A method of monitoring a longwall shearing mining machine in a longwall mining system, wherein the shearing mining machine includes a shearer having a first cutter drum and a second cutter drum, includes receiving, by a processor, shearer position data over a shear cycle. The horizon profile data in
A method of monitoring a longwall shearing mining machine in a longwall mining system, wherein the shearing mining machine includes a shearer having a first cutter drum and a second cutter drum, includes receiving, by a processor, shearer position data over a shear cycle. The horizon profile data includes information regarding at least one of the group comprising of a position and angle of the shearer, a position of the first cutter drum, and a position of the second cutter drum. The method also includes analyzing the shearer position data, by the processor, to determine whether a position failure occurred during the shear cycle based on whether the computed horizon profile data was within normal operational parameters during the shear cycle, and generating an alert upon determining that the position failure occurred during the shear cycle.
대표청구항▼
1. A method of monitoring a longwall shearing mining machine in a longwall mining system, the shearing mining machine including a shearer having a first cutter drum and a second cutter drum, the method comprising: receiving, by an electronic processor, shearer position data including information obt
1. A method of monitoring a longwall shearing mining machine in a longwall mining system, the shearing mining machine including a shearer having a first cutter drum and a second cutter drum, the method comprising: receiving, by an electronic processor, shearer position data including information obtained from sensors regarding at least one of a group consisting of a position of the shearer, a position of the first cutter drum, and a position of the second cutter drum;identifying, by the electronic processor, from the shearer position data, profile data obtained over a current shear cycle;accessing, by the electronic processor, profile data obtained over a previous shear cycle;comparing, by the electronic processor, the profile data of the previous shear cycle to the profile data of the current shear cycle; andgenerating an alert based on the comparison between the profile data of the previous shear cycle and the profile data of the current shear cycle. 2. The method of claim 1, further comprising determining whether the profile data of the previous shear cycle differs from the profile data of the current shear cycle by more than a predetermined amount, and wherein generating the alert includes generating the alert in response to determining that the profile data of the previous shear cycle differs from the profile data of the current shear cycle by more than the predetermined amount. 3. The method of claim 1, wherein the profile data of the current shear cycle and the previous shear cycle includes information regarding the position of the first cutter drum; and further comprising determining, by the electronic processor, whether a difference between the position of the first cutter drum of the previous shear cycle and the position of the first cutter drum of the current shear cycle exceeds a predetermined deviation threshold. 4. The method of claim 3, wherein the predetermined deviation threshold includes a predetermined floor cut deviation threshold, and wherein the profile data of the current shear cycle and the previous shear cycle includes information regarding the position of the second cutter drum; and further comprising determining, by the electronic processor, whether a difference between the position of the second cutter drum of the previous shear cycle and the position of the second cutter drum for the current shear cycle exceeds a predetermined roof cut deviation threshold. 5. The method of claim 1, wherein the profile data of the current shear cycle and the previous shear cycle includes information regarding a pitch of the pan-line and further comprising determining whether the pitch of the pan-line is trending toward a pitch warning level. 6. The method of claim 1, wherein the profile data of the current shear cycle and the previous shear cycle includes information regarding a roll rate of the pan-line, and further comprising determining whether the roll rate of the pan-line is trending toward a roll warning level. 7. The method of claim 1, wherein the profile data of the current shear cycle and the previous shear cycle include extraction information, the extraction information including a difference between a position of the first cutter drum and a position of the second cutter drum, and further comprising identifying, by the electronic processor, a first set of pan positions for which the extraction information of the previous shear cycle exceeds an extraction threshold; andidentifying, by the electronic processor, a second set of pan positions for which the extraction information of the current shear cycle exceeds the extraction threshold;wherein generating the alert includes generating the alert when the first set of pan positions and the second set of pan positions overlap. 8. The method of claim 7, wherein generating the alert includes generating the alert when the first set of pan positions and the second set of pan positions overlap by a predetermined pan length. 