Measured datasets from external sources
Source-specific observations are not new GFIS field telemetry. Target units, methane/total-biogas distinction and sampling cadence must travel with every result.
Dataset provenance (external website, new tab)EVIDENCE / PROVENANCE / LIMITATIONS
Know what the
evidence can support.
Use the technical platform to inspect the work. Use this gateway to decide what evidence a prospective partnership would still need.
Persistence · XGBoost · LSTM
Recorded chronological comparisons and epochs are evidence of past experiments—not continuous training or universal plant performance.
Model study (external website, new tab)Inspectable simulation
A synthetic 48-hour trajectory advances simulated time. Its methane/stability curves do not become laboratory or plant observations.
Industrial scenario tool (external website, new tab)Measurement and operator study
Site permissions, calibration, observations and evaluation against a baseline remain prospective field steps.
Retained pilot protocol