smartROLL Project Revolutionizes Precision Part Manufacturing with AI and Rolling Tech
A new research project called smartROLL is aiming to improve the production of precision parts through advanced rolling technology. The initiative focuses on enhancing quality and efficiency in manufacturing, particularly for components used in hydrogen technology. Partners from industry and research have joined forces to develop smarter, more cost-effective solutions for rolling processes. The smartROLL project is working on inline monitoring and evaluation of process parameters during the rolling of high-precision parts. By using data fusion methods, the team combines and analyses sensor data to create a detailed overview of machine and process conditions. This real-time information is then integrated into the machine's control system, allowing for adaptive adjustments and better process control.
One key innovation involves replacing traditional press tools with roller line contact. This approach reduces forming forces and enables a more compact and affordable system. Rolling tools, which cost between 40 and 50 percent less than conventional pressing tools, make the technology more accessible for manufacturers. The project also incorporates mathematical models of hollow roll embossing into a machine learning-based diagnostic system. These models help refine the process, improving both product quality and overall system effectiveness. The focus includes enhancing the production of bipolar plates, which are critical for hydrogen fuel cell technology. The initiative is co-financed by public funds and involves collaboration with industry partners such as Profiroll Technologies GmbH, Autez GmbH, and TIQ Solutions GmbH. Their combined expertise supports the development of more efficient and safer rolling processes.
The smartROLL project aims to deliver better product quality, increased system efficiency, and improved operational safety. By integrating real-time data and adaptive controls, the technology could set new standards in precision rolling. The reduced cost of rolling tools may also encourage wider adoption in industrial manufacturing.
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