输入信号重要度估计的DCS历史数据分析

E. Arakelyan, M. Sultanov, I. Boldyrev, Y. Gorban, K. V. Evseev
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引用次数: 2

摘要

本文对工艺参数数据进行处理和分析,进一步估计输入信号的显著性。本文介绍了从分布式控制系统软硬件复杂历史数据库中检索数据的方法,并结合实例给出了数据格式化和处理的算法。研究解决了输入信号对火电厂技术经济指标的影响问题。描述了所选择的数据分析工具,并给出了用于说明数据的图表。介绍了一种新的参数和参数组可视化方法。提出了实现数据库交互和数据分析自动化的可能途径。
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Analysis of the DCS Historical Data for Estimation of Input Signal Significance
The paper is on technological parameters data processing and analysis for further input signal significance estimation. In the paper the data retrieving from distributed control system software and hardware complex historical database is described and the algorithm of data formatting and processing is presented along with the examples. The problem of input signal impact on thermal power plant technical-and-economic indices is addressed in the research. The chosen data analysis tools are described and the plots and diagrams used to illustrate the data are presented. The novel parameter and group of parameters visualization approach is introduced. The possible ways of automating the database interaction and data analysis are proposed.
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