9. The method of claim 1, wherein the profile data includes at least one of a group consisting of a floor cut profile, a roof cut profile, an extraction profile, a pitch profile, a roll profile, and a roll rate profile. 10. The method of claim 1, further comprising identifying, based on the shearer position data, a start point and an end point for the shear cycle, and wherein identifying profile data obtained over the shear cycle includes identifying profile data corresponding to removal of a web of coal based on the start point and the end point. 11. The method of claim 1, wherein identifying profile data of the current shear cycle includes identifying, by the electronic processor, a pan-line profile of the current shear cycle based on the position of the shearer, and identifying, by the electronic processor, a floor cut profile for the current shear cycle based on the position of the first cutter drum, further comprising generating a second alert when a difference between the pan-line profile and the floor cut profile over the current shear cycle exceeds a predetermined floor step threshold. 12. A monitoring device for a longwall mining system including a shearer having a first cutter drum, a second cutter drum, and a first sensor to determine a position of at least one of the shearer, the first cutter drum, and the second cutter drum, the monitoring device comprising: a memory; andan electronic processor coupled to the memory and in communication with the shearer to receive shearer position data including information regarding at least one of a group consisting of the position of the shearer, the position of the first cutter drum, and the position of the second cutter drum, the electronic processor configured to identify, from the shearer position data, profile data obtained over a current shear cycle,access profile data obtained over a previous shear cycle,compare the profile data of the previous shear cycle with the profile data of the current shear cycle, andgenerate an alert based on the comparison between the profile data of the previous shear cycle and the profile data of the current shear cycle. 13. The monitoring device of claim 12, wherein the electronic processor is configured to identify based on the shearer position data, a start point and an end point for the current shear cycle, andidentify the profile data obtained over the current shear cycle and corresponding to removal of a web of coal based on the start point and the end point. 14. The monitoring device of claim 13, wherein the electronic processor is configured to identify the start point and end point for the current shear cycle based on identifying one selected from a group consisting of a turn point of the shearer, a change of direction of the shearer, and changing a height of the first cutter drum or the second cutter drum. 15. The monitoring device of claim 12, wherein the profile data includes at least one of a group consisting of a floor cut profile, a roof cut profile, an extraction profile, a pitch profile, a roll profile, and a roll rate profile. 16. The monitoring device of claim 12, wherein the electronic processor is further configured to determine whether the profile data of the previous shear cycle differs from the profile data of the current shear cycle by more than a predetermined amount, andgenerate the alert when the profile data of the previous shear cycle differs from the profile data of the current shear cycle by more than the predetermined amount. 17. The monitoring device of claim 12, wherein the profile data includes a floor cut profile based on the position of the first cutter drum, and wherein the electronic processor is configured to determine whether a difference between the floor cut profile of the previous shear cycle and the floor cut profile of the current shear cycle exceeds a predetermined floor cut deviation threshold. 18. The monitoring device of claim 17, wherein the profile data includes a roof cut profile based on the position of the second cutter drum, and wherein the electronic processor is configured to determine whether a difference between the roof cut profile of the previous shear cycle and the roof cut profile of the current shear cycle exceeds a predetermined roof cut deviation threshold. 19. The monitoring device of claim 12, wherein the profile data includes an extraction profile, the extraction profile defined by a difference between a floor cut profile and a roof cut profile, and wherein the electronic processor is configured to identify a first set of pan positions for which the extraction profile of the previous shear cycle exceeds an extraction threshold,identify a second set of pan positions for which the extraction profile of the current shear cycle exceeds the extraction threshold, andgenerate the alert in response to determining that the first set of pan positions overlaps with the second set of pan positions. 20. The monitoring device of claim 19, wherein the electronic processor is configured to generate the alert in response to determining that the first set of pan positions overlaps with the second set of pan positions by a predetermined pan length.
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