Which technologies should companies rely on in 2020 to future-proof themselves? Automation and robotics expert Omron has compiled the most important robotics and AI trends of the coming year to provide answers.
According to Omron's forecast Artificial intelligence (AI) 2020 reach the next level: New practical solutions for industrial automation should focus on this, complement human intelligence and skills, AI then becomes Augmented Intelligence. In addition, the focus should increasingly be on how AI can be used concretely and efficiently on the factory floor and at the same time support sustainability. The focus is on solutions that Providing measurable support for employees in industrial automation, but also improve decision-making and operational efficiency.
According to Omron, companies should keep an eye on the following AI developments in robotics and industrial automation in 2020:
Machine data generated „at the edge“
A new generation of employees in the field of industrial automation will be required more frequently than ever before. change the workplace. The latest developments in the factories are focussed on the Generation and collection of in-depth knowledge and data insights at machine level - i.e. „at the edge“. The machine can learn from its human operators and subsequently improve performance. AI-controlled technology, or machine learning, makes it possible to predict both product and device faults, utilising data collected from devices in the Industrial Internet of Things (IIoT) are generated. By analysing combined data, users can quickly predict potential machine failures in order to avoid malfunctions and a deterioration in product quality.
Efficiency improvements through self-learning algorithms
AI and learning algorithms can help machine operators to achieve the best result with every changeover. Innovative control technology also supports employees in working hand in hand with robots and machines in order to Manufacturing Excellence to achieve. This is achieved by utilising a wide range of factory automation equipment that enables IIoT-enabled production or implements optimal AI algorithms in the equipment. Control systems equipped with AI are designed to recognise signs of irregularities immediately. AI algorithms for machine automation control enable it to learn the repeated movements of devices from precise sensor data. This in turn provides feedback for condition monitoring and the real-time control of machines.
Optimised decision-making based on visualised data
Industry 4.0 and IIoT enable the precise recording of historical data. However, many AI projects have problems with the visualisation of new data. Predictive maintenance and control solutions (predictive maintenance), such as Omron's new Sysmac AI controller, can synchronise the control functions of production lines and systems with AI processing in real time. Without this automation, machine designers and operators would have to invest in developing their own analysis and optimisation options.
Sustainable technology
AI-supported collaborative robots (cobots) will become increasingly important in 2020 and beyond to create healthy and safe living and working conditions that are less harmful to the environment. Omron helps companies achieve more sustainable working conditions in factories with its portfolio of robots and AI. Assembly and disassembly robots play an important role here. The new generation of robots can learn from machine operators (sensing). They can work with the Omron TM Cobot (Control) work together on a circular production line. They collect intelligent and intuitive data about their actions, evaluate the data with the help of algorithms, advise the employee on the next steps and implement them. Efficient processes for every changeover (Think).
„Solutions that contribute to integrated, intelligent and interactive production are the key to Omron's „innovative automation“ concept. Together with our customers, we want to make the efficient and sustainable factory of the future, in which robots, AI and employees work together in harmony, a reality,“ says Tim Foreman, European R&D Manager Omron Europe. „With the help of state-of-the-art sensor, control and robotics solutions, we can achieve remarkable increases in efficiency and at the same time implement artificial intelligence in production.“
Source: Omron
