b'\x1b\x1a\x19 \x1f\x18\x1d\x17\x16Machine TechnologyAs for the acoustic option, Schla- these image and label pairs, and itdifficulties involved in hooking it up genhauf said, its very hard for alearns what a defect looks like. to a programmable logic controller user to find small defects in this sig- If evaluation of image data showsor other external hardware devices. nal. Finding small defects is very im- that action is needed, KITs systemThe computer, he said, would allow portant because they indicate thatautomatically informs a user. Heusers to do whatever they want with the component will fail in the nearsaid there are different options forinformation from the systemfor future. handling information from the sys- example, to display information or He said the automatic KIT systemtem. One is to supplement the sys- use it in their manufacturing execu-is much better at finding small de- tem with its own computer, whichtion or enterprise resource planning fects than acoustic- or motor cur- would eliminate implementationsystems.rent-based systems. In developing its system, Schla-The image data is easy to in- genhauf said KITs primary objective terpret because you can actuallyabout the authoris to further research efforts aimed at see what happens on the surfaceunderstanding wear-related defects of a ballscrew, Schlagenhauf said.William Leventonin the surfaces of ballscrews and When you see something in anis a contributingother machine tool components. image, you can label this image andwriter for CTE.Secondarily, the institute would like give the image and label to the ma- Contact him atto commercialize the technology in 609-926-6447 chine-learning model. The modelor wleventon@ some form. At this point, however, is trained using a large number ofgmail.com. its not entirely clear how companies PRECISION MEETS INNOVATIONTHE NEW VLASER 270 BY VOLLMERWith the new VLaser 270, VOLLMER have extended the range of solutions for your tool manu-facturing operation. In addition to the VOLLMER portfolio of grinding and erosion machines, VOLLMER now has a further technology for machining ultra-hard materials such as PCD, CVD-D and MCD. Hightest flexibility, best quality and surface finish. New solutions combined with reliable precision: Simply VOLLMER.www.vollmer-group.comVLaser 270Tool Sharpening Machine VOLLMER OF AMERICA CORP. // PITTSBURGH, PA 15275 // +1 412 278 0655 16JULY 2020 MachineTech.indd 16 6/16/20 9:40 PM'