A Sensitivity Analysis of Lighting Condition Parameters in the Middle Section of Tunnel Based on Biomass Index
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摘要: 为了解决以往研究缺乏多样本对多因素条件下隧道中间段光环境敏感性感知试验研究的问题, 采用正交试验设计。设置16组(4因素、4水平)试验工况, 利用DIALux仿真软件建立隧道仿真模型, 并基于室内仿真模拟试验平台开展动态行车试验, 通过SMI眼动仪对30名试验人员瞳孔直径分别进行3次有效测量, 并剔除异常数据。研究了在隧道中间段行车时灯具布置方式、侧壁反光涂料布设高度、侧壁反光涂料颜色及LED光源色温等光环境组成参数对驾驶员瞳孔直径的影响规律。运用极差分析和方差分析相结合的方式分析了各试验参数对瞳孔直径影响程度主次关系和显著性水平, 并对室内仿真实验的可靠性进行了验证。结果表明: 选取的试验参数均对瞳孔直径都有显著性影响, 且影响程度从大到小依次是, 灯具的布设方式、LED光源色温、侧壁反光涂料颜色、侧壁反光涂料布设高度。根据本次试验结果选取的较优水平组合为, 沿中线布灯, 侧壁反光涂料布设高度为2 m, 侧壁反光涂料颜色为白色, LED光源色温为4 500 K。Abstract: A orthogonal experimental design is adopted to solve the lacking experimental research on light environment sensitivity in the middle section of tunnel under multi-factor conditions. Sixteen groups(4 factors and 4 levels)are set in this study. A model of the tunnel is established by Dialux simulation software. The simulation test is based on an indoor test platform for a dynamic driving test. In this test, three valid measurements of pupil diameter for each of the 30 test subjects are taken by SMI eye tracker, thus eliminating abnormal data. The composition parameters of the light environment are studied during driving in the middle of the tunnel. The effects of lighting arrangement, reflective coating height, reflective coating color, and LED light source color temperature on driver pupil diameter are studied. The relationship between primary and secondary factors is analyzed using the range and variance. The significance of the influences of various parameters on pupil diameter is obtained, which verifies the reliability of the indoor simulation. The results show that the test parameters selected in this study significantly affect the pupil diameter of the drivers. The influence degree is the lamp layout mode, LED light source color temperature, sidewall reflective paint color, and sidewall reflective paint layout height. According to the test results, the lamps are arranged along the centerline. The arrangement height of the sidewall reflective coating is 2 m, and the color of the sidewall reflective coating is white, with the color temperature of the LED light source of 4 500 K.
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图 1 模拟动画视频截图（中线布灯+2 m+黄色+3 500 K）
Figure 1. Screenshot of the simulated animation video (centerline light +2 m+ yellow +3 500 K)
图 6 DIAlux计算亮度与测量亮度对比
Figure 6. Comparison between calculated and measured brightness of Dialux
表 1 灯具布置形式
Table 1. Layout of lamps and lanterns
灯具布置方式 单侧灯具间距/m 单盏灯具光通量/lm 中线 10 9 000 中线偏侧 10 9 000 两侧交错 20 9 000 两侧对称 10 4 500 
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表 2 试验因素水平
Table 2. Tested factor level table
水平 因素 A B C D 1 中线 2 黄色 3 500 2 中线偏侧 2.5 白色 4 500 3 两侧交错 3 蓝色 5 500 4 两侧对称 3.5 绿色 6 500
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表 3 照明试验方案
Table 3. Lighting test scheme
工况 因素 A B C D E 1 中线 2 黄色 3 500 1 2 中线 2.5 白色 4 500 2 3 中线 3 蓝色 5 500 3 4 中线 3.5 绿色 6 500 4 5 中线偏侧 2 白色 5 500 4 6 中线偏侧 2.5 黄色 6 500 3 7 中线偏侧 3 绿色 3 500 2 8 中线偏侧 3.5 蓝色 4 500 1 9 两侧交错 2 蓝色 6 500 2 10 两侧交错 2.5 绿色 5 500 1 11 两侧交错 3 黄色 4 500 4 12 两侧交错 3.5 白色 3 500 3 13 两侧对称 2 绿色 4 500 3 14 两侧对称 2.5 蓝色 3 500 4 15 两侧对称 3 白色 6 500 1 16 两侧对称 3.5 黄色 5 500 2
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表 4 中间段灯具设置
Table 4. Settings of middle lamps
布灯方式 单侧灯具间距/m 单盏灯具光通量/lm 数量/盏 中线 10 9 000 40 中线偏侧 10 9 000 40 两侧交错 20 9 000 40 两侧对称 10 4 500 80
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表 5 入口段及出口段隧道照明设置
Table 5. Tunnel lighting settings at the entrance and exit sections
项目 长度/m 灯具型号 布置方式 单侧灯具间距/m 入口段 40 180WLED灯 两侧交错 2.5 出口段 40 180WLED灯 两侧交错 5
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表 6 测试人员信息
Table 6. Personnel information of the test subjects
分组编号 平均年龄/岁 总人数 男性人数 女性人数 矫正视力 Ⅰ 25.2 10 7 3 5.0 Ⅱ 26.1 10 7 3 5.0 Ⅲ 24.8 10 7 3 5.0
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表 7 参数指标测试结果
Table 7. Test results of parameter indices
