Anomaly detection using machine learning
US-11851096-B2 · Dec 26, 2023 · US
US11827260B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11827260-B2 |
| Application number | US-201816964662-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 6, 2018 |
| Priority date | Mar 6, 2018 |
| Publication date | Nov 28, 2023 |
| Grant date | Nov 28, 2023 |
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A grade crossing control system includes a controller that receives start and end inputs corresponding to a train traversing an outer approach, determines the difference in time between the start and end inputs, and uses the difference in time to determine a delay period by which activation of a grade crossing warning system will be delayed following detection of the train by a track occupancy circuit in an inner approach in order to compensate for slow moving trains. The start and end inputs for the outer approach may be supplied in different ways including a separate track occupancy circuit for the outer approach, by train detection devices unconnected to the track at the start and end of the outer approach, or by overlapping track occupancy circuits positioned at the start of the outer and inner approaches.
Opening claim text (preview).
The invention claimed is: 1. A method for controlling a grade crossing warning system, the method comprising: receiving by a control circuit a first input indicating that a train has reached a point at a start of an outer approach; receiving by the control circuit a second input indicating that a train has reached a point at an end of an outer approach, the second input received after the first input; determining by the control circuit a time difference between the first input and the second input; determining by the control circuit a delay period to delay activation of the grade crossing warning system, an amount of the delay period being based on the time difference; receiving by the control circuit a third input from a track occupancy circuit configured to detect a presence of the train in an inner approach; and delaying by the control circuit activation of the grade crossing warning system by the delay period following receipt of the third input. 2. The method of claim 1 , wherein the first input is received from a track occupancy circuit configured to detect a presence of a train in the outer approach, the first input indicating that a train is present in the outer approach. 3. The method of claim 1 , wherein the second input is received from the track occupancy circuit configured to detect a presence of a train in the outer approach, the second input indicating that a train is not present in the outer approach. 4. The method of claim 1 , wherein the second input is received from a track occupancy circuit configured to detect a presence of a train in the inner approach, the second input indicating that the train is present in the inner approach. 5. The method of claim 1 , wherein the first input is received from a track circuit configured to detect the presence of a train anywhere in the outer or the inner approach, the first input indicating that a train is present in the outer or inner approach. 6. The method of claim 1 , wherein the delay period is determined using the time difference as an index to a lookup table. 7. The method of claim 1 , wherein the delay period is determined by calculating a function using the time difference as a parameter. 8. The method of claim 1 , wherein the delay period is determined by comparing the time difference to a plurality of thresholds to identify a minimum threshold reached by the time difference and selecting the delay period associated with the minimum threshold. 9. A control circuit for controlling a grade crossing warning system, the grade controller comprising: a processor; an interface; and a memory; wherein the processor is configured to receive a first input indicating that a train has reached a point at a start of an outer approach; receive a second input indicating that a train has reached a point at an end of an outer approach, the second input received after the first input; determine a time difference between the first input and the second input; determine a delay period to delay activation of the grade crossing warning system, an amount of the delay period being based on the time difference; receive a third input from a first track occupancy circuit configured to detect a presence of the train in an inner approach; and delay activation of the grade crossing warning system by the delay period following receipt of the third input. 10. The control circuit of claim 9 , further comprising a timer connected to the processor, wherein the processor is configured to determine the time difference using the timer. 11. The control circuit of claim 9 , wherein the processor is configured to determine the time difference by storing a time when the first input is received in a memory and calculating the difference between the time stored in the memory and the time at which the second input is received. 12. The control circuit of claim 9 , wherein the first track occupancy circuit is an alternating current track circuit. 13. The control circuit of claim 9 , wherein the first track occupancy circuit is an alternating current overlay track circuit. 14. The control circuit of claim 13 , wherein the first track occupancy circuit comprises a receiver and a transmitter, and wherein the transmitter is connected to receive a signal from a second track occupancy circuit configured to detect a presence of the train in the outer approach, and to transmit a first code if the signal from the second track occupancy circuit indicates that a train is present in the outer approach and to transmit a second code if the signal from the second track occupancy circuit indicates that a train is not present in the outer approach. 15. The control circuit of claim 9 , wherein the second track occupancy circuit is an alternating current overlay track occupancy circuit configured to detect a presence of the train in the outer approach. 16. The control circuit of claim 14 , wherein the controller is configured to receive the first input from a second track occupancy circuit, the first input indicating that a train is present in the outer approach. 17. The control circuit of claim 16 , wherein the controller is configured to receive the second input from the first track occupancy circuit, the second input indicating that a train is present in the inner approach.
using track-circuits, closed or short-circuited by train or using isolated rail-sections · CPC title
Use of alternating current · CPC title
Use of coded current · CPC title
Supervision, e.g. monitoring arrangements · CPC title
Timing, e.g. advance warning of approaching train · CPC title
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