🪐 Exoplanet Perturbation Detection Framework

TOI-1234: Multi-Planet System Discovery

Automated Detection of Orbital Perturbations via Residual Tracking

TESS Candidate → RV Confirmation → Perturbation Analysis

System Configuration: TOI-1234

TESS Observations: 127 transits

RV Measurements: 45 epochs

Current RMS Residual: 4.8 m/s

Expected Photon Noise: 2.1 m/s

Curiosity Threshold (RMS): 2.0 m/s

Consensus Threshold (Z): 0.85

Science Question: TESS detected a single transiting planet (P=8.4d, R=2.1 R⊕). Initial RV follow-up confirms the signal, but residuals remain high (4.8 m/s) despite good Keplerian fit convergence. Is there an outer companion inducing perturbations?

Observation Epoch: 0

Perturbation Signal Detection

Excess RMS (above photon noise):

threshold (2.0)
0.0 m/s
Fitting Keplerian Orbit (Single Planet Model)

RV RMS Residual

4.8

RMS decreases as Keplerian fit improves, but plateaus due to unmodeled companion.

Orbital Parameters (Dissipative Learning)

Observation History

Epoch Avg Z RMS (m/s) Excess RMS Status