METHOD AND SYSTEM FOR DETECTING ABNORMAL OPERATION OF A LEVEL REGULATORY CONTROL LOOP

Patent №

US 8,145,358

Granted

2012-03-27

Filed 2006

Owner

FISHER-ROSEMOUNT SYSTEMS, INC.

Lab

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11492577

A system facilitates detecting an abnormal operation associated with a level regulatory control loop in a process plant. A model for modeling at least a portion of the level regulatory control loop may be utilized with respect to first and second signals associated with regulatory control of a level of material in a tank. The model may include a first regression model in a first range corresponding to a first operating region of the level regulatory control loop. The model may be capable of being subsequently configured to include at least a second regression model in at least a second respective range corresponding to at least a second respective operating region different than the first operating region. The model may generate a prediction of the second signal as a function of first signal. It may be determined whether the second signal significantly deviates from the prediction of the second signal generated by the model. If there is a significant deviation, this may indicate an abnormal operation associated with the level regulatory control loop.

AI classification

Planning0.98
AI hardware0.97
Evolutionary computation0.34
Knowledge representation0.03
Machine learning0.02
Natural language0.01
Vision0.00
Speech0.00

Ownership

FISHER-ROSEMOUNT SYSTEMS, INC.

assignment · 182580525

Assignors

MILLER, JOHN P.

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

From the same owner

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