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burn-off rate, arc stability and arc rooting. It is therefore desirable that the mean
                           current is constant and stable.           Sensors for Welding Robots  101

                           By selecting suitable statistical detection algorithms a change in the weld condition
                           can  be  detected that produces decreased  quality. This can  be combined  with a
                           decision function that accumulates over time and produces a weld error alarm after
                           a preset threshold value, defined case by case.



                           3.10 Discussion

                           In general, applying sensors to  measure parameters at the welding  process is a
                           difficult task as the process environment is a challenge to apply sensors in with
                           high temperature, liquid metal, high current, spatter, etc. Due to this, it is common
                           that parameters which we can observe by sensors are not the same as we want to
                           control. Thus, a simple feed-back control is often  not  adequate  or  possible to
                           obtain. Instead, models must be developed that map the observable parameters to
                           proper actions within a model based control concept that focuses on relevant issues
                           defined within a welding specification procedure. Here, productivity and quality
                           measures should be defined together with nominal data to produce the weld (weld
                           joint data, weld data for the welding power source and for the robot). Therefore, to
                           utilize fully the information from sensors, a model based control should be applied
                           together with welding procedure  specifications  that  are defined  with  robotized
                           welding and model based control in mind.

                           Seam tracking sensors are the most commonly used sensor  systems in  robotic
                           welding.  In general, two types of  seam trackers exist, laser triangulation  based
                           scanners and through arc trackers which need a weaving motion of the weld torch
                           during welding.  Although laser based  sensors  have a  better performance with
                           respect to accuracy and resolution, the choice is not obvious in a real case. The
                           through  arc sensor works only  during  welding and can  only measure  anything
                           through the arc and hence, the operating “scan” is equal to the weaving amplitude.
                           This is critical for the run-in sequence of a weld using the sensor. However, the
                           sensor detects the weld right at the weld arc with reasonable accuracy, although not
                           all joints can  be  detected in a proper  way compared to  a laser sensor which is
                           mounted in front  of the welding torch and thus takes up some space and also
                           requires being in line with the weld joint during welding. In addition to this rather
                           scattered picture, the price of the two most frequently used seam-tracking sensors
                           are quite different; the through-arc sensor  is a low cost sensor while the laser
                           sensor is to  be considered  as rather expensive. Thus, in reality the choice is
                           dependent on many interacting factors within the specification of the task to be
                           performed.

                           Monitoring systems are for the most part used in production where high quality is
                           required. They provide in general the necessary means to work in real time with
                           quality assurance and, if needed, stop the welding operation if the weld is found to
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