Fault Detection and Analysis of Heating System Electrical Equipment Based on Digital Monitoring Technology
In order to realize real-time monitoring and fault detection of heating system electrical equipment operation status,this study proposes a solution based on digital monitoring technology.The thesis firstly describes the concept,composition and advantages of digital monitoring technology,and classifies and analyzes the typical electrical equipment failure modes of heating system.Then,the application of digital monitoring technology in the fault detection of electrical equipment of heating system is described in detail,including the selection and arrangement of sensors,the architecture of data acquisition and processing system,and the design of fault detection and diagnosis algorithms.By constructing the pump experimental platform and setting up typical fault modes,the monitoring characteristics under different faults are tested by comparing the knowledge base method,FFT analysis and SVM algorithm.The results show that the proposed method based on digital monitoring technology can accurately identify various heating system electrical equipment faults,and the experiment verifies the effectiveness of the method.The study provides a reference for improving the reliability of heating system and realizing the intelligence of condition detection.
digital monitoring technologyheating systemelectrical equipmentfault detection