At a communiqué, the expertise of KUKA, Device Insight and Sentian discussed the future of manufacturing and, showed how industrial companies can increase efficiency, product quality and revenue by linking artificial intelligence and the Internet of Things.
When it comes to combining artificial intelligence and IoT, the industry has so far clearly focused on predictive maintenance. “A mistake,” says Dr. Christian Liedtke, Head of Strategic Alliances at KUKA. “If companies focus exclusively on predictive maintenance, they can only achieve better availability of a single machine, which shouldn’t fail anyway.” What end-users are really interested in is generating more revenue. “To achieve this, however, all those involved in the process must work better together and, individual processes must interlock seamlessly.”
Holistic optimization of production is the combination of artificial intelligence and the Internet of Things to form an “Artificial Intelligence of Things” (AIoT), as created by KUKA subsidiary Device Insight and AI specialist Sentian. The aim is, to continuously reduce deviations from the optimum within a manufacturing process and to automate improvements. As initial applications of AIoT show, it is precisely the fine, adjustments of industrial production that can exploit the enormous potential to increase the quality of goods produced and overall yield. According to McKinsey, this will enable an increase in efficiency of up to 30%. The key is, therefore, to synchronize AI and IoT technologies.
Martin Dimmler, Business Development and Solutions Lead Cloud & AI, Device Insight said: “If you think of AI as the brain of Industry 4.0, the Internet of Things functions like the nervous system in the body of a factory. Only when both systems work together, i.e., when well-prepared data is applied in large quantities to state-of-the-art machine learning methods, can the full potential of AIoT be exploited.”
This is why IoT pioneer Device Insight has joined forces with the Swedish AI specialist Sentian. Together, they are now able to accompany companies on the way to intelligent production – away from individual solutions and selective improvements, such as those possible with predictive maintenance, and towards a holistically optimized smart factory.
Martin Rugfelt, CEO, Sentian said: “In 10 to 15 years, artificial intelligence will be in every production process. In fact, AI is already important for many industrial companies. It can reduce energy consumption in the chemical industry, cut waste in the pharmaceutical industry, handle variation in paper production or optimize production lines in discrete manufacturing. For example, JUMO, a German manufacturer of automation and sensor technology, has been able to increase the proportion of its sensors in the highest quality class by 8%.”