|本期目录/Table of Contents|

[1]侯晨,史喜成,白书培,等.舰艇舱室挥发性有机化合物来源分析及污染等级分类[J].天津大学学报(自然科学版),2018,(01):50-56.[doi:10.11784/tdxbz201702019]
 Hou Chen,Shi Xicheng,Bai Shupei,et al.Source Analysis and the Classification of Pollution Grades of Volatile Organic Compounds in the Naval Vessel Cabin[J].Journal of Tianjin University,2018,(01):50-56.[doi:10.11784/tdxbz201702019]
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舰艇舱室挥发性有机化合物来源分析及污染等级分类()
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《天津大学学报(自然科学版)》[ISSN:0493-2137/CN:12-1127/N]

卷:
期数:
2018年01
页码:
50-56
栏目:
出版日期:
2018-01-08

文章信息/Info

Title:
Source Analysis and the Classification of Pollution Grades of Volatile Organic Compounds in the Naval Vessel Cabin
文章编号:
0493-2137(2018)01-0050-07
作者:
侯晨12 史喜成1 白书培1 韩浩1 李灿2
1. 防化研究院国民核生化灾害防护国家重点实验室,北京 100191;2. 中国人民解放军92609部队,北京 100077
Author(s):
Hou Chen12 Shi Xicheng1 Bai Shupei1 Han Hao1 Li Can 2
1. State Key Laboratory of National NBC Protection, Beijing 100191, China
2.No.92609 Unit of PLA, Beijing 100077, China
关键词:
舰艇舱室 挥发性有机化合物 主成分分析 K-均值聚类
Keywords:
naval vessel cabin volatile organic compounds principal component analysis K-means clustering
分类号:
U664.86
DOI:
10.11784/tdxbz201702019
文献标志码:
A
摘要:
针对舰艇舱室挥发性有机化合物采样数据, 利用主成分分析法对21种有机化合物气体进行分析以确定各种有机化合物的主要来源, 在主成分分析获得的降维数据基础上, 进一步采用K-均值聚类算法对有机化合物进行分类, 根据聚类结果制定了舱室污染等级评价标准, 实现舱室挥发性有机化合物高、中、低污染等级分类.
Abstract:
Based on the volatile organic compounds in the cabin of naval vessel,21 kinds of organic compound gases are analyzed through principal component analysis to determine the main sources of various organic compounds. According to the dimensionality-reduced data,K-means clustering is used to classify the samples automatically. Reasonable criteria are formulated to evaluate the pollution grades based on the clustering results. Finally,the volatile organic compounds are classified into grades of high pollution,moderate pollution and low pollution.

参考文献/References:

