IP Library Granted Patent US 7,941,393
Granted Patent B2
US 7,941,393 · App. 12/430,307 · Granted May 10, 2011

Method for predictive determination of a process variable based on an assignment of a discrete measured value

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Quick Facts
Patent No.
US 7,941,393
App. No.
12/430,307
Granted
May 10, 2011
Kind
B2
Abstract

A system and method are disclosed for predictive determination of a process variable (P) in a technical installation. Measured values for the process variable (P) are recorded at predeterminable points in time. Temporally successive recorded measured values are combined to form a weighted measured value. A discrete measured value is assigned to each weighted measured value. Each weighted measured value that lies in a predeterminable tolerance band is assigned a same discrete measured value. A future temporal progression of the process variable (P) is estimated using a linear regression of the discrete measured values, and a point in time in which the process variable (P) reaches a predeterminable limit value is calculated.

Claims (40)

1. A method for predictive determination of a process variable (P) in a technical installation using a circuit having a database and a processor, the method comprising:

receiving measured values from a sensor;

recording, in the database, the measured values for the process variable (P) of the technical installation at predeterminable points in time during operation of the technical installation; and

 in the processor:

combining temporally successive recorded measured values to form a weighted measured value;

assigning a discrete measured value to each weighted measured value;

estimating a future time profile of the process variable (P) using a regression of the discrete measured values; and

calculating a point in time at which the process variable (P) reaches a predeterminable limit value,

wherein each weighted measured value that lies in a predeterminable tolerance band (H 1 ... H 8 ) is assigned a same discrete measured value.

2. The method as claimed in claim 1 , wherein the regression is a linear regression.

3. The method as claimed in claim 2 , comprising:

calculating a coefficient of determination (B) of the linear regression; and

calculating, with aid of the coefficient of determination (B) , a time interval within which the process variable (P) is expected to reach a predetermined value.

4. The method as claimed in claim 2 , comprising:

detecting damage to the technical installation using the linear regression.

5. The method as claimed in claim 1 , wherein the predeterminable tolerance bands (H 1 ... H 8 ) have different widths.

6. The method as claimed in claim 1 , comprising:

taking the measured values into account more or less strongly depending on a point in time of their recording.

7. The method as claimed in claim 6 , wherein the measured values taken into account are only measured values lying temporally after a predeterminable point in time.

8. The method as claimed in claim 1 , comprising:

applying the calculating of a point in time at which the process variable (P) reaches the predeterminable limit value to a gas-insulated switching installation as the technical installation.

9. The method as claimed in claim 8 , comprising:

receiving pressure of an insulating gas in a gas space of the gas-insulated switching installation as the process variable (P).

10. The method as claimed in claim 9 , wherein the regression is a linear regression.

11. The method as claimed in claim 1 , comprising:

calculating a coefficient of determination (B) of the linear regression; and

calculating, with aid of the coefficient of determination (B), a time interval within which the process variable is expected to reach a predetermined value.

12. The method as claimed in claim 11 , comprising:

taking the measured values into account more or less strongly depending on a point in time of their recording.

13. The method as claimed in claim 12 , comprising:

detecting damage to the technical installation using the linear regression.

14. A system for predictive determination of a process variable (P) in a technical installation, comprising:

a sensor;

a database for recording measured values for the process variable (P) of the technical installation at predeterminable points in time during operation of the technical installation; and

a processor for executing a program for:

combining temporally successive recorded measured values to form a weighted measured value;

assigning a discrete measured value to each weighted measured value;

estimating a future time profile of the process variable (P) using a regression of the discrete measured values; and

calculating a point in time at which the process variable (P) reaches a predeterminable limit value,

wherein each weighted measured value that lies in a predeterminable tolerance band (H 1 ... H 8 ) is assigned a same discrete measured value.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 6, 2020
From: ABB SCHWEIZ AG
To: ABB POWER GRIDS SWITZERLAND AG
Reel/Frame 052916/0001 →