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智能建筑:关于数据驱动型建筑管理系统的全面系统文献综述

Smart Buildings: A Comprehensive Systematic Literature Review on Data-Driven Building Management Systems.

作者信息

Taboada-Orozco Adrian, Yetongnon Kokou, Nicolle Christophe

机构信息

K.I.D.S A.I'S, 14 Rue du Golf, 21800 Quetigny, France.

CIAD Laboratory, University of Burgundy, 21000 Dijon, France.

出版信息

Sensors (Basel). 2024 Jul 7;24(13):4405. doi: 10.3390/s24134405.

Abstract

Buildings are complex structures composed of heterogeneous elements; these require building management systems (BMSs) to dynamically adapt them to occupants' needs and leverage building resources. The fast growth of information and communication technologies (ICTs) has transformed the BMS field into a multidisciplinary one. Consequently, this has caused several research papers on data-driven solutions to require examination and classification. This paper provides a broad overview of BMS by conducting a systematic literature review (SLR) summarizing current trends in this field. Unlike similar reviews, this SLR provides a rigorous methodology to review current research from a computer science perspective. Therefore, our goal is four-fold: (i) Identify the main topics in the field of building; (ii) Identify the recent data-driven methods; (iii) Understand the BMS's underlying computing architecture (iv) Understand the features of BMS that contribute to the smartization of buildings. The result synthesizes our findings and provides research directions for further research.

摘要

建筑物是由异质元素组成的复杂结构;这些结构需要建筑管理系统(BMS)来使其动态适应居住者的需求并利用建筑资源。信息和通信技术(ICT)的快速发展已将建筑管理系统领域转变为一个多学科领域。因此,这导致了几篇关于数据驱动解决方案的研究论文需要进行审视和分类。本文通过进行系统的文献综述(SLR),总结该领域的当前趋势,对建筑管理系统进行了全面概述。与类似的综述不同,该系统文献综述提供了一种严谨的方法,从计算机科学的角度审视当前的研究。因此,我们的目标有四个方面:(i)确定建筑领域的主要主题;(ii)确定最近的数据驱动方法;(iii)了解建筑管理系统的底层计算架构;(iv)了解有助于建筑智能化的建筑管理系统的特征。研究结果综合了我们的发现,并为进一步的研究提供了研究方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3ab0/11244596/ad6b7def02b0/sensors-24-04405-g001.jpg

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