Performing consumable diagnostics via spectral analysis
A method of determining wear/degradation levels of a consumable assembly of a welding/plasma torch may utilize a controlled sound signal in order to determine an acoustic profile or full spectral audio analysis dataset of the consumable assembly that facilitate the identification of patterns that correlate to certain wear/degradation levels of the consumable assembly. The full spectral audio analysis dataset may be obtained by subjecting a given consumable assembly to a controlled sound signal between operations and as the consumable assembly degrades over time. The full spectral audio analysis may serve as a wear/degradation profile over the life of the given consumable assembly. With a full dataset known for a particular consumable assembly model, an acoustic profile of another consumable assembly of the same model may be obtained and compared to the full dataset in order to identify the wear/degradation level of the tested consumable assembly.
1 . A system comprising:
an acoustical capturing device; and
an acoustic analysis processor configured to:
compare a resonance frequency of acoustic signals captured by the acoustical capturing device to a baseline resonance frequency, wherein the acoustic signals are generated by a plasma torch consumable; and
determine an amount of wear and/or a defect of the plasma torch consumable based on a change in the resonance frequency of acoustic signals captured by the acoustical capturing device from the baseline resonance frequency.
2 . The system of claim 1 , wherein the baseline resonance frequency is based on a plurality of iterations of acoustic signals captured by the acoustical capturing device.
3 . The system of claim 1 , wherein the acoustic signals are iteratively captured after successive uses of the plasma torch consumable; and
wherein the acoustic analysis processor is further configured to compile the acoustic signals into a spectrogram representative of wear levels of the plasma torch consumable over a life of the plasma torch consumable.
4 . The system of claim 3 , wherein the acoustic analysis processor is configured to determine the amount of wear of the plasma torch consumable by comparing an additional acoustic signal captured by the acoustical capturing device to the spectrogram of the plasma torch consumable.
5 . The system of claim 1 , further comprising an enclosure for receiving the acoustical capturing device and the plasma torch consumable.
6 . The system of claim 1 , wherein the acoustic signals are generated via a gas flowing between a nozzle and an electrode of the plasma torch consumable for discharge via an orifice of the nozzle, wherein the electrode is configured to initiate and stabilize an arc for plasma cutting.
7 . A method comprising:
directing, via an acoustical output generating device, an acoustic signal to interact with a plasma torch consumable,
detecting, via an acoustical capturing device, the acoustic signal after the acoustic signal interacts with the plasma torch consumable; and
determining, via an acoustic analysis processor, an amount of wear and/or a defect of the plasma torch consumable based on the acoustic signal detected by the acoustical capturing device after the acoustic signal interacts with the plasma torch consumable.
8 . The method of claim 7 , wherein the acoustic signal is indicative of a size and/or a shape of a nozzle and/or of an electrode of the plasma torch consumable.
9 . The method of claim 7 , further comprising directing the acoustic signal as part of a sweep through a range of frequencies and/or waveforms.
10 . The method of claim 7 , wherein detecting the acoustic signal comprises capturing amplitudes of the acoustic signal over a range of resonance frequencies and/or waveforms.
11 . The method of claim 7 , further comprising performing analysis iterations of the plasma torch consumable to determine a spectral analysis of the plasma torch consumable over a life of the plasma torch consumable.
12 . The method of claim 11 , wherein each analysis iteration comprises:
performing a cutting operation with the plasma torch consumable;
detecting an iterative acoustic signal via the acoustical capturing device, the iterative acoustic signal being generated by flowing a gas between a nozzle and an electrode of the plasma torch consumable after completion of the cutting operation; and
determining whether the amount of wear of the plasma torch consumable has reached a predetermined amount of wear.
13 . The method of claim 12 , wherein, upon determining that the plasma torch consumable has reached the predetermined amount of wear, the method further comprises:
compiling the iterative acoustic signals from the analysis iterations into a spectrogram via the acoustic analysis processor.
14 . The method of claim 13 , wherein the acoustic signal is a first detected acoustic signal and the plasma torch consumable is a first plasma torch consumable, the method further comprising:
comparing, via the acoustic analysis processor, a second detected acoustic signal of a second plasma torch consumable to the spectrogram to determine an amount of wear of the second plasma torch consumable.
15 . The method of claim 7 , comprising replacing the plasma torch consumable with a new plasma torch consumable in response to determining that the plasma torch consumable has reached a predetermined amount of wear.
16 . An apparatus comprising:
an acoustical output generating device configured to generate an acoustic signal and output the acoustic signal to a plasma torch consumable to cause the acoustic signal to interact with the plasma torch consumable;
an acoustical capturing device configured to receive the acoustic signal after the acoustic signal interacts with the plasma torch consumable; and
a processor configured to:
determine an amount of wear and/or a defect of the plasma torch consumable based on the acoustic signal received by the acoustical capturing device after the acoustic signal interacts with the plasma torch consumable.
17 . The apparatus of claim 16 , wherein the processor is configured to determine the amount of wear and/or the defect of the plasma torch consumable by analyzing a resonance frequency of the acoustic signal.
18 . The apparatus of claim 16 , wherein the acoustical output generating device comprises a speaker.
19 . The apparatus of claim 16 , wherein:
the acoustical output generating device is configured to generate and output a plurality of generated acoustic signals at a first period of time and a second period of time;
the acoustical capturing device is configured to:
receive a first plurality of resulting acoustic signals resulting from an interaction between the plurality of generated acoustic signals and the plasma torch consumable during the first period of time; and
receive a second plurality of resulting acoustic signals resulting from an interaction between the plurality of generated acoustic signals and the plasma torch consumable during the second period of time; and
the processor is configured to:
generate a first signature based on the first plurality of resulting acoustic signals;
generate a second signature based on the second plurality of resulting acoustic signals; and
determine the amount of wear and/or the defect of the plasma torch consumable based on a difference between the first signature and the second signature.
20 . The apparatus of claim 19 , wherein the plurality of generated acoustic signals comprises a sweep through sinusoidal frequencies.