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Iaiops renewables

Skill industrial-aiops/industrial-aiops/skills/iaiops-renewables

Install
npx -y skills add industrial-aiops/industrial-aiops --skill iaiops-renewables

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Renewables edition of iaiops — solar PV plants and wind farms: PV inverters / string combiners and wind-turbine controllers over Modbus (SUN2000 / Growatt / generic wind-turbine templates), plant SCADA over OPC-UA, and MQTT-Sparkplug telemetry, plus the cross-protocol brain (PdM, downtime, OEE, alarm) and a renewables signature tool pv_performance (underperforming-string detection). Use when the task mentions solar / 光伏 / PV / photovoltaic, inverter / 逆变器 / 组串 / string / combiner, irradiance / 辐照 / POA, wind / 风电 / turbine / 风机 / nacelle / pitch / yaw, plant SCADA, performance ratio, soiling / 积灰 / shading / 遮挡, or 电站. Read-first; this edition's tool surface is read-only.

SKILL.md

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iaiops-renewables — 光伏 / 风电 edition（Modbus + OPC-UA + Sparkplug + 脑）

启动：IAIOPS_MCP=renewables / iaiops-mcp-renewables（= modbus + opcua + sparkplug

  • 脑；等价 IAIOPS_MCP=modbus,opcua,sparkplug）。典型现场：逆变器/组串汇流箱、风机控制器 走 Modbus,全站 SCADA 走 OPC-UA,遥测经 MQTT-Sparkplug。语义层已含 irradiance / wind_speed / rotor_speed / pitch / yaw / state_of_charge 等可再生类别(opcua_discover_tags 自动归类)。

工具

可再生专属（edition 工具;仅随 renewables edition 加载,不进全局脑）

  • pv_performance — 组串/逆变器欠发检测:算各组串性能比(有 expected_w 用之,或 额定×辐照/1000,否则对全场中位数),低于阈值即 underperforming(积灰/遮挡/熔丝断/组件失效), ~0 功率为 offline。worst-first,每比值引用输入。纯分析,喂逆变器/汇流箱 Modbus 或站 SCADA。

Modbus-TCP / RTU（只读;逆变器、汇流箱、风机控制器、表计）

  • modbus_read_holding modbus_read_input modbus_read_coils modbus_read_discrete
  • modbus_detect_byte_order — 字节/字序自动探测
  • modbus_list_templates / modbus_apply_template — 厂商模板 → 命名 tag （可再生模板:huawei_sun2000_inverter、growatt_inverter、generic_wind_turbine;均 待核实）
  • modbus_health_summary — 寄存器 vs 阈值分类

OPC-UA（只读;全站 SCADA / PLC 网关）

  • opcua_server_info / opcua_browse / opcua_read_node / opcua_read_many
  • opcua_subscribe_sample opcua_read_alarms opcua_alarm_events(A&C 带时间戳) opcua_read_history(HDA)
  • opcua_diagnose_connection opcua_discover_tags opcua_health_summary opcua_anomaly_scan

MQTT-Sparkplug B（可选;电站遥测 / IoT 网关 UNS）

  • sparkplug_node_list sparkplug_subscribe_sample sparkplug_decode_payload
  • mqtt_read_topic mqtt_publish sparkplug_live_schema
  • uns_browse uns_topic_audit uns_schema_drift uns_live_audit uns_live_drift

跨协议脑（永远随 server 暴露）

  • 诊断：diagnose_dataflow downtime_root_cause downtime_root_cause_live downtime_triage learn_cause_weights rca_corpus_from_maintenance historian_health alarm_bad_actors tag_health subscription_health heartbeat_health alarm_flood_analysis alarm_cascade alarm_rationalization_worksheet
  • 预测维护：pdm_forecast —— 逆变器温升、风机轴承/齿轮箱趋势 + 到限时间
  • 数据质量：data_quality_scorecard data_quality_fleet_rollup
  • 分析：oee_compute downtime_events oee_multidim monitor_changes
  • 资产：asset_inventory cross_protocol_asset_model adopt_alias_map diff_alias_map
  • 基线：baseline_learn baseline_check baseline_record_change baseline_status
  • 合规/信创：compliance_mapping compliance_frameworks compliance_dengbao_levels compliance_report compliance_evidence_bundle historian_push export_data historian_query historian_coverage stream_publish stream_publish_event rca_narrate fleet_status fleet_incidents
  • 程序解读：plc_program_outline plc_program_xref plc_program_section plc_program_visibility
  • 元：protocols_supported

Workflows

  1. Doctor-first：protocols_supported → iaiops doctor → OPC-UA 先 opcua_diagnose_connection。
  2. 欠发排查：modbus_apply_template(huawei_sun2000_inverter) 读各组串功率(+辐照) → pv_performance 排欠发组串 → 结合 pdm_forecast 盯逆变器温升趋势。
  3. 停机/告警：downtime_triage;风机齿轮箱/轴承劣化用 pdm_forecast。
  4. 只读：本 edition 工具表面全只读(逆变器限功率/风机偏航不经本工具下发)。

支持版本矩阵（内部 HLD §8，设计文档不随本仓发布;待核实 不得当既成事实）

协议库(pin)规范/版本覆盖传输自测
Modbus-TCPpymodbus>=3.5,<4App 1.1b3;FC 1/2/3/4/5/6/15/16逆变器/汇流箱/风机/表计TCP/502✅
Modbus-RTUpymodbus>=3.5,<4 + pyserial>=3.5Modbus serial (RTU)串口从站/表计RS-485/serial✅ socat PTY;物理 RS-485 待核实
OPC-UAasyncua>=1.0,<2OPC UA 1.0x（DA+HA+AC 子集）全站 SCADA / PLC 网关opc.tcp✅ mock+HDA
MQTT-Sparkplug Bpaho-mqtt>=2.0,<3（extra）Sparkplug B 3.0电站遥测 / IoT 网关 UNSMQTT/1883/8883✅ broker mock

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