Estimating four electric-motor temperatures

Version: 2026-09-21

The supplied model uses a prepared table of 175 operating records, with 35 in its test report. It is not trained on the full high-frequency public dataset. Session identifiers in the accompanying CSV make a session-level evaluation possible, but the saved split is by record.

Thirty-five test records provide limited evidence for a thermal model. Hold out complete sessions or machines and test transient regimes separately. This static estimator is a component for investigation, not a validated dynamic twin, controller or thermal protection system.

Open the .nd project in Neural Designer. Its embedded data, parameters, saved sample roles and task report are preserved. If the original CSV path is unavailable, select the CSV included here. The source CSV may include unused columns; the embedded project defines the exact modelling schema.

The charts/ directory contains standalone HTML exported with the application chart builder. The schema and test-metrics files identify the exact inputs, outputs, evidence and source hash.

Dataset source: https://www.kaggle.com/wkirgsn/electric-motor-temperature
Retain the source attribution and its applicable dataset terms.

The original HTML expression is included unchanged. native-model.js contains the same mathematical functions extracted from it.
