Build a District Cooling Heat Exchanger Inspection Evidence Workspace

Compare supplied heat exchanger performance estimates with baseline values. Prepare inspection requests, evidence gaps, and bilingual review notes without claiming confirmed fouling or dispatching maintenance crews.

District Cooling Network Dispatcher

Import synthetic conductance estimates, measurement provenance, and fictional inspection thresholds.

Calculate percentage decline and flag missing or nonpositive baseline values.

Prepare inspection requests with possible alternative causes and missing evidence.

Export an engineer review packet with English-Arabic draft notes.

Substation comparison table with provenance links, decline charts, inspection requests, and review notes.

Create simplified synthetic records with supplied baseline and current UA estimates in kW/K. Do not infer estimates from incomplete temperature readings. Starter examples below are synthetic. They are not downloaded records.

EnergyPlus EnergyPlus provides a simulation integration reference. This application compares supplied estimates. DistrictCooling objects do not diagnose fouling.

ollama, pandas, fastapi. Ollama drafts local review notes. Deterministic code calculates decline and retains measurement provenance. Use a currently available local open-weight model for English-Arabic notes. Keep calculations deterministic.

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.

Computes decline as 100 times (baseline minus current) divided by baseline, rounded to one decimal place.

Flags decline strictly above the supplied fictional inspection threshold.

Rejects missing or nonpositive baseline values.

Never confirms fouling or dispatches cleaning.

```json [ { "input": { "substation_id": "SUB-01", "baseline_ua_kw_k": 350, "current_ua_kw_k": 280, "fictional_threshold_pct": 15, "provenance": "synthetic estimates" }, "expected_output": { "decline_percent": 20, "inspection_proposed": true, "fouling_status": "unverified", "approval_required": true } }, { "input": { "substation_id": "SUB-02", "baseline_ua_kw_k": 350, "current_ua_kw_k": 345, "fictional_threshold_pct": 15, "provenance": "synthetic estimates" }, "expected_output": { "decline_percent": 1.4, "inspection_proposed": false, "fouling_status": "unverified", "approval_required": true } } ] ```

Use synthetic estimates and proposed inspections. No confirmed diagnosis, chemical flushing advice, valve control, or crew dispatch. Use mock external writes. Require human review before any real deployment.