Posted on: 12 Dec 2018
The rise of artificial intelligence in manufacturing
The manufacturing sector is being completely revolutionized by the rise of artificial intelligence. Take the example of the FANUC plant, in Oshino, Japan. The town, according to Forbes, is home to 9,000 people, and at any given year, the robots manufactured at that plant outnumber the humans by roughly seven to one. The FANUC plant is one of a kind where 24/7 production is a reality and advanced AI oversees the production of computerized offspring capable of machine learning and computer vision.
We are currently in the age of Industry 4.0, which is marked by a significant transformation in the way we produce products through the digitization of manufacturing processes. Industry 4.0, as the name suggests, is the fourth age of manufacturing that we are in. The first, the Industrial Revolution, resulted from mechanization by harnessing water and steam energies; the second from the development of mass production and assembly lines using electricity; and the third from the adoption of computers and automation into mass production. Industry 4.0 expands upon the third age of manufacturing by adding systems fueled by data, machine learning, and AI algorithms.
Smart Maintenance and Quality 4.0
AI algorithms and artificial neural networks are now being used in predictive maintenance to save billions of dollars in manufacturing processes. Downtime can cost manufacturers up to an estimated $50 billion annually, and equipment failure is the cause of 42% of unplanned downtime. But customers want their products to be faultless despite the extremely short time-to-market expectations. This has given rise to the use of AI algorithms to identify production issues that have the potential to impact quality, such as deviations from recipes, and subtle abnormalities in machine behavior. Quality 4.0 will ensure that production teams have all the data they need to develop products and processes in a tactical and efficient manner.
Industrial AI Is the Present and the Future
Stephen Ezell at the Information Technology and Innovation Foundation had this to say,
If you’re stuck to the old way and don’t have the capacity to digitalize manufacturing processes, your costs are probably going to rise, your products are going to be late to market, and your ability to provide distinctive value-add to customers will decline.
Adapting AI to the manufacturing sector is the only way to stay in a competitive market that is looking for the perfect product and not willing to wait for it. Generating accurate reports on the condition of manufacturing machines, AI algorithms can alert you to downtimes before they even occur. Our prediction is that investment in AI will only increase in the coming years. With advances in machine learning, manufacturers can simply input design goals and other parameters into generative design software and find solutions for product design in a matter of days.
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