Research on Integrated Management of Coal Mine Mechanical and Electrical Equipment Data Based on Big Data Platform
With the widespread application of the Internet of Things and cloud computing technology,coal mining is developing towards informatization and intelligence.However,traditional coal mine data centers are no longer able to meet the needs of smart coal mine construction due to the large and scattered data management challenges.This article selects Hadoop as the technical platform for coal mine equipment data management,including key links such as data collection,cleaning,transmission,and storage.By using the OPC UA protocol and OPC server to complete data collection,and using MapReduce based methods for data cleaning,as well as a low latency data transmission architecture based on Redis,the real-time data and system reading performance are ensured,providing new ideas and technical support for the construction of smart coal mines.
big data platformcoal mine mechanical and electrical equipmentdata integrationstate assessment
万方数据
维普
