Management of parameters of the functioning of engineering systems of the building object based on algorithmic data analysis

21st International Scientific Conference on Advanced in Civil Engineering "Construction - The Formation of Living Environment"

土木建筑工程

Andreeva, Anastasia^1 ; Chelyshkov, Pavel^1

Moscow State University of Civil Engineering, Yaroslavskoye Shosse, 26, Moscow

129337, Russia^1

关键词: Building management;    Building systems;    Construction of models;    Engineering systems;    Intellectual data analysis;    Pilot operations;    Relational Database;    Unstructured data;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/365/2/022041/pdf
DOI  :  10.1088/1757-899X/365/2/022041

学科分类：土木及结构工程学

来源: IOP

【 摘 要 】

This article presents two types of data analysis, that can be used for processing building management data. Classical and intellectual. Classical analysis presents hard preset algorithmic data analysis, that can be more useful if structure of data is homogeneous and cannot be changed. Intellectual data analysis can be used if we have extremely large unstructured data sets. Data mining is becoming more and more relevant in modern world. Also, this paper presents an example of possible simple data storage in relational database Oracle and getting values from low-level devices method. The information obtained as a result of the data analysis(mostly intellectual) can be used for predicting future deviations and developing warning correcting algorithms, optimization and synchronization of building systems, development, research, construction of models, testing and pilot operation of the best scenarios of interaction between the building's engineering systems and the impact of these scenarios on the life cycle of the building.