| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633 |
- schema_version: 2
- meta:
- oem: 远景 Envision (USCADA/EnOS 平台, 英文canonical列)
- model: EN182-6250 (6.25MW DFIG semi-direct, D182)
- rated_kw: 6250
- rated_note: 高风plateau实测 p50=6369/p99=6690 (短时boost超发) → p_active上界按6900放
- n_turbines: 64
- farm: hailesi
- site: 内蒙 海勒斯 (大唐)
- commissioned: null
- windows:
- src_1min: 2025-10-15~2025-10-24 (10天, 61-64台/日, 60s实测)
- self_ref_risk: true
- curtailment_verdict_cap: INSUFFICIENT (无限电指令列, fault/scada状态=位掩码未解码)
- sister_farm: aodu (吉林敖都, 同型EN182 ×16, 2025-10-16~24 — ✅已契约化 envision_en182_6250_aodu.yaml 2026-07-17, 同型复用+逐列实测)
- cleaning:
- physical: valid_range 界外→NaN (apply_contract_gate, 非clamp); 无int哨兵 (NaN表缺测, goem哨兵扫描=0) 但range闸仍防; wind_dir wrap至[-180,180)
- semantic: 状态列= status role 不清洗数值; 死列(11farmwide)保留列位全NaN + clean_gate 记账; machine_id=装配注入turbine_hash; section=turbine_sec(1-min原生高频层)为分析正层(P赛道), 10min派生层可后补
- traps:
- - 'gen_brg_temp_1-4 全场死列 — 发电机轴承温度实际走 gen_de_temp/gen_nde_temp (命名陷阱: brg编号列≠实测列)'
- - 'main_brg_temp_2 全NaN / temp_3 全零 → 仅 temp_1 活: 主轴承双通道互证物理不可行 (verification REFUTE 案先验)'
- - theory_p_active/hyd_station_prs/wtg_sts(常量4)/conv_*_reactor_temp/nacelle_out_temp 全场死
- - 'hash台名假名制 (30MpvF6O 等): gym/相对分析可用, 实名报告 BLOCKED 待映射表'
- - 'fault_sts/scada_wtg_sts 含位掩码大数 (540024896等): 勿当枚举平均; 限电确诊 INSUFFICIENT'
- - wind_dir 混合编码 [-180,360] 需 wrap; yaw_to_wind_ang 已是带符号 native
- - '数据窗仅10天: 季节性判据(R-M3)不适用; NBM calib 窗不足跨季 — 变化型筛查按 SOP §0.2 降级表'
- turbine_sec:
- sampling_s: 60
- columns:
- localtime:
- role: timestamp
- turbine_hash:
- role: provenance
- observed_range:
- - 0
- - 63
- note: hadoop hash 假名原串 (追溯/fingerprint用); 实名映射待业主索资
- pitch_motor_temp_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - -5.0
- - 72.68
- yaw_to_wind_ang:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -180
- - 180
- observed_range:
- - -179.98
- - 179.98
- note: native 带符号对风角 (发电中位0.2°, neg_frac .497) — panel 前提门 PASS
- gearbox_oil_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 4.2
- - 63.86
- gen_nde_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 6.7
- - 89.13
- high_spd_shaft_de_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 4.7
- - 74.89
- theory_p_active:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -1.0
- - 2.5
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- p_reactive:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -3500
- - 3500
- observed_range:
- - -565.84
- - 184.9
- pitch_cab_temp_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 24.0
- pitch_ang_act_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -5
- - 95
- observed_range:
- - -168.65
- - 89.59
- note: 真三叶 IPC (全场60/60台发电中极差p95>1°, 中位2.86°) — P赛道数据源核
- conv_mach_reactor_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- wtg_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 4.0
- - 4.0
- dead_channel: true
- scada_wtg_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 0
- - 4194306.0
- high_spd_shaft_nde_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 4.8
- - 80.32
- gen_brg_temp_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 6.7
- - 89.0
- pitch_motor_temp_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - -3.99
- - 60.88
- pitch_motor_cur_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -5
- - 300
- observed_range:
- - 0
- - 43.12
- gen_de_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 6.9
- - 79.74
- wind_spd:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 60
- observed_range:
- - 0.4
- - 19.27
- note: '机舱风速计 (转子后自指): 禁绝对功率曲线/Cp 定论 (self_ref)'
- p_active:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -200
- - 6900
- observed_range:
- - -63.0
- - 6788.46
- stator_wind_temp_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 160
- observed_range:
- - 4.0
- - 120.4
- hyd_station_prs:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 400
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- grid_ua:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 1500
- observed_range:
- - 1091.7
- - 1194.4
- main_brg_temp_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- cw_yaw_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 0
- - 1.0
- pitch_bat_temp_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 23.78
- conv_grid_reactor_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- pitch_cab_temp_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 23.0
- nacelle_cab_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 13.3
- - 46.5
- pitch_motor_temp_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - -2.46
- - 54.99
- ccw_yaw_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 0
- - 1.0
- twist_ang:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -1440
- - 1440
- observed_range:
- - -503.52
- - 537.84
- set_torque:
