Build a Solar Farm Water Pipeline Leak and Wash Outage Coordinator

Correlate hydraulic pressure telemetry across utility-scale solar demineralized water distribution mains. Formulate isolation valving plans to contain pipe leaks without disrupting automated cleaning robot water stations.

Solar plant balance-of-plant technicians and water distribution maintenance engineers

Ingest ultrasonic flowmeter and pressure sensor telemetry across the solar field cleaning water pipeline.

Isolate pipe bursts and locate low-pressure wash nodes using WNTR hydraulic simulation routines.

Reroute water flows across secondary loops to maintain pressure at automated robot refill docks.

Compile a valve isolation work ticket and wash reschedule plan for operations team verification.

Solar field pipeline network map displaying pressure heatmaps, burst locations, and cleaning robot refill status.

WNTR synthetic rural distribution network files configured to match a 500MW solar plant demineralized water grid. Starter examples below are synthetic. They are not downloaded records.

Water Network Tool for Resilience Uses WNTR network models to simulate pipe bursts, leak discharges, and pressure-dependent delivery across wash lines.

semantic-kernel, pydantic-ai, wntr, pandas. semantic-kernel orchestrates complex enterprise telemetry analysis plugins and generates structured action plans. Hosted LLM API capable of executing semantic kernel functions and generating clear operational steps.

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.

Detects and localizes pipeline bursts using nodal pressure drops simulated in WNTR.

Identifies boundary isolation valves required to seal off the damaged pipeline segment.

Calculates residual pressure at solar panel washing robot docking stations to confirm refill viability.

Requires maintenance superintendent confirmation before issuing physical field isolation tickets.

```json [ { "input": { "pipe_id": "W-MAIN-14", "measured_flow_lps": 85, "expected_flow_lps": 40, "measured_pressure_bar": 1.2, "downstream_refill_docks": [ "DOCK-01", "DOCK-02" ] }, "expected_output": { "burst_detected": true, "leak_discharge_est_lps": 45, "valves_to_close": [ "VALVE-28", "VALVE-29" ], "docks_operational_via_loop": [ "DOCK-01" ], "docks_starved": [ "DOCK-02" ], "action_order": "Isolate W-MAIN-14; reroute DOCK-02 cleaning robot to DOCK-01." } }, { "input": { "pipe_id": "W-MAIN-08", "measured_flow_lps": 38, "expected_flow_lps": 37.5, "measured_pressure_bar": 3.8, "downstream_refill_docks": [ "DOCK-03" ] }, "expected_output": { "burst_detected": false, "leak_discharge_est_lps": 0.5, "valves_to_close": [], "docks_operational_via_loop": [ "DOCK-03" ], "docks_starved": [], "action_order": "Normal operation; flow and pressure within tolerance." } } ] ```

Simulation of hydraulic isolation only; physical valve operations require lockout-tagout protocol verification on site. Use mock external writes. Require human review before any real deployment.