发明名称 |
FUZZY INFERENCE APPARATUS AND METHODS, SYSTEMS AND APPARATUSES USING SUCH INFERENCE APPARATUS |
摘要 |
<p>A health monitoring (HM) system for complex networked apparatus includes a number of neuro-fuzzy inference (NFI) apparatuses (102) feeding inference results (104) into a data fusion hierarchy (106). At each level in the hierarchy, fuzzy inference is applied to generate a desired output signal by processing selected input signals in accordance with a knowledge base (126) defining fuzzy membership functions and fuzzy inference rules defined in advance. The knowledge base comprises alternative definitions (A, B, C) of membership functions and/or inference rules. The apparatus selects which definition to use according to environmental or other conditions, and predetermined selection criteria. Neuro-fuzzy inference can thus be optimised according to subsets of the full range of operating conditions, leading to a simplification of the real-time inference computation.</p> |
申请公布号 |
EP2467809(A1) |
申请公布日期 |
2012.06.27 |
申请号 |
EP20100747658 |
申请日期 |
2010.08.19 |
申请人 |
UNIVERSITY OF LEICESTER;BAE SYSTEMS PLC |
发明人 |
YAO, LIQUN;GU, DA-WEI;POSTLETHWAITE, IAN |
分类号 |
G06N7/02;G06N3/04 |
主分类号 |
G06N7/02 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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