Patent US 8,732,103

Patent №

US 8,732,103

Granted

Owner

Lab

AI components

2

ml · planning

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

13735707

The present invention provides novel techniques for validating laboratory data values for properties of interest of products produced by a process system. In particular, samples of the product may be sent to a laboratory testing facility, where laboratory testing procedures may be used to obtain the laboratory data values for the property of interest. The laboratory data values may be sent to a control system which includes a laboratory data validation module. The laboratory data validation module may be capable of validating the laboratory data values of the property of interest by comparing the laboratory data values of the property of interest with predicted values generated by a model. The model may be created using inputs such as laboratory and measured data values of the property of interest as well as laboratory and measured data values of other properties of the product. In particular, the laboratory data validation module may, in certain embodiments, include a laboratory data validation model, which may aid the validation of the laboratory data values of the property of interest.

Machine learningPlanningG06N 5/047G05B 19/41875G05B 2219/32187Y02P 90/02

AI classification

Planning1.00
Machine learning0.88
Evolutionary computation0.49
Knowledge representation0.08
AI hardware0.04
Natural language0.00
Vision0.00
Speech0.00
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