参照产假sensor_suspect)"
    39. 

  39.   direction_frame: "★绝对风向=nacelle派生(机舱位置+相对vane, 三件套median|r|~0.35-0.47°), 非独立地理; 无测风塔 → self_ref, 禁扇区/风玫瑰/绝对偏航锚; 静态偏航用相对偏航误差列"
    40. 

  40. 

  41. turbine_10min:
    42. 

  42.   sampling_s: 600
    43. 

  43.   required: [瞬时功率, 风速10min]
    44. 

  44.   machine_col: _tid
    45. 

  45.   time_col: 时间
    46. 

  46.   columns:
    47. 

  47.     时间: {role: timestamp}
    48. 

  48. 

  49.     瞬时功率:
    50. 

  50.       canonical_id: WTUR_W
    51. 

  51.       unit: kW
    52. 

  52.       valid_range: [-150, 2750]
    53. 

  53.       observed_range: [-30, 2620]
    54. 

  54.       block_if_raw_exceeds: 50000
    55. 

  55.       note: "rated2500(ws>12 plateau~2603); 负=空转寄生真物理; self_ref达成率INSUFFICIENT"
    56. 

  56.     风速10min:
    57. 

  57.       canonical_id: WMET_horWdSpd
    58. 

  58.       unit: m/s
    59. 

  59.       valid_range: [0, 40]
    60. 

  60.       observed_range: [0, 15]
    61. 

  61.       self_ref_risk: high
    62. 

  62.       note: "机舱风10min; 另有风速1s/风速30s/原始风速1"
    63. 

  63.     风速1s: {canonical_id: WMET_horWdSpd_1s, unit: m/s, valid_range: [0, 45], observed_range: [0, 15]}
    64. 

  64.     风速30s: {canonical_id: WMET_horWdSpd_30s, unit: m/s, valid_range: [0, 45], observed_range: [0, 15]}
    65. 

  65.     原始风速1: {canonical_id: WMET_horWdSpd_raw, unit: m/s, valid_range: [0, 45], observed_range: [0, 16]}
    66. 

  66.     湍流强度: {canonical_id: WMET_TI, unit: ratio, valid_range: [0, 5], observed_range: [0, 1], note: "max24.5 spike→界外NaN"}
    67. 

  67.     空气密度: {canonical_id: WMET_AirDen, unit: kg/m3, valid_range: [0, 1.5], observed_range: [0, 1.3], note: "0=停机占位"}
    68. 

  68.     环境温度: {canonical_id: WMET_EnvTmp, unit: degC, valid_range: [-40, 55], observed_range: [-10, 40]}
    69. 

  69. 

  70.     风轮转速:
    71. 

  71.       canonical_id: WROT_Spd
    72. 

  72.       unit: rpm
    73. 

  73.       valid_range: [-2, 15]
    74. 

  74.       observed_range: [0, 11]
    75. 

  75.       note: "★≡发电机转速(直驱同轴); max11rpm"
    76. 

  76.     发电机转速:
    77. 

  77.       canonical_id: WGEN_Spd
    78. 

  78.       unit: rpm
    79. 

  79.       valid_range: [-2, 15]
    80. 

  80.       observed_range: [0, 11]
    81. 

  81.       note: "★直驱=风轮转速(非齿箱升速)"
    82. 

  82.     发电机扭矩:
    83. 

  83.       canonical_id: WGEN_Trq
    84. 

  84.       unit: Nm
    85. 

  85.       valid_range: [-100000, 3000000]
    86. 

  86.       observed_range: [0, 2400000]
    87. 

  87.       note: "N·m量级(直驱大扭矩); p50~434k"
    88. 

  88. 

  89.     发电机U相温度:
    90. 

  90.       canonical_id: WGEN_TmpStaU
    91. 

  91.       unit: degC
    92. 

  92.       valid_range: [-40, 200]
    93. 

  93.       observed_range: [0, 125]
    94. 

  94.       note: "★真定子绕组温(发电机定子绕组温度列死); max306 spike→界外NaN; 相间不平衡走U/V/W"
    95. 

  95.     发电机V相温度: {canonical_id: WGEN_TmpStaV, unit: degC, valid_range: [-40, 200], observed_range: [0, 130], note: "max388 spike→NaN"}
    96. 

  96.     发电机W相温度: {canonical_id: WGEN_TmpStaW, unit: degC, valid_range: [-40, 200], observed_range: [0, 120]}
    97. 

  97.     发电机轴承温度:
    98. 

  98.       canonical_id: WGEN_TmpBrg
    99. 

  99.       unit: degC
    100. 

  100.       valid_range: [-40, 150]
    101. 

  101.       observed_range: [0, 70]
    102. 

  102.       note: "★直驱主轴承(热汇发电机冷却; 发电机轴承2温度列死); 冷浸参照不配"
    103. 

