CONSTRUCTION OF ENTROPY-BASED PRIOR AND POSTERIOR PROBABILITY DISTRIBUTIONS WITH PARTIAL INFORMATION FOR FATIGUE DAMAGE PROGNOSTICS

Patent №

US 9,639,637

Granted

2017-05-02

Filed 2013

Owner

SIEMENS CORPORATION

+1 more

Lab

AI components

2

planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14015084

A method for predicting fatigue crack growth in materials includes providing a prior distribution obtained using response measures from one or more target components using a fatigue crack growth model as a constraint function, receiving new crack length measurements, providing a posterior distribution obtained using the new crack length measurements, and sampling the posterior distribution to obtain crack length measurement predictions.

PlanningEvolutionary computationG06F 30/20G06F 2111/08G06F 2119/04

AI classification

Evolutionary computation1.00
Planning0.87
Machine learning0.49
Knowledge representation0.02
Speech0.01
Natural language0.01
AI hardware0.00
Vision0.00

Ownership

SIEMENS CORPORATION

assignment · 311190065

SIEMENS AKTIENGESELLSCHAFT

assignment · 420010848

Assignors

GUAN, XUEFEI, ZHANG, JINGDAN, ZHOU, SHAOHUA KEVIN

On an employer assignment, the assignors are typically the inventors.

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