A reference architecture for satellite control systems

2019 ◽  
Vol 15 (2) ◽  
pp. 139-153
Author(s):  
Adair José Rohling ◽  
Valdemar Vicente Graciano Neto ◽  
Mauricio Gonçalves Vieira Ferreira ◽  
Walter Abrahão Dos Santos ◽  
Elisa Yumi Nakagawa
2012 ◽  
Vol 457-458 ◽  
pp. 1070-1076 ◽  
Author(s):  
Fei Yan ◽  
Ming Jian Li

Based on the traditional method of analytical redundancy fault diagnosis, the advanced machine learning technology is combined with the model-based fault diagnosis so as to form a new intelligent approach to the fault diagnosis for satellite control systems. The support vector regression technique in statistical learning theory is employed to model the control system with a little sampling data firstly. Then the feasibility of detecting and identifying faults for the satellite attitude control system with the Mahalanobis distance is analyzed in detail. Finally a set of fault-detection observers are designed and implemented based on the residual evaluation. The simulation result indicates that the diagnosing method proposed in this paper is characterized with light computation burden and good real-time performance.


2022 ◽  
Vol 41 (1) ◽  
pp. 6-13
Author(s):  
Ali Barari ◽  
Ryan Dion ◽  
Ian Jeffrey ◽  
Philip Ferguson

2021 ◽  
Vol 15 (2) ◽  
pp. 47-59
Author(s):  
Vladimir Komarov ◽  
Albert Sarafanov

In the context of digitalization of the most knowledge-intensive sectors of the domestic economy, the development of an industrial training system in the field of electronic instrumentation is of great importance. The key areas of its development with the use of information and communication technologies include the development and improvement of the technological basis for training and retraining of personnel in engineering educational programs. One of the elements of this basis is the service of multi-user remote access via the internet to a high-tech experimental equipment laboratory as a service based on internet of things (IoT) systems. Within the framework of this service, an urgent problem is to increase the functional saturation of automated stands/installations, which is currently characterized by a paucity of scientific research. The purpose of the research is to expand the areas of experimental research carried out in the mode of multiuser remote access based on specialized IoT systems. As a result, a method of multidisciplinary application of specialized IoT systems was developed. This consists of the technical implementation of possibilities for additional research: research into technologies underlying both multi-user distributed measuring and control systems and IoT systems in general; research into technologies used in their end-to-end computer-aided design; research into joint interaction of several geographically distributed automated stands/installations, implemented on the basis of a four level IoT reference architecture. A methodology for the design of multi-user distributed measuring and control systems as specialized IoT systems has also been developed, focused on solving multidisciplinary research problems in an interactive dialogue mode based on single sample of experimental equipment. The methodology mobilizes organizational, technical and methodological support for the process of creating such systems with specified target characteristics. In general, the method and methodology developed open up opportunities for systematically implementing the basic principles of the “Education 4.0” concept in the preparation and retraining of engineering personnel in the field of electronic instrumentation.


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