  103.     轮毂温度: {canonical_id: WROT_TmpHub, unit: degC, valid_range: [-45, 90], observed_range: [0, 50], sentinel: [-40], note: "-40=温度floor哨兵→NaN"}
    104. 

  104.     机舱内温度: {canonical_id: WNAC_IntTmp, unit: degC, valid_range: [-40, 90], observed_range: [-5, 50], note: "max116 spike→NaN"}
    105. 

  105.     机舱配电柜温度: {canonical_id: WNAC_TmpDistCab, unit: degC, valid_range: [-40, 90], observed_range: [-5, 50]}
    106. 

  106.     机舱控制柜温度: {canonical_id: WNAC_TmpCtrlCab, unit: degC, valid_range: [-40, 90], observed_range: [0, 55]}
    107. 

  107.     辅助变压器温度: {canonical_id: WTRM_TmpAuxTfmr, unit: degC, valid_range: [-40, 200], observed_range: [0, 80], note: "max192 spike→界外NaN"}
    108. 

  108.     变流器冷却介质温度: {canonical_id: WCNV_TmpCoolant, unit: degC, valid_range: [-40, 90], observed_range: [0, 45]}
    109. 

  109. 

  110.     轴1电机温度: {canonical_id: WPCH_TmpMotBld1, unit: degC, valid_range: [-45, 120], observed_range: [-40, 75], sentinel: [-40], note: "变桨轴电机温(轴1/2/3=3叶片); -40=floor哨兵"}
    111. 

  111.     轴2电机温度: {canonical_id: WPCH_TmpMotBld2, unit: degC, valid_range: [-45, 120], observed_range: [-40, 75], sentinel: [-40]}
    112. 

  112.     轴3电机温度: {canonical_id: WPCH_TmpMotBld3, unit: degC, valid_range: [-45, 120], observed_range: [-40, 80], sentinel: [-40]}
    113. 

  113.     轴1控制柜温度: {canonical_id: WPCH_TmpCtrlCab1, unit: degC, valid_range: [-45, 90], observed_range: [-40, 60], sentinel: [-40]}
    114. 

  114.     轴2控制柜温度: {canonical_id: WPCH_TmpCtrlCab2, unit: degC, valid_range: [-45, 90], observed_range: [-40, 60], sentinel: [-40]}
    115. 

  115.     轴3控制柜温度: {canonical_id: WPCH_TmpCtrlCab3, unit: degC, valid_range: [-45, 90], observed_range: [-40, 60], sentinel: [-40]}
    116. 

  116.     轴1后备电源柜温度: {canonical_id: WPCH_TmpBupCab1, unit: degC, valid_range: [-45, 90], observed_range: [-40, 55], sentinel: [-40]}
    117. 

  117.     轴2后备电源柜温度: {canonical_id: WPCH_TmpBupCab2, unit: degC, valid_range: [-45, 90], observed_range: [-40, 55], sentinel: [-40]}
    118. 

  118.     轴3后备电源柜温度: {canonical_id: WPCH_TmpBupCab3, unit: degC, valid_range: [-45, 90], observed_range: [-40, 55], sentinel: [-40]}
    119. 

  119. 

  120.     桨角1:
    121. 

  121.       canonical_id: WROT_PtchAngBld1
    122. 

  122.       unit: deg
    123. 

  123.       valid_range: [-5, 95]
    124. 

  124.       observed_range: [0, 93]
    125. 

  125.       note: "raw min-314 garbage→界外NaN; p50~0(below-rated); 独立变桨(桨角1/2/3三叶片)"
    126. 

  126.     桨角2: {canonical_id: WROT_PtchAngBld2, unit: deg, valid_range: [-5, 95], observed_range: [0, 93]}
    127. 

  127.     桨角3: {canonical_id: WROT_PtchAngBld3, unit: deg, valid_range: [-5, 95], observed_range: [0, 93]}
    128. 

  128.     桨叶1角度给定: {canonical_id: WROT_PtchAngSpBld1, unit: deg, valid_range: [-5, 100], observed_range: [0, 96], note: "变桨setpoint"}
    129. 

  129.     桨叶2角度给定: {canonical_id: WROT_PtchAngSpBld2, unit: deg, valid_range: [-5, 100], observed_range: [0, 96]}
    130. 

  130.     桨叶3角度给定: {canonical_id: WROT_PtchAngSpBld3, unit: deg, valid_range: [-5, 100], observed_range: [0, 96]}
    131. 

  131. 

  132.     电网A相电流: {canonical_id: WCNV_GriIA, unit: A, valid_range: [0, 3000], observed_range: [0, 2270]}
    133. 

