Smart Life Cycle Monitoring for Sustainable Maintenance and Production – An example for Selective Laser Melting Machine

作     者：Uhlmann, Eckart Pontes, Rodrigo Pastl Laghmouchi, Abdelhakim Geisert, Claudio Hohwieler, Eckhard 

作者机构：Fraunhofer Institute for Production Systems and Design Technology – IPK Berlin Germany Institute for Machine Tools and Factory Management IWF - Technische Universität Berlin Germany 

出 版 物：《Procedia Manufacturing》 (Procedia Manuf.)

年 卷 期：2017年第11卷

页      面：711-717页

主　　题：data analysis life cycle monitoring selective laser melting Smart linking 

摘      要：Smart linking, evaluation and provision of information over the life cycle of a product are becoming growingly important. The use of information extracted from combination of monitoring data, product data, maintenance information, and from product utilisation data can increase the availability of production machines and reduce the costs and resources cause by machine downtime. Especially for new manufacturing technologies such as Selective Laser Melting, the storage and management of such information are crucially important to develop knowledge and improve the quality of the machines and their products. By acquiring data from the machine, processing them and calculating proper key performance indicators, the critical region where the failures are most commonly found and the critical subsystems responsible for the failures are identified. Moreover, using the historical data, the tolerances for those subsystems can be defined. © 2017 The Authors