- raw_unit: Nm (gen侧; 验算 35750Nm×175rad/s≈6.25MW)
- valid_range:
- - -2000
- - 45000
- observed_range:
- - 0
- - 35750.67
- vendor_access_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 1.0
- - 9.0
- gen_brg_temp_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- pitch_ang_act_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -5
- - 95
- observed_range:
- - -23.7
- - 92.0
- note: 真三叶 IPC (全场60/60台发电中极差p95>1°, 中位2.86°) — P赛道数据源核
- wind_dir:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -180
- - 360
- observed_range:
- - -179.99
- - 360.0
- note: '混合编码观测[-180,360]: 清洗 wrap 到 [-180,180)'
- fault_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 0
- - 1447646336.0
- grid_ic:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 8000
- observed_range:
- - 0
- - 3256.0
- stator_wind_temp_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 160
- observed_range:
- - 3.7
- - 121.14
- nacelle_out_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- grid_ub:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 1500
- observed_range:
- - 1108.8
- - 1190.0
- tower_base_cab_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 9.4
- - 32.3
- pitch_bat_temp_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 23.0
- mid_spd_shaft_nde_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 5.2
- - 65.02
- gen_spd:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 2500
- observed_range:
- - 0
- - 1849.48
- gb_in_oil_prs:
- raw_unit: bar (p50=1.8; 负小值=零漂)
- valid_range:
- - -5
- - 25
- observed_range:
- - -4.0
- - 3.99
- rotor_spd:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 15
- observed_range:
- - 0
- - 9.98
- vendor_wtg_sts:
- role: status
- note: '位掩码/枚举 (无官方代码表; goem 交叉推断: vendor_wtg_sts 1=发电/9=低风待机/5,6=停机族; scada 0/2=运行发电,1=停机; fault_sts 位掩码 0=无故障)'
- observed_range:
- - 1.0
- - 9.0
- actual_torque:
- raw_unit: Nm (gen侧; 验算 35750Nm×175rad/s≈6.25MW)
- valid_range:
- - -2000
- - 45000
- observed_range:
- - 0
- - 35725.52
- gen_brg_temp_4:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- pitch_ang_act_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -5
- - 95
- observed_range:
- - -5.74
- - 94.94
- note: 真三叶 IPC (全场60/60台发电中极差p95>1°, 中位2.86°) — P赛道数据源核
- pitch_cab_temp_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 5.0
- - 24.0
- tower_fb_vib:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -10
- - 10
- observed_range:
- - 0
- - 2.78
- stator_wind_temp_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 160
- observed_range:
- - 4.0
- - 120.4
- pitch_motor_cur_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -5
- - 300
- observed_range:
- - 0
- - 30.13
- grid_ib:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 8000
- observed_range:
- - 0
- - 3280.0
- nacelle_in_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 5.14
- - 30.5
- main_brg_temp_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- main_shaft_spd:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 15
- observed_range:
- - 0
- - 10.12
- pitch_bat_temp_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 5.14
- - 23.26
- grid_uc:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 1500
- observed_range:
- - 1115.5
- - 1186.9
- tower_base_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - -0.96
- - 847.5
- sentinel:
- - 847.5
- note: 847.5=哨兵/坏块(p99被其污染), range闸+sentinel双杀
- main_brg_temp_1:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 4.6
- - 38.7
- note: 唯一活主轴承温 (temp_2 全NaN/temp_3 全零) — 双通道互证不可行 (REFUTE案先验); 30MpvF6O=探头加性偏置案
- mid_spd_shaft_de_temp:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 5.3
- - 65.6
- grid_freq:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 45
- - 55
- observed_range:
- - 49.95
- - 50.05
- yaw_ang:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -756.28
- - 807.76
- observed_range:
- - -503.52
- - 537.84
- gen_brg_temp_3:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -45
- - 130
- observed_range:
- - 0
- - 1
- note: 全场死列 (goem 实证), 清洗保留列位但值全NaN化
- dead_channel: true
- nacelle_pos:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -1440
- - 1440
- observed_range:
- - -662.74
- - 611.06
- note: 累计机舱位置(±662°观测, 含解缆圈数) — 非0-360方位; 方位角=yaw_ang
- pitch_motor_cur_2:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -5
- - 300
- observed_range:
- - 0
- - 52.1
- tower_lr_vib:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - -10
- - 10
- observed_range:
- - 0
- - 2.78
- grid_ia:
- raw_unit: SI/工程单位(英文canonical列名)
- valid_range:
- - 0
- - 8000
- observed_range:
- - 0
- - 3320.0
- turbine_idx:
- role: machine_id
- valid_range:
- - 0
- - 63
- observed_range:
- - 0
- - 63
- note: '装配注入: hash台名字典序索引; machine_col 用本列 (字符串hash列会被population断言误报)'
- section_note: 1-min 原生高频层 (60s 实测); canonical section 集无 turbine_1min → 按"高频原生层"归 turbine_sec, sampling_s=60 载真值
|