Load state discrimination method and discrimination system driven by telemetering original data

Abstract

The invention discloses a load single-machine equipment state discrimination method driven by telemetering original data. The method comprises the following steps: receiving telemetering original datadownloaded by a satellite; according to a telemetering parameter configuration file, extracting subpackage telemetering data corresponding to the load single-machine equipment from the telemetering original data; inputting the subpackage telemetering data into a pre-trained load single-machine equipment discrimination model to obtain a load single-machine equipment state result; the load stand-alone equipment discrimination model comprising a telemetry parameter formatting processing module, an outlier elimination module and a load stand-alone equipment discrimination module. The telemeteringparameter formatting processing module is used for formatting subpackage telemetering data according to a processing strategy to obtain telemetering parameter formatted data; the outlier eliminationmodule is used for eliminating outliers in the telemetry parameter formatted data; and the load stand-alone equipment discrimination module is used for outputting a load stand-alone equipment state result according to the remote measurement parameter formatted data.

Description

technical field [0001] The invention relates to the application fields of satellite management and control, instrument monitoring and the like. In particular, the invention relates to a method and a system for discriminating the state of a load stand-alone device driven by telemetry raw data. Background technique [0002] Telemetry parameter data is the only basis for experts, scholars and spacecraft ground operations management personnel to understand the on-orbit status of spacecraft instruments. The status identification of on-orbit instruments and equipment is an important work link in the process of spacecraft mission operation control and supervision. On the one hand, compared with the conventional sub-systems of spacecraft platforms, the payload equipment and instruments are more personalized, sophisticated, and complex according to the tasks; The function design is complex, the format of the downlink telemetry parameter is diverse, and the dimension of the telemetry...

AI Technical Summary

Problems solved by technology

At present, experts and scholars at home and abroad have done in-depth research on telemetry parameters through spacecraft platform status monitoring, equipment parameter interpretation and fault interpretation, and have achieved some results, but there is a lack of telemetry raw data discrimination for the status of various mission load stand-alone equipment. Study on Analysis of Learning Methods

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