Method for controlling the consistency of an arc welding process by monitoring welding voltage to determine weld droplet detachment
View Patent ↗A method is provided for monitoring and controlling the process consistency of an arc welding process. The weld voltage signal is monitored and analyzed to determine the occurrence of the detachment of a weld droplet. The weld droplet detachment is determined via statistical techniques as having occurred at a normal interval following a prior detachment indicating consistent weld process or as a sporadic detachment having occurred at an irregular interval with respect to the prior detachment and indicating inconsistent weld process. The weld process is adjusted by controlling the weld process variables to maximize the predominance of droplet detachment at normal intervals and minimize the occurrence of the sporadic detachments.
1. A method for monitoring and controlling a process stability of a weld process in which weld wire is fed through an electrode at a wire feed rate, a shielding gas is provided at a flow rate, and a voltage signal is applied to the electrode to create an arc and detach weld droplets from the weld wire comprising:
monitoring the weld process by measuring the voltage signal and passing only the measured voltage signal through a filter to eliminate noise;
analyzing the measured and filtered voltage signal to determine an occurrence of a voltage peak;
further analyzing the measured and filtered voltage signal to distinguish between a voltage peak caused by a weld droplet detachment detaching from the weld wire and a voltage peak of a spurious voltage fluctuation caused by other factors than a the weld droplet detaching from the weld wire, said further analyzing including plotting the voltage peaks and identifying those voltage peaks that have the generally greater slope as being the voltage peaks caused by the weld droplet detaching from the weld wire;
classifying each weld droplet detachment as having occurred at the normal interval following the prior weld droplet detachment or as the sporadic weld droplet detachment having occurred at an irregular interval with respect to the prior weld droplet detachment;
and controlling the weld process by adjusting at least one of the wire feed rate of the weld wire, the flow rate of the shielding gas, and the voltage signal applied to the electrode, to maximize a predominance of the weld droplet detachments at normal intervals and minimize the occurrence of the sporadic weld droplet detachments occurring at the irregular interval with respect to the prior weld droplet detachment.
2. The method of claim 1 further characterized by using a modified edge detector algorithm to further discriminate the measured and filtered voltage peaks caused by the weld droplet detachment from the measured and filtered voltage peaks caused by the other factors.
3. The method of claim 1 further comprising using an expectation maximization to classify the each weld droplet detachment as having occurred at the normal interval following the prior weld droplet detachment or as the sporadic weld droplet detachment having occurred at the irregular interval with respect to the prior weld droplet detachment.
4. The method of claim 1 further comprising using statistical techniques including a modified edge detector algorithm to further discriminate the measured and filtered voltage peaks caused by the weld droplet detachment from voltage peaks caused by the other factors and an expectation maximization to classify the each weld droplet detachment as having occurred at the normal interval following the prior weld droplet detachment or as the sporadic weld droplet detachment having occurred at an irregular interval with respect to the prior weld droplet detachment.