Dynamic anomaly localization of utility pole wires
Systems and methods for performing the dynamic anomaly localization of utility pole aerial/suspended/supported wires/cables by distributed fiber optic sensing. In sharp contrast to the prior art, our inventive systems and methods according to aspects of the present disclosure advantageously identify a “location region” on a utility pole supporting an affected wire/cable, thereby permitting the identification and reporting of service personnel that are uniquely responsible for responding to such anomalous condition(s).
1. A method for the dynamic anomaly localization of utility pole wires, said method comprising:
providing a distributed fiber optic sensing system (DFOS), said system including
a length of aerial optical fiber, said aerial optical fiber suspended from a plurality of utility poles; and
a DFOS interrogator and analyzer in optical communication with the length of optical fiber;
wherein each of the plurality of utility poles suspends in addition to the aerial optical fiber additional utility wires/cables including electrical power wires and telecommunications cables;
said method comprising:
operating the DFOS system and generating a trained model in response to DFOS signals received during operation;
operating the DFOS system and upon detecting an anomaly, using the trained model to determine the location on particular utility pole(s) of wire(s) affected by the anomaly; and
reporting the anomaly to an appropriate responder organization.
2. The method of claim 1 further comprising determining from the location on the utility pole(s) whether the wire(s) affected by the anomaly are electrical power wires/cables or telecommunications wires/cables.
3. The method of claim 2 further comprising determining from the location on the utility poles whether the wire(s) affected by the anomaly are primary electrical wire(s), secondary electrical wire(s) or neutral electrical wires.
4. The method of claim 3 further comprising determining from data stored in a cloud storage system global positioning system (GPS) locations of at least two utility pole(s) closest to the anomaly detected.
5. The method of claim 4 wherein the generated model includes linear model trees.
6. The method of claim 5 wherein said generation of a trained model is performed using data generated in response to mechanical impacts made to the plurality of utility poles.
7. The method of claim 6 wherein the primary wires, secondary wires, and telecommunications wires are aerially suspended on the plurality of utility poles at different respective heights.
8. The method of claim 7 wherein the telecommunications cables include telephone and cable television wires/cables.