[1] 于龙, 丛黎明, 李卫鹏, 等. 某水面舰艇舱室内空气部分有害物现场调查分析[J]. 军事医学, 2016, 40(10):856-857.
Yu Long, Cong Liming, Li Weipeng, et al. Field investigation and analysis of some harmful substances in cabin of a surface ship[J]. Military Medical Sciences, 2016, 40(10):856-857(in Chinese).
[2] 余涛, 周家勇, 徐德辉, 等. 国外核潜艇舱室空气组分特性研究综述[J]. 舰船科学技术, 2016, 38(1):1-7.
Yu Tao, Zhou Jiayong, Xu Dehui, et al. Research on air component characteristics on nuclear submarine cabin [J]. Ship Science and Technology, 2016, 38(1):1-7(in Chinese).
[3] Johnson K J, Hughes J M. Formaldehyde Five-Daypassive Chemical Dosimeter Badge Validation Study [R]. Washington, USA:Naval Research Laboratory, 2012.
[4] 张明虎, 庞桂仓, 吕师军, 等. 舰艇舱室空气污染及其防治对策研究[J]. 仪器仪表学报, 2008, 29(4):422-425.
Zhang Minghu, Pang Guicang, Lü Shijun, et al. Study on air pollution in warship cabin and its countermeasures [J]. Chinese Journal of Scientific Instrument, 2008, 29(4):422-425(in Chinese).
[5] Mccarrick A. Measurements of monoethanolamine near a US navy carbon dioxide scrubber[C]// 40th International Confernece on Environmental Systems. Barcelona, Spain, 2010:6276-6281.
[6] Peel A E, Arsac F, Jouandon E. Control of the submarine atmosphere in the french navy[C]//40th International Confernece on Environmental Systems. Barcelona, Spain, 2010:6270-6275.
[7] 陈国根. 水面舰艇舱室空气组分容许浓度[J]. 解放军预防医学杂志, 1994(1):8-12.
Chen Guogen. Allowable concentration of air components in surface ship cabin[J]. Journal of Preventive Medicine of Chinese People’s Liberation Army, 1994(1):8-12(in Chinese).
[8] 刘金凤, 苑同业, 姜美娟, 等. 不同状态下全封闭舱室微生物气溶胶粒径及菌属分布变化[J]. 卫生研究, 2016(5):849-851.
Liu Jinfeng, Yuan Tongye, Jiang Meijuan, et al. The size and species distribution of microorganism aerosol in totally enclosed cabin under different conditions[J]. Journal of Hygiene Research, 2016(5):849-851(in Chinese).
[9] 潘沪湘, 陈茜, 袁海霞, 等. 某两类全封闭水面舰艇舱室空气质量调查与评价[J]. 海军医学杂志, 2013, 34(2):88-91.
Pan Huxiang, Chen Qian, Yuan Haixia, et al. Investigation and assessment of cabin air quality in totally enclosed surface vessels[J]. Journal of Navy Medicine, 2013, 34(2):88-91(in Chinese).
[10] 鲍海阁, 肖存杰, 潘沪湘, 等. 某型舰艇航行期间舱室空气组分分析[J]. 海军医学杂志, 2008, 29(4):301-304.
Bao Haige, Xiao Cunjie, Pan Huxiang, et al. Analysis of cabin atmosphere composition during naval vessel cruise[J]. Journal of Navy Medicine, 2008, 29(4):301-304(in Chinese).
[11] 方晶晶, 刘虹, 陈少杰, 等. 舰艇舱室环境中的恶臭污染和优先控制策略[J]. 环境监测管理与技术, 2014(3):11-15.
Fang Jingjing, Liu Hong, Chen Shaojie, et al. Odor pollutants in ship cabin and priority control policy[J]. The Administration and Technique of Environmental Monitoring, 2014(3):11-15(in Chinese).
[12] 艾伟, 谢田华, 高占胜, 等. 舰船舱室空气质量评价的污染危害普适指数法研究[C]//航海技术理论研究论文集. 北京:中国航海学会, 2009:168-172.
Ai Wei, Xie Tianhua, Gao Zhansheng, et al. Universal index formula research of air quality assessment in the naval vessel cabin[C]//Proceedings of Theoretic Research of Marine Technology. Beijing:China Marine Society, 2009:168-172(in Chinese).
[13] Bakkane Bendixen A, Hartberg C B, Selb?k G, et al. Symptoms of anxiety in older adults with depression, dementia, or psychosis:A principal component analysis of the geriatric anxiety inventory[J]. Dementia and Geriatric Cognitive Disorders, 2016, 42(5/6):310-322.
[14] Zhao L. Generalised Principal Component Analysis Rene Vidal[M]. Ann Arbor, USA:Wiley Online Library, 2016.
[15] Shokralla S, Morelli J E, Krause T W. Principal components analysis of multifrequency eddy current data used to measure pressure tube to calandria tube gap[J]. IEEE Sensors Journal, 2016, 16(9):3147-3154.
[16] 刘明仁, 杨学雨, 王力, 等. 气相色谱质谱-内标法检测油漆中苯系物[J]. 环境科学与技术, 2011, 34(11):135-138.
