Energy Consumption Simulation of the Air Conditioning System in Large-scale Buildings

被引：0

作者：

Zhang, Guangming ^{[1
]}

Shen, Xue ^{[1
]}

Tang, Guizhong ^{[1
]}

机构：

[1] Nanjing Univ Technol, Coll Automat & Elect Engn, Nanjing 211816, Jiangsu, Peoples R China

来源：

APPLIED ENERGY TECHNOLOGY, PTS 1 AND 2 | 2013年 / 724-725卷

关键词：

ANN model; energy simulation; energy analysis; air conditioning system of large-scale buildings;

D O I：

10.4028/www.scientific.net/AMR.724-725.1506

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

The working environment of air conditioning system in large-scale building is very complex, and there is no significant linear relationship between factors affecting energy consumption and energy demand of air conditioning system. This study adopts a nonlinear regression model: ANN (artificial neural network) model as energy model of air conditioning system. Take outdoor temperature, categorical day-of-week variable, equipment efficiency and terminal load as input, energy demand as output. Use energy consumption data in 2011 for network training, and energy consumption data in 2012 to verify the reliability of model. Based on energy analysis, the operation condition and the characteristics of energy consumption of air conditioning system for large-scale buildings in Nanjing could be precisely represented.

引用

页码：1506 / 1509

页数：4

共 50 条

[1] Energy Consumption and Analysis of Air-conditioning System of Large-scale Public Buildings in Xi'an
Pan, Wenyan
Yang, Liu
Zhang, Zhuhui
ARCHITECTURE AND BUILDING MATERIALS, PTS 1 AND 2, 2011, 99-100 : 388 - +
[2] The air conditioning system of a large public building energy consumption simulation research
Jing, Youyin
Li, Ting
Liu, Qianqian
ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 1795 - 1798
[3] Energy Consumption Comparison of Large-scale Air-conditioning System With Different Temperature of Chilled-Water
Jiang, Xiaojiang
Xiao, Jianren
Li, Xingyou
10TH INTERNATIONAL SYMPOSIUM ON HEATING, VENTILATION AND AIR CONDITIONING, ISHVAC2017, 2017, 205 : 2100 - 2104
[4] Statistical model of energy consumption by air conditioning buildings
Wu, Jianxun
Nuantong Kongtiao/HV & AC, 1996, 26 (06): : 13 - 16
[5] EVALUATION OF AN AIR DEFENSE SYSTEM BY LARGE-SCALE SIMULATION
MARTIN, FF
OPERATIONS RESEARCH, 1963, 11 : B49 - B49
[6] Dominant Factors of Central Air Conditioning System Zoning and Thermal Comfort for Large-scale Public Buildings in China
Cai, Wei
Cai, Kejian
Wu, Zhaohu
ACHIEVEMENTS IN ENGINEERING MATERIALS, ENERGY, MANAGEMENT AND CONTROL BASED ON INFORMATION TECHNOLOGY, PTS 1 AND 2, 2011, 171-172 : 159 - 162
[7] Energy Consumption Analysis of a Liquid Desiccant Air-conditioning System for Industrial Buildings
Tang, Yidan
Liu, Xiaohua
6TH INTERNATIONAL SYMPOSIUM ON HEATING, VENTILATING AND AIR CONDITIONING, VOLS I-III, PROCEEDINGS, 2009, : 551 - 558
[8] Energy Consumption Evaluation of Air Conditioning Systems for Public Buildings
Wang yongshun
Wei dong
PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 6380 - 6384
[9] Application of the Water Loop Variable Refrigerant Flow Air-Conditioning System in Large-Scale Buildings in Cold Climate
Sun, Tingting
Ni, Long
Yao, Yang
Ma, Zuiliang
6TH INTERNATIONAL SYMPOSIUM ON HEATING, VENTILATING AND AIR CONDITIONING, VOLS I-III, PROCEEDINGS, 2009, : 475 - 482
[10] Online Energy Measure and Analysis System for Large-Scale Public Buildings
Tsinghua Science and Technology, 2008, (01) : 34 - 34

← 1 2 3 4 5 →