[1]李明海,薛栋泽,王天豪.基于数据融合技术的室内环境品质评价[J].西安建筑科技大学学报(自然科学版),2017,(04):611-616.[doi:10.15986/j.1006-7930.2017.04.024]
 LI Minghai,XUE Dongze,WANG Tianhao.Indoor environment quality evaluation based on data fusion[J].J. Xi’an Univ. of Arch. & Tech.(Natural Science Edition),2017,(04):611-616.[doi:10.15986/j.1006-7930.2017.04.024]
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基于数据融合技术的室内环境品质评价()
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西安建筑科技大学学报(自然科学版)[ISSN:1006-6977/CN:61-1281/TN]

卷:
期数:
2017年04期
页码:
611-616
栏目:
出版日期:
2017-09-10

文章信息/Info

Title:
Indoor environment quality evaluation based on data fusion
文章编号:
1006-7930(2017)04-0611-06
作者:
李明海薛栋泽王天豪
(西安建筑科技大学 信息与控制工程学院,陕西 西安 710055 )
Author(s):
LI Minghai XUE Dongze WANG Tianhao
(School of Information and Control Engineering, Xian Univ. of Arch . & Tech.,Xian 710055, China)
关键词:
室内环境层次分析法自适应加权算法模糊综合评价
Keywords:
indoor environment the analytic hierarchy process adaptive weighted algorithm fuzzy comprehensive evaluation
分类号:
TU 831
DOI:
10.15986/j.1006-7930.2017.04.024
文献标志码:
A
摘要:
学校不仅是老师教书育人的地方,也是学生成长的重要场所.室内环境品质对学生的学习以及师生的身心健康有着不可预估的影响,还间接的体现出高等院校教学质量的差别.为了对室内的环境品质进行评价,文章以高校阶梯教室为研究对象,首先通过层次分析法结合1~9标度法得到各指标权值,并进行一致性检验得到指标权重,其次利用无线传感器技术对数据进行采集,由于现场采集数据存在误差,故利用自适应加权融合算法得到其融合值,最后通过模糊综合评价方法得出模糊评价综合结果.研究表明:基于上述算法得出的室内环境品质的评测结果为良好
Abstract:
The university classrooms are not only the places that teachers have lessons, but also the places for students to grow . The quality of classrooms′ indoor environment has an direct effect on students′ efficiency and the health of the body and mind . Moreover, it indirectly reflects the differences of each teaching level . In order to evaluate the indoor environment quality, the passage takes the ferrace classroom as the research object, and first obtains each index weight value by the analytic hierarchy process and the 1~9 scale method, and carries on the consistency inspection to obtain the target weight by the use of then uses the wireless sensor technology . Because of the error of data collection in the field, the adaptive fusion algorithm is used to get the fusion value . Finally, the fuzzy comprehensive evaluation result is obtained by the fuzzy comprehensive evaluation method . The results show that the evaluation results of the indoor environment quality based on the above algorithm are great .

参考文献/References:

References

[1]戴萍. 室内空气品质评价方法的研究进展[J]. 中国环境监测,2004(2):64-66.

DAI Ping. Research progress of indoor air quality evaluation method [J]. China Environmental Monitoring, 2004(2): 64 -66.

[2]江燕涛,杨昌智. 室内热环境和新风量对室内可感空气品质主观评价的影响[J]. 建筑科学,2016,32(10):6-14.

JIANG Yantao,YANG Changzhi. The influence of indoor thermal environment and fresh air volume on subjective evaluation of indoor air quality [J]. Building Science, 2016 ,32 (10): 6 -14.

[3]AMELIKOV,JKACZMARCZYK,L.CYGAN. Indoor air quality assessment by a“breathing”thermal manikin,air distribution in rooms [C]//Proceedings of the 7th International Conference.[s.n.]:Thermal Manikin Testingimm.2002,1:101-106.

[4]李念平,朱赤晖,文伟. 室内空气品质的灰色评价[J]. 湖南大学学报(自然科学版),2002,29(4):85-90.

LI Nianping,ZHU Chihui, WEN Wei. Gray evaluation of indoor air quality [J]. Journal of Hunan University (Natural Science Edition), 2002 ,29 (4): 85 -90 .

