Anomalous fire and smoke mitigation in laser CNC machines
Sensor data generated by a sensor of a computer numerically controlled machine can be compared with a forecast. The forecast can include expected sensor data for the sensor, over a course of an execution plan for making a cut with a movable laser cutting head. The sensor data can be generated during execution of the execution plan. During execution of the execution plan, the sensor data can be monitored and a deviation of from the forecast can be detected. It can be determined, based on the detecting, that an anomalous condition of the computer numerically controlled machine has occurred. Based on the determining, an action can be performed.
1 . A computing system, comprising:
at least one processor;
at least one non-transitory computer-readable medium; and
program instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the computing system is configured to:
obtain sensor data generated by at least one sensor positioned within a safety enclosure of a computer-numerically-controlled (CNC) machine, the CNC machine comprising a laser configured to direct electromagnetic energy to effect one or more changes in a material positioned within the safety enclosure according to a fabrication process of the CNC machine;
based on one or more properties of the fabrication process, determine one or more thresholds for detecting anomalous fire, anomalous smoke, or both within the safety enclosure;
based on (i) the obtained sensor data and (ii) the one or more thresholds, detect anomalous fire, anomalous smoke, or both within the safety enclosure; and
based on detecting the anomalous fire, the anomalous smoke, or both within the safety enclosure, invoke a procedure to mitigate the anomalous fire, the anomalous smoke, or both.
2 . The computing system of claim 1 , wherein the program instructions that are executable by the at least one processor such that the computing system is configured to invoke the procedure comprise program instructions that are executable by the at least one processor such that the computing system is configured to cause an air source to direct an airflow to a source of the anomalous fire, a source of the anomalous smoke, or both.
3 . The computing system of claim 1 , wherein the program instructions that are executable by the at least one processor such that the computing system is configured to invoke the procedure comprise program instructions that are executable by the at least one processor such that the computing system is configured to utilize a fire extinguisher to mitigate the anomalous fire, the anomalous smoke, or both.
4 . The computing system of claim 1 , further comprising program instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the computing system is configured to:
provide an indication of the anomalous fire, the anomalous smoke, or both via a user interface.
5 . The computing system of claim 1 , wherein:
the sensor data is obtained during the fabrication process of the CNC machine; and
the computing system further comprises program instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the computing system is configured to pause the fabrication process of the CNC machine.
6 . The computing system of claim 5 , wherein:
the CNC machine comprises a movable head configured to direct the laser of the CNC machine; and
the computing system further comprises program instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the computing system is configured to perform one or more of:
turning off the CNC machine;
disabling the laser of the CNC machine from directing electromagnetic energy;
changing an airflow within the safety enclosure;
locking a lid of the CNC machine; or
moving the movable head of the CNC machine away from the anomalous fire, a source of the anomalous smoke, or both.
7 . The computing system of claim 1 , wherein the at least one sensor comprises at least one of a thermal sensor, an infrared sensor, a photodiode, a smoke detector, or a camera.
8 . The computing system of claim 1 , wherein the program instructions that are executable by the at least one processor such that the computing system is configured to detect the anomalous fire, the anomalous smoke, or both within the safety enclosure comprise program instructions that are executable by the at least one processor such that the computing system is configured to determine that a quantity of the anomalous fire, the anomalous smoke, or both present within the safety enclosure exceeds an expected quantity of fire, smoke, or both.
9 . The computing system of claim 1 , further comprising the CNC machine.
10 . The computing system of claim 1 , further comprising program instructions stored on the at least one non-transitory computer-readable medium that are executable by the at least one processor such that the computing system is configured to:
based on the obtained sensor data, determine the procedure to mitigate the anomalous fire, the anomalous smoke, or both from a plurality of procedures.
11 . The computing system of claim 1 , wherein the property of the fabrication process comprises a type of the material.
12 . The computing system of claim 1 , wherein the property of the fabrication process comprises an execution plan.
13 . A non-transitory computer-readable medium, wherein the non-transitory computer-readable medium is provisioned with program instructions that, when executed by at least one processor, cause a computing system to:
obtain sensor data generated by at least one sensor positioned within a safety enclosure of a computer-numerically-controlled (CNC) machine, the CNC machine comprising a laser configured to direct electromagnetic energy to effect one or more changes in a material positioned within the safety enclosure according to a fabrication process of the CNC machine;
based on one or more properties of the fabrication process, determine one or more thresholds for detecting anomalous fire, anomalous smoke, or both within the safety enclosure;
based on (i) the obtained sensor data and (ii) the one or more thresholds, detect anomalous fire, anomalous smoke, or both within the safety enclosure; and
based on detecting the anomalous fire, the anomalous smoke, or both within the safety enclosure, invoke a procedure to mitigate the anomalous fire, the anomalous smoke, or both.
14 . The non-transitory computer-readable medium of claim 13 , wherein the program instructions that, when executed by at least one processor, cause the computing system to invoke the procedure comprise program instructions that, when executed by at least one processor, cause the computing system to cause an air source to direct an airflow to a source of the anomalous fire, a source of the anomalous smoke, or both.
15 . The non-transitory computer-readable medium of claim 13 , wherein the program instructions that, when executed by at least one processor, cause the computing system to invoke the procedure comprise program instructions that, when executed by at least one processor, cause the computing system to utilize a fire extinguisher to mitigate the anomalous fire, the anomalous smoke, or both.
16 . The non-transitory computer-readable medium of claim 13 , wherein the non-transitory computer-readable medium is also provisioned with program instructions that, when executed by at least one processor, cause the computing system to:
provide an indication of the anomalous fire, the anomalous smoke, or both via a user interface.
17 . The non-transitory computer-readable medium of claim 13 , wherein:
the sensor data is obtained during the fabrication process of the CNC machine; and
the non-transitory computer-readable medium is also provisioned with program instructions that, when executed by at least one processor, cause the computing system to pause the fabrication process of the CNC machine.
18 . The non-transitory computer-readable medium of claim 13 , wherein the non-transitory computer-readable medium is also provisioned with program instructions that, when executed by at least one processor, cause the computing system to:
based on the obtained sensor data, determine the procedure to mitigate the anomalous fire, the anomalous smoke, or both from a plurality of procedures.
19 . The non-transitory computer-readable medium of claim 13 , wherein the property of the fabrication process comprises at least one of (i) a type of the material or (ii) an execution plan.
20 . A method implemented by a computing system, the method comprising:
obtaining sensor data generated by at least one sensor positioned within a safety enclosure of a computer-numerically-controlled (CNC) machine, the CNC machine comprising a laser configured to direct electromagnetic energy to effect one or more changes in a material positioned within the safety enclosure according to a fabrication process of the CNC machine;
based on one or more properties of the fabrication process, determining one or more thresholds for detecting anomalous fire, anomalous smoke, or both within the safety enclosure;
based on (i) the obtained sensor data and (ii) the one or more thresholds, detecting anomalous fire, anomalous smoke, or both within the safety enclosure; and
based on detecting the anomalous fire, the anomalous smoke, or both within the safety enclosure, invoking a procedure to mitigate the anomalous fire, the anomalous smoke, or both.