AELAS: Agentic Emergency Landing Autonomy System: software and synthetic scenario dataset (v1.0.0)

Abstract

Research software and dataset accompanying the manuscript "Transition to Autonomous Emergency Landing after Cockpit Takeover or Crew Incapacitation: Agentic Artificial Intelligence with Runtime Assurance and an FZ1073-Anchored Scenario Dataset". The package contains a Python simulator (3-DOF point-mass model of a B737-class aircraft, navigation-error model, six-channel transition detector with bounded-influence fusion and an extreme-value-calibrated threshold, and an agentic planner whose routes are executed through a deterministic runtime-assurance monitor), experiment scripts, unit tests, generated results, and the manuscript sources. The dataset comprises 553,500 synthetic feature windows (E1), 1,500 paired synthetic landing scenarios with per-scenario outcomes and 3-s time series (E2), and decision and runtime-assurance logs. Real evidence is limited to source-attributed FZ1073 event annotations and an audit of a public flight record. The raw Flightradar24 CSV is not redistributed. All quantitative results are simulation outputs on synthetic episodes. They do not describe what happened on board flydubai flight FZ1073. This is research software, not avionics, and must not be used for operational purposes. Ключові слова (Keywords)autonomous emergency landing; runtime assurance; agentic artificial intelligence; crew incapacitation; cockpit takeover; ADS-B; synthetic dataset; extreme value theory; avionics Опис файлів (File descriptions) AELAS_software_and_dataset_1_of_2.zip: Source code (aelas/ package, experiments, tests, figure scripts), documentation (README, DATA_DICTIONARY, OPTIMIZATION, COMPACT_PACKAGE), small datasets (E2 scenarios, worlds, agent decisions, RTA rejections, E2 time series, FZ1073 anchors and annotations, manifest), results (E1/E2/E3 outputs, summary.json, outcome and sensitivity CSVs), and manuscript sources. Extract together with part 2 into the same folder. AELAS_software_and_dataset_2_of_2.zip: e1_windows.parquet, 553,500 synthetic feature windows for the E1 transition-detection experiments (vertical speed, altitude, track and ground-speed statistics, with split, family and label columns). Extract into the same folder as part 1 so that it lands in aelas/data/