---
language:
  - en
license: mit
pretty_name: Aviation Flight Control Phase-Space Baseline Modeling v0.1
dataset_name: aviation-flight-control-phase-space-baseline-modeling-v0.1
tags:
  - clarusc64
  - aviation
  - flight-control
  - fly-by-wire
  - predictive-maintenance
  - coherence
task_categories:
  - tabular-regression
  - time-series-forecasting
size_categories:
  - n<1K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.csv
      - split: test
        path: data/test.csv
---

What this dataset tests

Whether a system can model the normal control phase-space attractor
for fly-by-wire surface channels.

The target is phase-space geometry:
dispersion
hysteresis
overshoot
lag
energy efficiency.

Required outputs

- phase_space_coherence_index  
- baseline_dispersion_envelope  
- command_response_lag_profile  
- control_energy_efficiency  
- baseline_confidence  

Scoring conventions

- indices range 0 to 1  
- dispersion envelope is a low-high interval  
- lag profile is p50 and p95 in milliseconds  
- energy efficiency is a compact proxy for wasted actuator effort  

Use case

Layer one of Flight Control System Phase-Space Integrity Map.

Supports:
- early wear detection by attractor widening  
- fleet trend baselines across flight phases  
- downstream distortion and horizon mapping