Risk assessment for tools
A method for creating a risk estimate for a tool includes creating a plurality of source patterns from tool data and maintenance data related to a plurality of tools. The method also includes creating a risk model from the plurality of source patterns, the risk model including a plurality of example stressors each having an associated risk value. The method also includes creating at least one stress pattern from tool data related to the tool and comparing the at least one stress pattern to the risk model to create a risk estimate for the tool.
1. A method for creating a risk estimate for a tool to be used in a plurality of runs, the method comprising:
creating a plurality of source patterns from tool data and maintenance data related to a plurality of tools;
creating a risk model from the plurality of source patterns, the risk model including a plurality of example stressors each having an associated risk value;
creating at least one stress pattern from tool data related to the tool; and
comparing the at least one stress pattern to the risk model to create a risk estimate for the tool that the tool will fail in a future one of the plurality of runs of the tool.
2. The method of claim 1 , wherein the tool data is formed from at least operations data.
3. The method of claim 2 , wherein the tool data is also formed from a record of operating conditions.
4. The method of claim 1 , wherein the example stressors include at least one of: tool vibration, tool usage time, lateral vibration, accumulated vibration, maximum vibration, average vibration, average temperature, maximum temperature and exposure times.
5. The method of claim 1 , wherein the associated risk value is a binary value.
6. The method of claim 1 , wherein the risk estimate indicates a likelihood of failure of the tool.
7. The method of claim 1 , wherein the tool data and maintenance data are received from a database.
8. The method of claim 1 , wherein the tool is a borehole tool.
9. The method of claim 8 , wherein the tool data is created while drilling is performed with the tool.
10. A computer program product for a forming a risk estimate for a tool to be used in a plurality of runs, comprising a non-transitory tangible storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method comprising:
creating a plurality of source patterns from tool data and maintenance data related to a plurality of tools;
creating a risk model from the plurality of source patterns, the risk model including a plurality of example stressors each having an associated risk value;
creating at least one stress pattern from tool data related to the tool; and
comparing the at least one stress pattern to the risk model to create a risk estimate for the tool that the tool will fail in a future one of the plurality of runs of the tool.
11. The computer program product of claim 10 , wherein the tool data is formed from at least operations data.
12. The computer program product of claim 11 , wherein the tool data is also formed from a record of operating conditions.
13. The computer program product of claim 10 , wherein the example stressors include at least one of tool vibration, tool usage time, lateral vibration, accumulated vibration, maximum vibration, average vibration, average temperature, maximum temperature and exposure times.
14. The computer program product of claim 10 , wherein the associated risk value is a binary value.
15. The computer program product of claim 10 , wherein the risk estimate indicates a likelihood of failure of the tool.
16. The computer program product of claim 10 , wherein the tool data and maintenance data are received from a database.
17. The computer program product of claim 10 , wherein the tool is a borehole tool.
18. The computer program product of claim 17 , wherein the tool data is created while drilling performed with the tool.