Facility monitoring - A qualitative theory for sensor fusion

Author:

Figueroa Fernando1,Solano Wanda1

Affiliation:

1. NASA, Stennis Space Center, Bay Saint Louis, MS

Publisher

American Institute of Aeronautics and Astronautics

Reference29 articles.

1. The proposed architecture is shown in Fig. 2.11At the lowest level, we have a distributed network of HAS's which have knowledge of the process model in which they partake. Each HAS detects normal and abnormal behaviors of itself and its measurand/environment using information in its own domain. It also provides necessary information for sensor fusion to both the lower HAS-level and the middle process-level. The lower HAS-Level sensor fusion aims at verifying whether the sensor works well independent of other sensors and provides reasonable behavior interpretations for the sensor and measurand. This is primarily a function of the HAS model. The HAS-Bus-Level (Process-Level) sensor fusion aims at combining higher-level qualitative information from all HASs in the Sensor Bus associated with the same process. This operation further improves the interpretations of behaviors of each sensor and measurand. A final Process-Bus-Level fusion combines qualitative information linking associated processes. Again, this information further improves interpretation of behaviors of the sensors and measurand. It is noted that improving interpretations implies learning at the sensor and process levels and updating knowledge bases. The overall network should evolve, as

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3