发明名称 |
Adaptive knowledge management system for vehicle trend monitoring, health management and preventive maintenance |
摘要 |
A method and an Adaptive Knowledge Management is provided. The Adaptive Knowledge Management System is used for assisting a user with decision making by providing real-time, on-line automated recommendations for actions in a monitored vehicle troubleshooting, performance trend monitoring, health management and preemptive maintenance domain diagnostics and prognostics. The system creates a Structured Knowledge Repository, constructed from models, historical data, and heuristics for organizing a model domain knowledge. It uses a plurality of Analytical and Machine Learning tools for capturing knowledge from data sources and populating cells of the Structured Knowledge Repository. A Mixed-Initiative Planning module is used for interpreting operation goals for the monitored vehicle and utilizing the Structure Knowledge Repository for developing recommendations for user decision making. A plurality of Mixed-initiative Decision Support tools use the feedback from the Mixed-initiative Planning module and query the Structured Knowledge Repository for incorporating the extracted knowledge and information into outputs dealing with current issues and contingencies.
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申请公布号 |
US6907416(B2) |
申请公布日期 |
2005.06.14 |
申请号 |
US20010874074 |
申请日期 |
2001.06.04 |
申请人 |
HONEYWELL INTERNATIONAL INC. |
发明人 |
TASOOJI AMANEH;HAIGH KAREN Z.;REISING DAL VERNON C. |
分类号 |
G05B23/02;G06N5/02;G06N5/04;(IPC1-7):G06F15/18 |
主分类号 |
G05B23/02 |
代理机构 |
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主权项 |
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地址 |
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