Design and Implementation of State Detection System Based on Big Data

With the development of technology, demands of safety operation get more and more higher. In order to avoid system failure and reduce the maintenance cost, applying state detection technology to monitor system’s operation state in real time becomes more and more important. A big data state detection method which based on multi-scale analysis was proposed. It can realize the operation monitoring of equipment. Besides, at the hardware level, edge computing platforms with different performance were designed, such as raspberry computing module, F1C100S and STM32F series, which could collect equipment operation data via 4G or 5G networks, compute operation status. At present, the condition monitoring platform runs stably and has achieved good results.