  133.     电网B相电流: {canonical_id: WCNV_GriIB, unit: A, valid_range: [0, 3000], observed_range: [0, 2270]}
    134. 

  134.     电网C相电流: {canonical_id: WCNV_GriIC, unit: A, valid_range: [0, 3000], observed_range: [0, 2270]}
    135. 

  135.     无功功率: {canonical_id: WTUR_VAr, unit: kVar, valid_range: [-1000, 1000], observed_range: [-250, 700]}
    136. 

  136. 

  137.     机舱位置:
    138. 

  138.       canonical_id: WNAC_Dir
    139. 

  139.       unit: deg
    140. 

  140.       valid_range: [0, 360]
    141. 

  141.       observed_range: [0, 360]
    142. 

  142.       frame: nacelle_encoder
    143. 

  143.       note: "[0,360]wrapped方位; 偏航编码器相对零位"
    144. 

  144.     偏航误差:
    145. 

  145.       canonical_id: WYAW_YawErr
    146. 

  146.       unit: deg
    147. 

  147.       valid_range: [-180, 180]
    148. 

  148.       observed_range: [-180, 180]
    149. 

  149.       frame: nacelle_relative
    150. 

  150.       note: "相对对风误差(signed vane); 静态偏航用此"
    151. 

  151.     绝对风向:
    152. 

  152.       canonical_id: WMET_Dir_pseudo
    153. 

  153.       unit: deg
    154. 

  154.       valid_range: [0, 360]
    155. 

  155.       observed_range: [0, 357]
    156. 

  156.       frame: nacelle_derived
    157. 

  157.       note: "★nacelle派生(机舱位置+相对vane), 非独立地理; 禁扇区/风玫瑰/绝对偏航锚(循环)"
    158. 

  158.     电缆扭角: {canonical_id: WYAW_CableTwist, unit: deg, valid_range: [-1100, 1100], observed_range: [-500, 550], note: "unwrapped扭缆累计; 解缆代理"}
    159. 

  159. 

  160.     有功上限: {canonical_id: WTUR_WSpLim, unit: kW, valid_range: [-10, 2600], observed_range: [0, 2520], note: "有功上限setpoint(限电/降额判据源)"}
    161. 

  161.     有功调度下限: {canonical_id: WTUR_WSpLoLim, unit: kW, valid_range: [-10, 2600], observed_range: [0, 100], note: "调度下限setpoint(多为0/100)"}
    162. 

  162.     无功设定: {canonical_id: WTUR_VArSp, unit: kVar, valid_range: [-1000, 1000], observed_range: [-250, 700], note: "无功setpoint(AVC调度; 无功归因=dispatch ceiling)"}
    163. 

  163.     理论可发最大功率: {canonical_id: WTUR_WThy, unit: kW, valid_range: [-50, 2700], observed_range: [0, 2560], note: "理论应发(限电损失分母参考; OEM算法产物勿当独立真值)"}
    164. 

  164.     停机事件地址: {canonical_id: WSLG_stop_event_addr, unit: code, valid_range: [0, 20000], observed_range: [0, 12000], note: "★停机事件码(稀疏nz0.07, 事件驱动); 首发故障地址列死; 事件层另有 7、故障统计xlsx"}
    165. 

  165. 

  166.     限功率:
    167. 

  167.       canonical_id: WTUR_CurtFlag
    168. 

  168.       unit: bool
    169. 

  169.       valid_range: [0, 1]
    170. 

  170.       observed_range: [0, 1]
    171. 

  171.       note: "★★非纯限电信号: per台5.7%(B1/B15)~68%(其余18)悬殊, fleet60%远超状态12(12%) → 疑=有功上限<额定即置1或部分台固化; 限电识别改用 风机主状态=12 + setpoint; CL-3 channel-semantics WARN候选"
    172. 

  172.     计入功率曲线:
    173. 

  173.       canonical_id: WTUR_PcFlag
    174. 

  174.       unit: bool
    175. 

  175.       valid_range: [0, 1]
    176. 

  176.       observed_range: [0, 1]
    177. 

  177.       note: "power curve有效点flag; B1/B15~77% vs 其余~50-60%"
    178. 

  178. 

  179.     风机主状态:
    180. 

  180.       role: state_enum
    181. 

  181.       canonical_id: WSLG_turbine_state
    182. 

  182.       unit: enum
    183. 

  183.       status_enum_ref: configs/fault_dicts/dongfang_dec_3p2mw_status_enum_0_43.csv
    184. 

  184.       semantic: "复用DEC自解: 15=正常运行(dominant, power curve主样本)/12=调度限电(11.6%, 限电剥离主信号)/13=部件降额(9.6%)/14=告警发电/0=启动/16·17=停机/22·23·24·25=本型待验; 含小数值(14.9x=10min跨态平均); 稀疏必ffill"
    185.