Apparatus and Method for Analysis of Machine Performance

• US 20180164764A1
• Filed: 12/12/2016
• Published: 06/14/2018
• Est. Priority Date: 12/12/2016
• Status: Abandoned Application

• Current Assignee: General Electric Company
• Original Assignee: General Electric Company
• Inventors: Weatherbee, Paul, Behnke, Michael, Dixit, Nilesh
• Application Number:
  US15/375,435
• Publication Number:
  US 20180164764A1
• Time in Patent Office: Days
• CPC Class Codes: G05B 19/042 using digital processors G05B19/05 takes precedence
• CPC Class Codes: G05B 2219/24015 Monitoring
• CPC Class Codes: Y02P 90/02 Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Abstract

Asset performance management (APM) information associated with an industrial machine that is producing a product is obtained. At least one of machine operation information and output characteristic information is received from the industrial machine. The APM information, the machine operation information, and the output characteristic information are stored in a database at the cloud (or some other remote computing device or network). The APM information, the machine operation information, and the output characteristic information are analyzed at the cloud to identify in real-time changes to the operation of the machine needed to improve the performance of the industrial machine. In some aspects, the changes are presented to a user and the changes are acted upon.

Claims

1. A method, comprising:

receiving asset performance management (APM) information associated with a machine that is producing an output, the APM information including information relating to managing the performance of the machine;

receiving at least one of;

machine operation information and output characteristic information from the machine, the machine operation information describing a physical operating characteristic of the machine, and the output characteristic information describing a measurable physical characteristic of the output;

storing the APM information, the machine operation information, and the output characteristic information in a database at a remote computing device;

analyzing the APM information, the machine operation information, and the output characteristic information at the remote computing device to identify changes to optimize the performance of the industrial machine.

2. The method of claim 1 further comprising presenting the changes to a user and receiving input from the user to implement the changes.

3. The method of claim 1, wherein the APM information is the temperature in the environment around a machine, an identity of the operator of the machine, or a program being executed by the industrial machine.

4. The method of claim 1, wherein the output characteristic information comprises a measurement of the output.

5. The method of claim 4, wherein the measurement comprises a width, a length, a thickness, a temperature, or a pressure of the output.

6. The method of claim 1, wherein said analyzing further comprises making a prediction of future behavior of the machine.

7. The method of claim 1, wherein the analyzing further comprises determining whether the machine is operating within one or more specifications.

8. The method of claim 1, wherein the remote computing device is the cloud.

9. An apparatus deployed at the cloud, comprising:

an interface, the interface configured to receive asset performance management (APM) information associated with an industrial machine that is producing an output, the APM information including information relating to managing the performance of the machine, the interface receiving at least one of;

machine operation information and output characteristic information from the industrial machine, the machine operation information describing a physical operating characteristic of the machine, and the output characteristic information describing a measurable physical characteristic of the output;

a database that stores the APM information, the machine operation information, and the output characteristic information;

a control circuit coupled to the interface and the database, the control circuit configured to analyze the APM information, the machine operation information, and the output characteristic information at a remote computing device and to responsively identify changes to the optimize the performance of the industrial machine.

10. The apparatus of claim 9, further comprising presenting the changes to the user and receiving input from the user to implement the changes.

11. The apparatus of claim 9, wherein the control circuit is configured to transmit a control signal to implement at least some of the changes.

12. The apparatus of claim 9, wherein the APM information is the temperature in the environment around a machine, an identity of the operator of the machine, or a program being executed by the industrial machine.

13. The apparatus of claim 9, wherein the output characteristic information comprises a measurement of the output.

14. The apparatus of claim 13, wherein the measurement comprises a width, a length, a thickness, a temperature, or a pressure of the output.

15. The apparatus of claim 9, wherein the control circuit is further configured to determine a prediction of future machine behavior.

16. The apparatus of claim 9, wherein the control circuit determines whether the machine is operating within one or more specifications.

17. The apparatus of claim 9, wherein the remote computing device is the cloud.