Build a Solar PV Tracker Wind and Heat Safety Dispatcher

Evaluate utility-scale solar tracker stow angles against high wind gusts and extreme ambient heat telemetry. Formulate proactive tracker positioning plans to prevent mechanical aero-elastic flutter and inverter thermal clipping.

Solar plant operations engineer

Ingest anemometer wind gust telemetry, ambient air temperatures, and pyranometer solar irradiance.

Calculate single-axis tracker sun angles and thermal clipping penalties using pvlib solar position routines.

Identify high-wind gusts triggering defensive stowing versus midday heat requiring module tilt offsets.

Generate a tracker command schedule and plant dispatch log for field control center review.

Plant weather and tracker status console highlighting wind threshold exceedances and stow triggers.

Synthetic weather sensor records formatted according to pvlib solar position and tracking model parameters. Starter examples below are synthetic. They are not downloaded records.

PVLib solar modeling Leverages pvlib solar position calculations and single-axis tracking algorithms to model panel orientation and power output.

dspy, pvlib, pydantic. Optimizes prompt strategies for synthesizing multi-sensor anomaly descriptions into concise operational dispatches. Local or hosted LLM with standard inference latency for compiling operational event logs.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Uses pvlib tracking functions to verify nominal solar tracker tilt angles.

Automatically commands defensive stow mode when wind gust forecasts exceed 18 m/s.

Assembles an operational dispatcher log requiring plant engineer sign-off before transmission.

```json [ { "input": { "tracker_block_id": "BLOCK-E-03", "wind_gust_ms": 21.4, "wind_sustained_ms": 14.2, "ambient_temp_c": 44, "nominal_tilt_deg": 35, "solar_zenith_deg": 22 }, "expected_output": { "action": "DEFENSIVE_STOW", "commanded_tilt_deg": 0, "reason": "WIND_GUST_EXCEEDS_18_MS", "projected_power_curtailment_pct": 24.5, "dispatch_clearance_required": true } }, { "input": { "tracker_block_id": "BLOCK-W-01", "wind_gust_ms": 8.1, "wind_sustained_ms": 5, "ambient_temp_c": 46.5, "nominal_tilt_deg": 15, "solar_zenith_deg": 18 }, "expected_output": { "action": "CONTINUE_TRACKING", "commanded_tilt_deg": 15, "reason": "NOMINAL_TRACKING_UNDER_THERMAL_SURVEILLANCE", "projected_power_curtailment_pct": 3.2, "dispatch_clearance_required": false } } ] ```

All tracker commands are simulated recommendations and do not bypass local PLC emergency wind trip relays. Use mock external writes. Require human review before any real deployment.