发明名称 |
BAYESIAN NONPARAMETRIC METHOD FOR INFRASTRUCTURE FAILURE PREDICTION |
摘要 |
<p>The present invention generally relates to failure prediction of an infrastructure (110). A failure likelihood for one or more components of an infrastructure (110) is determined. History data (210) representing prior failures of the components of the infrastructure (110) is applied (230- 250) to a Bayesian nonparametric statistical model using a beta process. Then the failure likelihood of one or more components of the infrastructure from the Bayesian nonparametric statistical model is estimated (270). Aspects of the invention include computer-implemented methods (200, 300), software and computer systems (100).</p> |
申请公布号 |
WO2014085849(A1) |
申请公布日期 |
2014.06.12 |
申请号 |
WO2013AU01395 |
申请日期 |
2013.12.02 |
申请人 |
NATIONAL ICT AUSTRALIA LIMITED |
发明人 |
LI, ZHIDONG;WANG, YANG;CHEN, FANG |
分类号 |
G06N7/06;G06F19/00;G06Q50/06;G06Q50/08 |
主分类号 |
G06N7/06 |
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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