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BAYESIAN NONPARAMETRIC METHOD FOR INFRASTRUCTURE FAILURE PREDICTION
BAYESIAN NONPARAMETRIC METHOD FOR INFRASTRUCTURE FAILURE PREDICTION
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机译:贝叶斯非参数方法用于基础设施故障预测
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摘要
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).
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