NATRO
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DATASET::ADAPT // NASA AMES // MULTIVARIATE TESTBED TELEMETRY

NASA ADAPT

Controlled aerospace testbed rather than operational spacecraft telemetry; valuable because physical faults can be introduced deliberately.

RESEARCH ROLEControlled system and sensing fault experiments
OBSERVATION UNITElectrical power-system sensor sample
SCALE128 sensors · 2 Hz acquisition
MISSION / SOURCE CONTEXT

NASA Ames

No spacecraft image is assigned to this public inspector because the present dataset evidence does not support a single unambiguous mission image. NATRO does not substitute illustrative imagery where the benchmark or testbed identity is broader than one spacecraft.

DATASET CONTENT
sensor_channeltelemetry

Physical measurement channel from the aerospace electrical-power testbed.

sensor_valuenumeric

Observed electrical or component-state measurement.

timetimestamp

Experiment-relative observation time.

fault_conditionexperiment label

Controlled physical fault or altered operating condition.

experiment_runprovenance

Run identifier supporting controlled system-vs-observation experiments.

ON-SCREEN SAMPLE

Inspect the data NATRO can expose publicly

Sensors128
Sampling2 Hz
Text archive files16
MATLAB archive files16
Diagram archive files31
Experiment log sheets3
QUALITY + INTEGRITY

Research audit checks

Experiment log parsedYES
PASS
Source resources verified5
PASS
Text profiles inspected16
PASS
Operational spacecraft feedNO
INFO
PROVENANCE

Verified source files and integrity fingerprints

PUBLIC EVIDENCE
FILE
dataset_text.zip
234,841 B
INTEGRITY746f94a7242c02c502126f2e5269e6a72a81f790cd39ce33543ef76c68f7ce78
FILE
dataset_matlab.zip
261,313 B
INTEGRITY9f78f52682c8f99ef8489c15d1d8b5370d3a6f9b113255cd1f2c1e8f00e1a034
FILE
Experiment_Log.xls
23,040 B
INTEGRITY28db2a1ba15d19aa6f6009e3245afd9cfb244e45c07f63fc5c21d7d49461ee84
REPRODUCIBILITY

Audit lineage

Repository
ol-s-cloud/nasa-research
Workflow
NATRO by OL-S-cloud Data Status Registry
Workflow run
34081441014
Research commit
54d4cb1881d4037bc57950d60d5ca241a4fb698d
Authenticated
2026-09-07T04:00:32.128515+00:00
INTERPRETATION BOUNDARY

How the dataset may be used scientifically

Controlled aerospace electrical-power testbed with physical fault insertion; not operational spacecraft telemetry.

NATRO treats accessibility, integrity, schema recovery, cohort construction and experimental evidence as separate scientific states. A recovered field is evidence of data structure; it is not evidence of a spacecraft fault or a model result.
OTHER DATASETS
Telemanom — NASA SMAP / MSLNASA / JPL

Labeled reproducibility benchmark

VIEW DATASET →ICESat-2 ATL02 Version 7NASA / NSIDC DAAC

Current heterogeneous orbital telemetry

VIEW DATASET →Mars 2020 MEDANASA / PDS

Extreme-environment multisensor and quality-aware data

VIEW DATASET →ESA-ADB v2European Space Agency

Independent operational validation

VIEW DATASET →
ROLE IN NATRO

Reliability-aware spacecraft health inference under degraded multivariate telemetry

The study separates physical-system state from observation quality. Each dataset contributes a different form of evidence: controlled faults, labelled historical anomalies, current operational telemetry, extreme-environment multisensor observations, or independent ESA validation.

READ THE PUBLIC RESEARCH FRAME + EQUATIONS →QUERY THIS DATASET AS JSON →