Easy ain’t easy. Sounds like something said by cultural catchphrase artist and legendary baseball player Yogi Berra, but it sums up a conversation I had at a recent tradeshow in Atlanta.
Machine vision sensors in today’s factory produce massive amounts of data. Edge computing through acceleration is a smart solution to handling these large datasets.
Hannover Messe USA 2018 featured four main trade shows: Integrated Automation, Motion & Drives USA (IAMD USA) for industrial automation, power transmission and fluid technology; ComVac USA for compressed air and vacuum technology; Industrial Supply USA for industrial subcontracting and supply-chain solutions; and Surface Technology USA for surface treatment and finishing technologies.
AI (Artificial Intelligence), sensorization, connectivity, and IoT (Internet of Things) will be key to optimizing productivity. However, they are currently being held back by conservative attitudes toward data management and connecting machines. This will change as the market pressure mounts.
Manufacturers typically use two different techniques to assess part conformance and process control: either in-process gaging or final inspection. In-process gaging is measuring the part while it is still in the process of being manufactured and using that data to, sometimes, adjust the process, other times for part conformance.
Like many others, the word trend has evolved and changed in meaning over time. Some 400 years ago trend meant “to run or bend in a certain direction” and pertained to natural occurrences like rivers, coastlines and mountain ranges.