Method of machine condition monitoring

• US 9,835,106 B2
• Filed: 07/10/2012
• Issued: 12/05/2017
• Est. Priority Date: 07/12/2011
• Status: Active Grant

• Current Assignee: MAN Energy Solutions SE (Volkswagen AG)
• Original Assignee: Man Diesel & Turbo SE (Volkswagen AG)
• Inventors: Bogatzki, Dorothea, Kper, Peter, Sobolyev, Oleksandr
• Primary Examiner(s): Toatley, Gregory J
• Assistant Examiner(s): Liao, Christine
• Application Number:
  US13/545,289
• Publication Number:
  US 20130018603A1
• Time in Patent Office: 1,974 Days
• Field of Search: 702 45, 702179, 702182
• CPC Class Codes: F02D 41/22 Safety or indicating devices for abnormal conditions in air/fuel ratio feedback systems F02D41/1495, in electric control linkage F02D11/107, in purge control systems F02M25/0809
• CPC Class Codes: H02P 29/032 Preventing damage to the motor, e.g. setting individual current limits for different drive conditions
• CPC Class Codes: Y02T 10/40 Engine management systems

Abstract

A method of machine condition monitoring, wherein at least one measured and/or calculated machine parameter is monitored during the operation of a machine, and wherein a change in the machine condition, particularly a critical operating state of the machine, is deduced when at least one monitored machine parameter reaches a limit value, and wherein at least one monitored machine parameter is monitored depending on at least one other machine parameter in defined operating point ranges of the machine, wherein a change in machine condition is deduced when at least one monitored machine parameter within a defined operating point range reaches at least one limit value individual to the operating point range.

Claims

1. A method of monitoring a fouling condition of a machine comprising:

measuring at least one machine parameter;

monitoring the at least one measured machine parameter during operation of a machine;

deducing a change in the fouling condition of the machine when at least one monitored measured machine parameter reaches a limit value,

wherein the at least one monitored machine parameter is monitored depending on at least one machine parameter other than the at least one monitored machine parameter in defined operating point ranges of the machine,

wherein a change in fouling condition of the machine is deduced when at least one monitored machine parameter within a defined operating point range reaches at least one limit value individual to the operating point range,

wherein a currently traversed operating point is used for monitoring the fouling condition of the machine only when the currently traversed operating point has been traversed in the respective operating point range for a defined minimum duration, except that an exiting from the respective operating point range for less than a defined tolerance time is permitted;

determining the machine is in a fouled condition based at least in part on the measured at least one machine parameter; and

conducting failure and damage control operations to the machine based on the determination that the machine is in the fouled condition.

2. The method according to claim 1, wherein an operating range of the machine is divided as an at least one-dimensional matrix into operating point ranges, and the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored in the operating point ranges is carried out in such a way that the operating point range in which a current operating point lies is determined initially and that the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is then carried out with reference to the, or each, corresponding limit value individual to the operating point range.

3. The method according to claim 2, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is carried out exclusively in a defined quantity of operating point ranges of the operating range of the machine.

4. The method according to claim 2, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is carried out exclusively in those operating point ranges of the operating range in which there occurs a relatively large quantity of operating points actually traversed by the machine.

5. The method according to claim 2, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is carried out exclusively in quasi-static operating point ranges or static operating point ranges of the operating range of the machine.

6. The method according to claim 1, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is carried out exclusively in a defined quantity of operating point ranges of the operating range of the machine.

7. The method according to claim 1, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is carried out exclusively in those operating point ranges of the operating range in which there occurs a relatively large quantity of operating points actually traversed by the machine.

8. The method according to claim 1, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored is carried out exclusively in quasi-static operating point ranges or static operating point ranges of the operating range of the machine.

9. The method according to claim 1, wherein the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored in the respective operating point range is carried out for a current operating point in such a way that an average for the current operating point for the machine parameter to be monitored or for each machine parameter to be monitored is initially determined and stored, and the monitoring of the average, or of each average, determined for the current operating point is subsequently carried out with respect to the limit value, or each limit value, individual to the operating point range.

10. The method according to claim 9, wherein the subsequent monitoring of the average determined for the current operating point with respect to the limit value is performed by checking whether or not at least one of the averages determined for the current operating point deviates from the respective averages determined for the same operating point range from preceding operating points by more than a corresponding limit value individual to the operating point range.

11. The method according to claim 9, wherein after determining and storing an average for an operating point range in the same operating point range a new monitoring of the machine parameter to be monitored or of each machine parameter to be monitored in the corresponding operating point range is carried out only after the expiration of a defined waiting period.

12. The method according to claim 1, wherein during the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored in the defined operating point ranges, a filtering is carried out according to the at least one other machine parameter in such a way that if it is determined that the other machine parameter or each other machine parameter deviates to an impermissible extent from a comparison value, the corresponding operating point is not used for the monitoring of the machine parameter to be monitored or of each machine parameter to be monitored.

13. The method according to claim 1, wherein the deduced change in the fouling condition of the machine is a critical operation state of the machine.

14. The method according to claim 13, wherein the deducing of the critical operation state includes determining fouling of a turbomachine, and wherein, as an operating range of the turbomachine, a characteristic field of the turbomachine depending on volume flow and enthalpy difference is divided into operating point ranges, in that a defined quantity of operating point ranges of the characteristic field which are those most traversed is initially determined, and in that, as a machine parameter, one of a guide vane position and an efficiency of the turbomachine is subsequently monitored in these most traversed operating point ranges, and wherein a fouling of the turbomachine is deduced when one of the monitored guide vane position and the monitored efficiency within a defined operating point range reaches a limit value individual to the operating point range.