Liu Mingren, Yang Xueyu, Wang Li, et al. Gas chromatography mass spectrometry-internal standard method for the determination of benzene compounds in paints [J]. Environmental Science & Technology, 2011, 34(11):135-138(in Chinese).
[17] 周建钟, 王学利, 曹华茹, 等. 气相色谱法测定油漆稀释剂中的苯系物[J]. 环境科学与技术, 2007, 30(1):19-21.
Zhou Jianzhong, Wang Xueli, Cao Huaru, et al. Determination of benzene homologues in paint thinner by gas chromatography[J]. Environmental Science & Technology, 2007, 30(1):19-21(in Chinese).
[18] 吕春胜, 李晶, 屈政坤. 苯烷基化合成高温润滑油基础油[J]. 石油学报:石油加工, 2011, 27(4):549-554.
Lü Chunsheng, Li Jing, Qu Zhengkun. Synthesis of high temperature lube base oil by alkylation of benzene [J]. Acta Petrolei Sinica:Petroleum Processing Section, 2011, 27(4):549-554(in Chinese).
[19] 余涛, 张卫东, 李灿, 等. 蒸汽动力舰船汽轮机油散发挥发性有机物的组成特征[J]. 舰船科学技术, 2016, 38(21):91-94.
Yu Tao, Zhang Weidong, Li Can, et al. Composition characteristics of volatile organic compounds emitted from steam turbine oil[J]. Ship Science and Technology 2016, 38(21):91-94(in Chinese).
[20] 方晶晶, 何艳兰, 许林军, 等. 舰艇舱室封闭环境中挥发性化合物分析[J]. 舰船科学技术, 2013, 35(6):90-95.
Fang Jingjing, He Yanlan, Xu Linjun, et al. Analysis of volatile compounds in closed cabin of naval vessels [J]. Ship Science and Technology, 2013, 35(6):90-95(in Chinese).
[21] 李长秀, 王亚敏, 田松柏. 成品汽油组成及馏程与计算辛烷值的分布关系[J]. 石油学报:石油加工, 2017, 33(1):138-143.
Li Changxiu, Wang Yamin, Tian Songbai. The relationship between the distribution of gasoline composition and distillation and calculation of octane number[J]. Acta Petrolei Sinica:Petroleum Processing Section, 2017, 33(1):138-143(in Chinese).
[22] 吴永涛, 杨光福, 王刚, 等. 反应温度对汽油催化裂解多产低碳烯烃的影响[J]. 现代化工, 2009, 29(1):74-77.
Wu Yongtao, Yang Guangfu, Wang Gang, et al. Effect
of reaction temperature on catalytic pyrolysis of gasoline
to produce low carbon olefins[J]. Modern Chemical Industry, 2009, 29(1):74-77(in Chinese).
[23] 陆思华, 白郁华, 张广山, 等. 机动车排放及汽油中VOCs成分谱特征的研究[J]. 北京大学学报自然科学版, 2003, 39(4):507-511.
Lu Sihua, Bai Yuhua, Zhang Guangshan, et al. Study on the characteristics of VOCs emission spectrum in motor vehicle exhaust and gasoline[J]. Acta Scientiarum Naturalium Universitatis Pekinensis, 2003, 39(4):507-511 (in Chinese).
[24] 程平, 张为俊, 储焰南, 等. 用选择离子流动管质谱测定汽油和柴油蒸汽成分[J]. 分析化学, 2003, 31(5):548-551.
Cheng Ping, Zhang Weijun, Chu Yannan, et al. Determination of the composition of gasoline and diesel oil by selective ion flow tube mass spectrometry[J]. Chinese Journal of Analytical Chemistry, 2003, 31(5):548-551(in Chinese).
[25] 张秀珍, 李延平, 尹先仁, 等. 室内空气中对二氯苯卫生标准的研究[J]. 环境与健康杂志, 2005, 22(1):9-12.
Zhang Xiuzhen, Li Yanping, Yin Xianren, et al. Study on hygienic standard of two chlorobenzene in indoor air [J]. Journal of Environment and Health, 2005, 22(1):9-12(in Chinese).
[26] 高复兴, 薛灵芬, 陈光辉, 等. 磷酸催化合成2, 4-二叔丁基苯酚的研究[J]. 化学研究与应用, 2014, 26(11):1813-1816.
Gao Fuxing, Xue Lingfen, Chen Guanghui, et al. Study on phosphoric acid catalytic synthesis of 2, 4-Di tert butyl phenol[J]. Chemical Research and Applica-tion, 2014, 26(11):1813-1816(in Chinese).
[27] Chen X, Xu X, Huang J Z, et al. TW-k-means:Automated two-level variable weighting clustering algorithm for multiview data[J]. IEEE Transactions on Knowledge and Data Engineering, 2013, 25(4):932-944.
[28] Boutsidis C, Magdon-Ismail M. Deterministic feature selection for K-means clustering[J]. IEEE Transactions on Information Theory, 2013, 59(9):6099-6110.

备注/Memo

备注/Memo:
收稿日期: 2017-02-13; 修回日期: 2017-04-06.
作者简介: 侯晨(1982—), 女, 博士研究生, 工程师.
通讯作者: 侯晨, houch601@163.com.
网络出版时间: 2017-04-27.网络出版地址: http://kns.cnki.net/kcms/detail/12.1127.N.20170427.0925.002.html.
更新日期/Last Update: 2018-01-10