Machine vision quality assurance systems have excelled at automating the location, identification, and inspection of manufactured components through computational image analysis.

It all started with the wheel. Moving things, and ourselves, across distances became easier and more efficient with the wheel. Over the centuries, we progressed from carts we pushed ourselves to wagons pulled by animals we domesticated and trained.

Although automotive parts suppliers use a variety of testing equipment to conduct a wide range of tests and inspections—and within specific tolerances, which warrant highly precise tools and processes—original equipment manufacturers have refined these inspection practices over the course of decades.

I hopped into my rental car in Fort Lauderdale, impressed with how much the whole process of renting a vehicle has improved from the days when it felt like you were signing your life away for a few days of local transportation.

The Knapheide Manufacturing Company of Quincy, IL, is a leader in the North American utility truck body market, so when they adopt manufacturing and testing procedures, the industry takes note.

The heavy trucking industry is defined by the many industry and regulatory standards it relies on to ensure safety, quality and reliability. Among the most notable is International Standards Organization (ISO) Technical Standard 16949 for quality management, which as adopted by the International Automotive Task Force (IATF) is known as IATF 16949.