1 November 1992 Automated system trend monitoring based on time series analysis
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Proceedings Volume 1825, Intelligent Robots and Computer Vision XI: Algorithms, Techniques, and Active Vision; (1992); doi: 10.1117/12.131543
Event: Applications in Optical Science and Engineering, 1992, Boston, MA, United States
Abstract
Trend monitoring is an important task performed by flight controllers in support of space missions. Effective means of trend monitoring enable the forecast of future problems with a system or subsystem prior to their actual occurrence. For future space missions, automated approaches to trend monitoring are essential in order to provide for cost effectiveness and system maintainability and reliability. In this paper, a prototype is introduced which shows promise as an aid to trend monitoring. The approach is based upon concepts from the field of time series analysis.
© (1992) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Scott A. Starks, Jaime L. Mercado, "Automated system trend monitoring based on time series analysis", Proc. SPIE 1825, Intelligent Robots and Computer Vision XI: Algorithms, Techniques, and Active Vision, (1 November 1992); doi: 10.1117/12.131543; https://doi.org/10.1117/12.131543
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KEYWORDS
Sensors

Autoregressive models

Stochastic processes

Time series analysis

Space operations

Control systems

Computer vision technology

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