{ "schemaVersion": "1.0", "id": "lp-ft-001", "title": "Inside a Flight Test: a climb, a level-off and one discrepancy to explain", "label": "Synthetic educational data", "provenance": { "author": "LloydPilot (lloydpilot.com)", "authored": "2026-09-07", "generator": { "name": "scripts/gen-lab-dataset.mjs", "version": "1.0.0", "prng": "mulberry32", "seed": 20260901 }, "kind": "Synthetic educational data", "statement": "An authored teaching scenario generated by code from a seeded random-number generator. Every channel, including the \"measured\" ones, is synthetic.", "isNot": [ "a flight by Lloyd or by anyone", "NASA telemetry or NASA flight-test data", "real-time aircraft data", "a certified performance model", "a validated digital twin of any aircraft" ], "valuesNote": "The numbers are generic research-scenario values chosen to be readable in a six-minute exercise. They are not Learjet 24 or N24SA parameters and must not be read as limits, performance figures or procedures.", "inspiredBy": "The method of comparing observed flight data with model predictions, as NASA describes for the X-59 (see /lab/research-brief). No NASA data, model or code beyond the Open MCT visualisation software is used." }, "time": { "epoch": "2026-09-01T14:00:00Z", "stepSeconds": 1, "count": 361, "start": "2026-09-01T14:00:00Z", "end": "2026-09-01T14:06:00Z", "timezone": "UTC", "note": "Fixed synthetic epoch. These timestamps are not the time of any real flight." }, "channelClasses": { "measured": "Synthetic observations (what a sensor would report in this scenario).", "expected": "Synthetic prediction from a simple teaching model of this scenario.", "derived": "Computed by code from the other channels; the formula is stored with the channel.", "simulated": "Not used in this dataset; reserved for channels produced by a separate simulation." }, "thresholds": { "egtDeltaC": 30, "ffDeltaPct": 4, "note": "Review thresholds for this exercise only; they are not operating limits." }, "comparisons": [ { "id": "egt-left", "label": "EGT left", "engine": "left", "observed": "egt_l", "expected": "egt_l_exp", "unit": "°C", "threshold": 30, "thresholdKind": "absolute" }, { "id": "egt-right", "label": "EGT right", "engine": "right", "observed": "egt_r", "expected": "egt_r_exp", "unit": "°C", "threshold": 30, "thresholdKind": "absolute" }, { "id": "ff-left", "label": "Fuel flow left", "engine": "left", "observed": "ff_l", "expected": "ff_l_exp", "unit": "lb/h", "threshold": 4, "thresholdKind": "percent" }, { "id": "ff-right", "label": "Fuel flow right", "engine": "right", "observed": "ff_r", "expected": "ff_r_exp", "unit": "lb/h", "threshold": 4, "thresholdKind": "percent" } ], "channels": [ { "id": "alt_press", "name": "Pressure altitude", "unit": "ft", "class": "measured", "decimals": 0, "group": "flight", "componentIds": [ "cockpit" ] }, { "id": "ias", "name": "Indicated airspeed", "unit": "kt", "class": "measured", "decimals": 1, "group": "flight", "componentIds": [ "cockpit" ] }, { "id": "pitch", "name": "Pitch attitude", "unit": "°", "class": "measured", "decimals": 1, "group": "flight", "componentIds": [ "left-elevator", "right-elevator" ] }, { "id": "n1_l", "name": "N₁ left", "unit": "%", "class": "measured", "decimals": 1, "group": "engine-left", "componentIds": [ "left-engine-core", "engine-instruments" ] }, { "id": "n1_r", "name": "N₁ right", "unit": "%", "class": "measured", "decimals": 1, "group": "engine-right", "componentIds": [ "right-engine-core", "engine-instruments" ] }, { "id": "egt_l", "name": "EGT left (observed)", "unit": "°C", "class": "measured", "decimals": 0, "group": "engine-left", "componentIds": [ "left-exhaust", "engine-instruments" ] }, { "id": "egt_r", "name": "EGT right (observed)", "unit": "°C", "class": "measured", "decimals": 0, "group": "engine-right", "componentIds": [ "right-exhaust", "engine-instruments" ] }, { "id": "ff_l", "name": "Fuel flow left (observed)", "unit": "lb/h", "class": "measured", "decimals": 0, "group": "engine-left", "componentIds": [ "engine-fuel-controls", "left-engine-core" ] }, { "id": "ff_r", "name": "Fuel flow right (observed)", "unit": "lb/h", "class": "measured", "decimals": 0, "group": "engine-right", "componentIds": [ "engine-fuel-controls", "right-engine-core" ] }, { "id": "cabin_alt", "name": "Cabin altitude", "unit": "ft", "class": "measured", "decimals": 0, "group": "cabin", "componentIds": [ "cabin-pressure-controls", "outflow-valve" ] }, { "id": "egt_l_exp", "name": "EGT left (expected)", "unit": "°C", "class": "expected", "decimals": 0, "group": "engine-left", "componentIds": [ "left-engine-core" ], "model": "egt-model-v1" }, { "id": "egt_r_exp", "name": "EGT right (expected)", "unit": "°C", "class": "expected", "decimals": 0, "group": "engine-right", "componentIds": [ "right-engine-core" ], "model": "egt-model-v1" }, { "id": "ff_l_exp", "name": "Fuel flow left (expected)", "unit": "lb/h", "class": "expected", "decimals": 0, "group": "engine-left", "componentIds": [ "left-engine-core" ], "model": "ff-model-v1" }, { "id": "ff_r_exp", "name": "Fuel flow right (expected)", "unit": "lb/h", "class": "expected", "decimals": 0, "group": "engine-right", "componentIds": [ "right-engine-core" ], "model": "ff-model-v1" }, { "id": "egt_l_delta", "name": "EGT left: observed − expected", "unit": "°C", "class": "derived", "decimals": 0, "group": "engine-left", "componentIds": [], "formula": "egt_l - egt_l_exp" }, { "id": "egt_r_delta", "name": "EGT right: observed − expected", "unit": "°C", "class": "derived", "decimals": 0, "group": "engine-right", "componentIds": [], "formula": "egt_r - egt_r_exp" }, { "id": "egt_split", "name": "EGT split (right − left)", "unit": "°C", "class": "derived", "decimals": 0, "group": "engine-compare", "componentIds": [], "formula": "egt_r - egt_l" }, { "id": "vs", "name": "Vertical speed (from altitude)", "unit": "ft/min", "class": "derived", "decimals": 0, "group": "flight", "componentIds": [], "formula": "(alt_press[t] - alt_press[t-1]) * 60" } ], "timestamps": [ "2026-09-01T14:00:00Z", "2026-09-01T14:00:01Z", "2026-09-01T14:00:02Z", "2026-09-01T14:00:03Z", "2026-09-01T14:00:04Z", "2026-09-01T14:00:05Z", "2026-09-01T14:00:06Z", "2026-09-01T14:00:07Z", "2026-09-01T14:00:08Z", "2026-09-01T14:00:09Z", "2026-09-01T14:00:10Z", "2026-09-01T14:00:11Z", "2026-09-01T14:00:12Z", "2026-09-01T14:00:13Z", 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300, 420, 180, 600, 420, 120, 240, 120, 540, 60, 300, 120, 120, 180, 480, -120, 240, 180, 360, 0, 300, 360, 60, 180, 120, 240, 60, 480, 120, 240, 120, 300, 180, 120, 420, 60, 240, 60, 180, 240, 60, 120, 240, 600, -60, 480, -120, 360, 120, 120, 300, 240, 240, 420, -60, 180, 180, 180, 60, 480, 180, 180, 60, 240, 180, 180, 0, 480, 180, 120, 120, 360, 180, 120, 120, 120, 480, 0, 240, 420, 60, 120, 300, 180, 420, 60, 180, 180, 240, 180, 120, 300, 240, 240, -120, 420, 0, 180, 240, 240, 300, 180, 120, 60 ] }, "events": [ { "id": "thrust-up", "t": 40, "label": "Thrust levers advanced for the climb", "description": "Both thrust levers move forward together. N₁ rises on both engines with the same lag, and exhaust gas temperature and fuel flow follow it, as the expected-value model predicts.", "componentIds": [ "thrust-levers", "left-engine-core", "right-engine-core", "engine-instruments" ], "primaryComponentId": "thrust-levers", "window": { "start": 20, "end": 90, "startTime": "2026-09-01T14:00:20Z", "endTime": "2026-09-01T14:01:30Z" }, "hypotheses": [ { "id": "normal", "text": "Normal response: both engines follow the lever movement and the expected model." }, { "id": "lag", "text": "One engine accelerates noticeably later than the other." }, { "id": "over", "text": "One engine overshoots its expected fuel flow." } ], "time": "2026-09-01T14:00:40Z" }, { "id": "climb-start", "t": 60, "label": "Climb begins", "description": "Pitch attitude increases to the climb attitude and the altitude trace starts rising. Indicated airspeed drifts down slowly during the climb, which is what a constant-attitude climb looks like in this scenario.", "componentIds": [ "left-elevator", "right-elevator", "control-columns", "horizontal-stabilizer" ], "primaryComponentId": "left-elevator", "window": { "start": 40, "end": 140, "startTime": "2026-09-01T14:00:40Z", "endTime": "2026-09-01T14:02:20Z" }, "hypotheses": [ { "id": "normal", "text": "Normal: pitch, vertical speed and airspeed change together as expected for the climb." }, { "id": "pitch-ias", "text": "Airspeed falls faster than the pitch change alone would explain." } ], "time": "2026-09-01T14:01:00Z" }, { "id": "egt-diverge", "t": 200, "label": "Right EGT starts to leave its expected value", "description": "From about here the right exhaust gas temperature reads progressively higher than the expected model, while the left engine keeps tracking its own expected value. This is the event to explain.", "componentIds": [ "right-exhaust", "right-engine-core", "engine-instruments", "engine-fuel-controls" ], "primaryComponentId": "right-exhaust", "window": { "start": 170, "end": 360, "startTime": "2026-09-01T14:02:50Z", "endTime": "2026-09-01T14:06:00Z" }, "hypotheses": [ { "id": "hot-engine", "text": "The right engine really is running hotter (a hot-section problem)." }, { "id": "indication", "text": "The right EGT indication is wrong: probe, wiring or gauge drift, and the engine is fine." }, { "id": "fuel-schedule", "text": "The right fuel control is scheduling more fuel than the left one." }, { "id": "model", "text": "The expected-value model is wrong at this altitude, and both engines are fine." } ], "time": "2026-09-01T14:03:20Z" }, { "id": "level-off", "t": 250, "label": "Level-off and thrust reduction", "description": "Pitch attitude comes back down, altitude flattens out, and both thrust levers are brought back. N₁, fuel flow and the left EGT step down together. Watch what the right EGT discrepancy does when the power changes.", "componentIds": [ "thrust-levers", "left-engine-core", "right-engine-core", "left-elevator", "right-elevator" ], "primaryComponentId": "thrust-levers", "window": { "start": 230, "end": 300, "startTime": "2026-09-01T14:03:50Z", "endTime": "2026-09-01T14:05:00Z" }, "hypotheses": [ { "id": "normal", "text": "Normal: both engines step down together with the levers." }, { "id": "asym", "text": "The engines respond asymmetrically to the reduction." } ], "time": "2026-09-01T14:04:10Z" }, { "id": "review-threshold", "t": 290, "label": "Right EGT discrepancy passes the review threshold", "description": "Around here the difference between the observed and expected right EGT passes the scenario’s 30 °C review threshold. The summary panel computes the exact first sample for the window you have chosen.", "componentIds": [ "engine-instruments", "right-exhaust" ], "primaryComponentId": "engine-instruments", "window": { "start": 260, "end": 360, "startTime": "2026-09-01T14:04:20Z", "endTime": "2026-09-01T14:06:00Z" }, "hypotheses": [ { "id": "hot-engine", "text": "The right engine really is running hotter." }, { "id": "indication", "text": "The indication has drifted; the engine has not changed." } ], "time": "2026-09-01T14:04:50Z" }, { "id": "cabin-settle", "t": 300, "label": "Cabin altitude settles", "description": "During the climb the cabin altitude rose much more slowly than the aircraft; once level, the outflow valve holds it steady. Cabin pressurisation is included as a reminder that a flight-test dataset is more than the engines.", "componentIds": [ "outflow-valve", "cabin-pressure-controls", "bleed-air-supply", "cabin-shell" ], "primaryComponentId": "outflow-valve", "window": { "start": 60, "end": 360, "startTime": "2026-09-01T14:01:00Z", "endTime": "2026-09-01T14:06:00Z" }, "hypotheses": [ { "id": "normal", "text": "Normal: cabin altitude follows the schedule and holds once level." }, { "id": "leak", "text": "Cabin altitude keeps climbing after level-off." } ], "time": "2026-09-01T14:05:00Z" } ], "components": { "aircraft": "lear-24xr", "route": "/atlas/lear-24xr", "note": "Assembly ids from the Aircraft Atlas pack for Lloyd’s Lear 24XR: the components a channel or event is about, so the assembly view can show them. The dataset values are not this airplane’s.", "referenced": [ { "id": "bleed-air-supply", "name": "Bleed-air supply (schematic)", "systemId": "cabin-environment" }, { "id": "cabin-pressure-controls", "name": "Cabin pressure instruments & controller (schematic)", "systemId": "cabin-environment" }, { "id": "cabin-shell", "name": "Cabin shell (pressure cabin)", "systemId": "structure" }, { "id": "cockpit", "name": "Cockpit & windshield", "systemId": "structure" }, { "id": "control-columns", "name": "Control wheels & columns", "systemId": "flight-controls" }, { "id": "engine-fuel-controls", "name": "Engine-driven pumps & fuel controls (schematic)", "systemId": "fuel" }, { "id": "engine-instruments", "name": "Engine instruments", "systemId": "propulsion" }, { "id": "horizontal-stabilizer", "name": "Horizontal stabilizer (T-tail)", "systemId": "structure" }, { "id": "left-elevator", "name": "Left elevator", "systemId": "flight-controls" }, { "id": "left-engine-core", "name": "Left engine (turbojet core)", "systemId": "propulsion" }, { "id": "left-exhaust", "name": "Left exhaust nozzle", "systemId": "propulsion" }, { "id": "outflow-valve", "name": "Outflow valve (schematic)", "systemId": "cabin-environment" }, { "id": "right-elevator", "name": "Right elevator", "systemId": "flight-controls" }, { "id": "right-engine-core", "name": "Right engine (turbojet core)", "systemId": "propulsion" }, { "id": "right-exhaust", "name": "Right exhaust nozzle", "systemId": "propulsion" }, { "id": "thrust-levers", "name": "Thrust levers", "systemId": "propulsion" } ] } }