Risk assessment of cotton textile enterprise working environment based on projection pursuit model

doi:10.16265/j.cnki.issn1003-3033.2018.04.018

Abstract

Abstract: In order to prevent incidents and occupational disease in cotton textile enterprise, a projection pursuit model was built. Before building the model, by analyzing the hazards of the working environment in textile enterprises, four factors such as noise, dust, micro-climate and lighting were identified for the assessment. The effective temperature was used as a micro-climate evaluation index, a risk assessment system of textile enterprises was established. The index weight values were calculated by using the projection pursuit and genetic algorithm. An application of the model was made to assessment of risk in a certain cotton textile enterprise in China. The results show that the fore-spinning workshop is a slightly harmful working environment and the spinning workshop is a moderately harmful working environment.

Key words: cotton textile enterprises, working environment, risk assessment, projection pursuit, genetic algorithm

CLC Number:

X913.4

ZHANG Weiji, WEI Fei, ZHOU Rui, WANG Shuyun. Risk assessment of cotton textile enterprise working environment based on projection pursuit model[J]. China Safety Science Journal, 2018, 28(4): 103-108.

References

[1] NOWEIR M H, JAMIL A T M. Noise pollution in textile, printing and publishing industries in Saudi Arabia[J]. Environmental Monitoring and Assessment,2003,83(1): 103-111.
[2] ROOZBAHNI M M, NASSIRI P,SHALKOUHI P J. Risk assessment of workers exposed to noise pollution in a textile plant[J]. International Journal of Environmental Science & Technology, 2009,6(4): 591-596.
[3] 张丽江,何华,路宝利,等.噪声作业纺织女工高血压患病情况及其影响因素[J].职业与健康,2015,31(2): 169-174.
ZHANG Lijiang, HE Hua, LU Baoli, et al. Analysis of prevalence of hypertension and its influencing factors among textile female workers exposed to noise[J].Occupation and Health,2015,31(2): 169-174.
[4] MORELAND A, KIJSIRICHAREANCHAI K, ALALAWI R, et al. Pulmonary alveolar proteins is in a man with prolonged cotton dust exposure[J].Respiratory Medicine CME,2011,4(3): 121-123.
[5] 王淑云,匡雅,王远远,等. 基于AHP-模糊综合评判法的纺织企业作业环境风险评估[J]. 安全与环境学报,2014,14(3): 298-303.
WANG Shuyun, KUANG Ya, WANG Yuanyuan, et al. Improved model for risk assessment of the working environment of the textile companies based on AHP and fuzzy theory[J].Journal of Safety and Environment,2014,14(3): 298-303.
[6] GBZ/T 189.8—2007, 工作场所物理因素测量第8部分:噪声[S].
GBZ/T 189.8-2007, Measurement of physical agents in workplace part 8: noise[S].
[7] GBZ/T 229.1—2010,工作场所职业病危害作业分级第1部分:生产性粉尘[S].
GBZ/T 229.1-2010, Classification of occupational hazards at workplaces part 1: occupational exposure to industrial dust[S].
[8] 郭伏,钱省三.人因工程学[M].北京:机械工业出版社,2007: 121-123.
[9] GBZ/T 5700—2008,照明测量方法[S].
GBZ/T 5700-2008, Measurement methods for lighting[S].
[10] GB 50034—2013,建筑照明设计标准[S].
GB 50034-2013,Standard for lighting design of buildings[S].
[11] 邵磊,周孝德,杨方廷,等.基于自由搜索的投影寻踪水质综合评价方法[J].中国环境科学,2010,30(12): 1 708-1 714.
SHAO Lei, ZHOU Xiaode, YANG Fangting, et al. Projection pursuit model for comprehensive evaluation of water quality based on free search[J].China Environmental Science,2010,30(12): 1 708-1 714.
[12] 辜智慧,王娟,葛怡,等. 区域建筑群台风灾害综合脆弱性评估方法研究:以广东省为例[J]. 中国安全科学学报,2016,26(2):108-113.
GU Zhihui, WANG Juan, GE Yi, et al. Assessment of region buildings' synthesized vulnerability to typhoon disaster: a case study of Guangdong[J]. China Safety Science Journal, 2016,26(2): 108-113.
[13] 高杨, 黄华梅, 吴志峰. 基于投影寻踪的珠江三角洲景观生态安全评价[J]. 生态学报, 2010, 30(21): 5 894-5 903.
GAO Yang, HUANG Huamei, WU Zhifeng. Landscape ecological security assessment based on projection pursuit: a case study of nine cities in the Pearl River Delta[J]. Acta Ecologica Sinica, 2010, 30(21): 5 894-5 903.
[14] QIN Boying, LIN Xiankun. Construction of response surface based on projection pursuit regression and genetic algorithm[J]. Physics Procedia,2012,33: 1 732-1 740.
[15] GBZ 2.1—2007,工作场所有害因素职业接触限值第1部分:化学有害因素[S].
GBZ 2.1-2007,Occupational exposure limits for hazardous agents in the workplace part 1:chemical hazardous agents[S].