Real-time evaluation of machine performance for fleet management

• US 9,269,200 B2
• Filed: 12/30/2011
• Issued: 02/23/2016
• Est. Priority Date: 12/30/2010
• Status: Active Grant

• Current Assignee: AGCO Corporation
• Original Assignee: AGCO Corporation
• Inventors: Schmidt, Lee A.
• Primary Examiner(s): Cosimano, Edward
• Application Number:
  US13/341,475
• Publication Number:
  US 20120253744A1
• Time in Patent Office: 1,516 Days
• Field of Search: 702/182, 702/188
• US Class Current: 1/1
• CPC Class Codes: G01D 21/00 Measuring or testing not otherwise provided for
• CPC Class Codes: G01D 7/02 Indicating value of two or more variables simultaneously
• CPC Class Codes: G06F 11/3065 Monitoring arrangements determined by the means or processing involved in reporting the monitored data error or fault reporting or logging G06F11/0766
• CPC Class Codes: G06F 17/40 Data acquisition and logging for input to computer G06F3/00
• CPC Class Codes: G06Q 99/00 Subject matter not provided for in other groups of this subclass
• CPC Class Codes: G07C 5/008 communicating information to a remotely located station transmission systems for measured values G08C
• CPC Class Codes: G07C 5/085 using electronic data carriers
• CPC Class Codes: G16Z 99/00 Subject matter not provided for in other main groups of this subclass

Abstract

A real-time performance evaluation system can compare machine performance to a performance standard. A Fleet Operations Subsystem (FOS) can determine a machine status such as Parked, Idle, Working, Travel or Turning. The FOS can be configured to determine machine performance by determining the amount of time spent in each status. The performance can be compared to predetermined performance standards, for example a minimum number of hours spent working, or a maximum number of hours spent idle. A performance score can be generated based on the comparison. A report of the performance evaluation can be provided. A report can be in the form of a performance marker graphic on a visual display. The performance marker can represent the performance score. The performance marker can be in the form of an alarm symbol for a poorly performing machine. The system provides an operator or manager the opportunity to improve machine performance.

Claims

1. A system for real-time machine performance evaluation, comprising:

a first agricultural machine comprising—

one or more sensors for generating apparatus data related to machine performance, and

an apparatus data unit (ADU), the ADU configured to receive and wirelessly transmit the apparatus data over a communications network; and

a fleet operations system (FOS) located remotely from the first agricultural machine, the FOS configured to—

receive the apparatus data from the ADU over the communications network,

determine a value of a performance characteristic of the first agricultural machine using the apparatus data,

determine an average value of the performance characteristic for a plurality of agricultural machines,

compare the value of the performance characteristic of the first agricultural machine with the average value, and

communicate a performance report of the first agricultural machine to a user, the performance report indicating a difference between the value of the performance characteristic of the first agricultural machine and the average value.

2. The system of claim 1, wherein said FOS is configured to generate a report of said machine performance evaluation.

3. The system of claim 1, wherein said report is in the form of a visual display.

4. The system of claim 1, wherein said FOS is configured to generate a performance score for said machine based on said comparison.

5. The system of claim 4, wherein said performance score is conveyed by a performance marker graphic in a visual display.

6. The system of claim 1, wherein said FOS is configured to receive apparatus data from a plurality of said machines, and evaluate performance of said plurality of said machines.

7. The system of claim 6, wherein said FOS is configured to generate a report that conveys said performance evaluations for said plurality of said machines.

8. A method for real-time evaluation of machine performance, comprising:

Sensing apparatus data at each of a plurality of agricultural machines using sensors on the machines;

Wirelessly transmitting the apparatus data over a communications network to a computing device located remotely from the plurality of agricultural machines;

using the computing device to monitor the performance of the plurality of agricultural machines and to automatically select a first machine of the plurality of agricultural machines to use as a performance standard;

using the computing device to generate a performance standard based on the performance of the first machine,

using a computing device to compare the performance of at least one other of the plurality of machines with the performance standard; and

generating a report of said comparison.

9. The method of claim 8, further comprising providing said report to a user over a communications network.

10. The method of claim 8, wherein said report comprises a performance marker in the form of a graphic in a visual display.

11. The method of claim 10, wherein said performance marker indicates the number of performance parameters satisfied.

12. The method of claim 8, further comprising generating a performance score.

13. The method of claim 12, wherein said performance score is conveyed to a user by a performance marker in the form of a graphic in a visual display.

14. The method of claim 13, wherein said performance score is based on said machine'"'"'s performance over a predetermined time period.

15. The method of claim 14, wherein said predetermined time period comprises the most recent 24 hours for which apparatus data has been received from said at least one machine.

16. The method of claim 15, wherein said performance score conveys the degree to which a performance parameter failed to be satisfied.