GENERATING A SOFT SENSOR FOR CRUDE STABILIZATION IN THE PETROLEUM INDUSTRY

Patent №

US 11,078,428

Granted

2021-08-03

Filed 2017

Owner

SAUDI ARABIAN OIL COMPANY

Lab

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15670679

A global theoretical graphical representation of a soft sensor is generated based on a cursory model, where the soft sensor is used to control crude stabilization. A plurality of local real-life graphical representations are generated for the soft sensor, each of the plurality of local real-life graphical representations corresponding to a respective local regime. A global real-life graphical representation is generated for the soft sensor by combining the plurality of local real-life graphical representations. A set of numerical values for the soft sensor are generated based on the global real-life graphical representation. The soft sensor is updated based on lab results and a crude stabilization operation is controlled using the soft sensor.

Machine learningPlanningEvolutionary computationAI hardwareC10G 7/12C10G 7/02G01K 7/02G01L 19/0092G05B 13/04G05B 19/4148H10N 50/10C01B 17/16+1 more

AI classification

Planning1.00
Machine learning0.98
AI hardware0.96
Evolutionary computation0.66
Knowledge representation0.12
Natural language0.00
Vision0.00
Speech0.00

Ownership

SAUDI ARABIAN OIL COMPANY

assignment · 469640338

Assignors

LEE, SHUYEE, AL-MOHISIN, OMAR, AL-SAEED, MOHAMMED

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

From the same owner

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