[5]王承霞,李云龙,米金玲,等. 室内环境评价方法现状研究[J]. 环保节能,2013(5):30-31.

WANG Chengxia,LI Yunlong,MI Jinling,et al . Study on the current situation of indoor environment evaluation method [J]. En -vironmental Energy Conservation, 2013(5): 30 -31.

[6]叶海. 室内环境品质的综合评价指标[J]. 建筑热能通风空调,2000(1):31-34.

YE Hai. Comprehensive evaluation index of indoor environment quality [J]. Building Thermal Energy Ventilation and Air Conditioning, 2000 (1): 31 -34.

[7]于乃云. 室内空气品质评价与污染物控制[D]. 青岛:青岛科技大学,2014.

YU Naiyun. Indoor air quality evaluation and pollutant control [D]. Qingdao :Qingdao University of Science and Technology, 2014.

[8]杨晓敏. 高校教室环境品质实测与评价[D]. 衡阳:南华大学, 2013 .

YANG Xiaomin. Measurement and evaluation of environmental quality in university classrooms [D]. University of South China, 2013 .

[9]资雪琴,刘刚. 层次分析法在室内空气品质综合评价中的应用[J]. 陕西能源与节能,2005(1):33-34.

ZI Xueqin,LIU Gang . Application of Analytic Hierarchy Process in indoor air quality comprehensive evaluation [J]. Shaanxi Energy and Energy Conservation ,2005(1): 33-34.

[10]王祖和,周静. 基于AHP的绿色建筑评价体系研究[J].建筑节能,2013(11):79-82.

WANG Zuhe,ZHOU Jing . Research on green building evaluation system based on AHP [J]. Building Energy Conservation, 2013 (11): 79 -82.

[11]袁艳平,程宝义,姜云峰. 基于多层指标体系AHP的室内环境评价[J]. 石家庄铁道学院学报,2004(3):13-14.

Evaluation of indoor environment based on multi-layer index AHP system[J]. Journal of Shijiazhuang Railway Institute, 2004 (3): 13 -14.

[12]徐敬东,赵文耀,李淼,何亮.基于ZigBee的无线传感器网络设计[J]. 计算机工程,2010(10):110-112.

XU Jingdong,ZHAO Wenyao,LI Miao,et al . Design of wireless sensor networks based on ZigBee[J]. Computer Engineering, 2010 (10) :110-112.

[13]殷兴. 基于无线传感器网络的室内环境监测系统[D]. 沈阳:沈阳工业大学,2009.

YIN Xing. Based on the wireless sensor network of indoor environment monitoring system [D]. Shenyang:Shenyang University of Technology,2009.

[14]杜加萍. 多传感器信息融合算法的研究及应用[D]. 无锡:江南大学,2011.

DU Jiaping. Multi -sensor information fusion algorithm research and application[D]. Wuxi:Jiangnan University, 2011 .

[15]张晓亮,罗文广. 多传感器数据融合技术在室内环境品质监控系统中的应用研究[J]. 仪表技术与传感器,2012(2):103-105.

ZHANG Xiaoliang,Luo Wenguang. Application of multi -sensor data fusion technology in indoor environment quality monitoring system[J]. Instrument Technique and Sensor ,2012(2):103-105.

[16]许雪燕. 模糊综合评价模型的研究及应用[D]. 成都:西南石油大学,2011.

XU Xueyan. The research and application of fuzzy comprehensive evaluation model [D]. Chengdu:Southwest Petroleum University, 2011 .

[17]周勃. 基于粗糙集理论的室内环境模糊评价方法[J]. 暖通空调,2006(4):21-22.

ZHOU Bo. Fuzzy evaluation method of indoor environ - ment based on rough set theory [J]. HVAC ,2006(4): 21-22.

[18]王刚,魏守智,赵海.基于模糊评判的决策级信息融合算法研究[J].计算机工程与应用,2002(15):18-19.

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备注/Memo

备注/Memo:
收稿日期:2016-10-27修改稿日期:2017-07-15
基金项目:西安市城乡建设委员会科技基金(SJW2015-19)
第一作者:李明海(1971-),男,博士,教授级高级工程师,从事建筑节能研究. E -mail:lmh369lmh@126.com
更新日期/Last Update: 2017-09-11