Machine learning based system for processing device telemetry in a distributed computing environment
US-2024320660-A1 · Sep 26, 2024 · US
US9904909B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9904909-B2 |
| Application number | US-201615338517-A |
| Country | US |
| Kind code | B2 |
| Filing date | Oct 31, 2016 |
| Priority date | Oct 30, 2015 |
| Publication date | Feb 27, 2018 |
| Grant date | Feb 27, 2018 |
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Disclosed herein are methods for utilizing cutting impact force, bearing temperature, and vibration information of a chipper machine, which comprises monitoring cutting forces generated by the knives cutting logs and monitoring the temperature of the bearings and the knives in the chipper machine. The methods may further comprise identifying a series of cutting impact forces and temperatures to indicate the condition of the bearing, and repairing, replacing, or servicing the bearing or the knives based on the value of the impact forces and temperatures measurements.
Opening claim text (preview).
What is claimed is: 1. A method for utilizing cutting impact force information produced by a chipper machine, wherein the chipper machine comprises: a rotational chipper disc having a plurality of knives; multiple wear parts including an anvil and a wear plate, wherein the anvil is positioned to hold a log in place against the plurality of knives, and wherein the wear plate is positioned to protect the chipper disc; wherein the method comprises: monitoring cutting forces created by the plurality of knives cutting the logs; identifying a series of cutting impact force set points, wherein each of the knives, the anvil, and the wear plate have an associated cutting impact force set point indicating the condition of the wear part; and replacing wear parts when the specific associated cutting impact force set point is reached. 2. The method of claim 1 , wherein the wear plate is a single piece. 3. The method of claim 1 , wherein the wear plate includes a replaceable wear plate corner piece. 4. The method of claim 3 , wherein the replaceable wear plate corner piece is attached to the wear plate by a fastener such as a bolt. 5. A method for utilizing cutting impact force, bearing temperature, and vibration information produced by a chipper machine, wherein the chipper machine comprises; a bearing to allow for movement of pieces; a rotational chipper disc having a plurality of knives; multiple wear parts including an anvil and a wear plate, wherein the anvil is positioned to provide a solid surface against which a log is cut by the plurality of knives, and wherein the wear plate is positioned to protect the chipper disc, and force, temperature, and vibration sensing equipment; wherein the method comprises: monitoring cutting forces created by the plurality of knives cutting the logs; monitoring the temperature of the bearing; identifying a series of cutting impact force set points and temperature measurements, wherein bearings have a specific cutting impact force set point and wherein the temperature measurement indicates the condition of the bearing, and taking an action corresponding to the impact force set point and temperature measurement selected from the group consisting of: repairing, replacing, or servicing the bearing or the knives. 6. The method for utilizing cutting impact force, bearing temperature, and vibration information produced by a chipper machine of claim 5 , wherein the sensing equipment is located on the bearing housing. 7. The method for utilizing cutting impact force, bearing temperature, and vibration information produced by a chipper machine of claim 5 , wherein the sensing equipment is located on the anvil.
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