基于数据中台的火电机组工业数据治理技术研究

Research on Industrial Data Governance Technology for Thermal Power Units Based on Data Platform

本文旨在研究基于数据中台的火电机组工业数据治理技术,通过对火电机组工业数据的采集、管理和优化,提高数据的质量和可靠性,为工业生产和决策提供可靠的数据支持。首先,对数据中台的概念和作用进行了阐述,指出数据中台作为数据管理和服务的枢纽,对工业数据的治理具有重要意义。其次,针对工业数据的特点和需求,提出了基于递推平均滤波算法的数据治理方法,包括数据采集流程和数据治理流程。最后,通过实验数据分析验证了该方法的有效性。结果表明,所提技术在工业数据治理中具有显著的效果和应用前景。数据中台的建设和工业数据治理技术的应用,能够有效提高工业数据的管理和利用效率,对工业生产和管理具有重要意义。

The purpose of this paper is to study the thermal power unit industrial data governance technology based on data middle office,which improves the quality and reliability of data through the collection,management and optimization of thermal power unit industrial data,and provides reliable data support for industrial production and decision-making.Firstly,the concept and role of data middle office are elaborated,pointing out that data middle office,as the hub of data management and service,is of great significance to the governance of industrial data.Second,the data governance method based on recursive average filtering algorithm is proposed for the characteristics and needs of industrial data,including the data collection process and data governance process.Finally,the effectiveness of the method is verified through experimental data analysis.The results show that the proposed technology has significant effects and application prospects in industrial data governance.The construction of data center and the application of industrial data governance technology can effectively improve the management and utilization efficiency of industrial data,which is of great significance to industrial production and management.