工况编号 平均瞳孔直径/mm Ⅰ Ⅱ Ⅲ 3组均值 1 5.089 5.270 5.206 5.188 2 4.996 4.906 4.861 4.921 3 5.402 5.340 5.378 5.373 4 5.537 5.557 5.747 5.614 5 5.285 5.341 5.378 5.335 6 5.650 5.595 5.682 5.642 7 5.591 5.568 5.657 5.605 8 5.302 5.451 5.480 5.411 9 5.624 5.708 5.692 5.675 10 5.543 5.895 5.888 5.776 11 5.602 5.895 5.904 5.801 12 5.774 5.734 5.725 5.744 13 5.733 5.715 5.698 5.715 14 5.678 5.840 5.818 5.779 15 5.820 5.837 5.900 5.852 16 5.463 5.376 5.504 5.448
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表 8 指标极差计算结果
Table 8. Calculation results of the index range
指标 因素 A B C D 平均瞳孔直径/mm K1 63.288 65.739 66.237 66.950 K2 65.981 66.352 65.556 65.543 K3 68.986 67.895 66.714 65.794 K4 68.381 66.651 68.130 68.349 极差 5.697 2.156 2.573 2.805 注：因素A为灯具的布设方式；因素B为侧壁反光涂料布设高度；因素C为侧壁反光涂料颜色；因素D为LED光源色温。
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表 9 优化水平组合
Table 9. Optimized horizontal combination
灯具布设方式 侧壁反光涂料布设高度/m 侧壁反光涂料颜色 LED光源色温/K 中线 2 白色 4 500
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表 10 方差分析表
Table 10. Variance analysis
变异来源 平方和 自由度 均方 F值 Fa 因素A 1.683 3 0.561 31.467 F0.05（3，35）=2.88 因素B 0.206 3 0.069 3.845 F0.01（3，35）=4.40 因素C 0.297 3 0.099 5.547 因素D 0.411 3 0.137 7.684 空列误差 0.365 3 重复实验 0.259 32 误差 总误差 0.624 35
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[1] 任福田. 交通工程心理学[M]. 北京: 北京工业大学出版社, 1993.REN Futian. Traffic engineering psychology[M]. Beijing: Beijing University of Technology Press, 1993. (in Chinese) [2] 梁波, 崔璐璐, 陈蔚, 等. 基于S/P值的隧道蓄反光侧壁材料辅助节能照明的光学性能试验研究[J]. 现代隧道技术, 2016, 53(6): 196-201. https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD201606026.htmLIANG Bo, CUI Lulu, CHEN Wei, et al. Experimental study on optical properties of tunnel reflective side wall materials assisted by energy saving lighting based on S/P value[J]. Modern Tunnel Technology, 2016, 53(6): 196-201. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD201606026.htm [3] 梁波, 崔璐璐, 潘国兵, 等. 基于反光蓄光理念的辅助隧道节能照明理论与技术[J]. 现代隧道技术, 2014, 51(5): 15-22. https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD201405003.htmLIANG Bo, CUI Lulu, PAN Guobing, et al. Theory and technology of energy saving lighting for auxiliary tunnel based on reflective light storage concept[J]. Modern Tunnel Technology, 2014, 51(5): 15-22. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD201405003.htm [4] 梁波, 李翔, 魏清华, 等. 蓄能反光材料漫反射率对隧道照明质量影响研究[J]. 地下空间与工程学报, 2018, 14(2): 565-572. https://www.cnki.com.cn/Article/CJFDTOTAL-BASE201802037.htmLIANG Bo, LI Xiang, WEI Qinghua, et al. Influence of diffuse reflectance of energy storage reflective materials on tunnel lighting quality[J]. Chinese Journal of Underground Space and Engineering, 2018, 14(2): 565-572. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-BASE201802037.htm [5] QIN Xiaochun, ZHANG Nan, ZHANG Weihan, et al. How does tunnel interior color environment influence driving behavior? Quantitative analysis and assessment experiment[J]. Tunnelling and Underground Space Technology, 2020(98): 1-10. http://www.sciencedirect.com/science/article/pii/S0886779819308028 [6] CHEN Peiyan, CHEN Feng, ZHANG Lin, et al. Examining the influence of decorated sidewall in road tunnels using FMRI technology[J]. Tunnelling and Underground Space Technology, 2020(98): 1-10. https://trid.trb.org/view/1495845 [7] KIRCHER K, AHLSTROM C. The impact of tunnel design and lighting on the performance of attentive and visually distracted drivers[J]. Accident Analysis & Prevention, 2012, 47(47): 153-161. http://pdfs.semanticscholar.org/5f96/1e3460ae41ac07c8014e8cd513be98392bd1.pdf [8] 杜志刚, 余昕宇, 向一鸣, 等. 基于交通事故预防的高速公路隧道光环境优化研究[J]. 武汉理工大学学报(交通科学与工程版), 2018, 42(5): 715-719. doi: 10.3963/j.issn.2095-3844.2018.05.001DU Zhigang, YU Xinyu, XIANG Yiming, et al. Research on optimization of light environment of expressway tunnel based on traffic accident prevention[J]. Journal of Wuhan University of Technology(Transportation Science and Engineering), 2018, 42(5): 715-719. (in Chinese) doi: 10.3963/j.issn.2095-3844.2018.05.001 [9] 杜志刚, 徐弯弯, 向一鸣. 基于视线诱导的公路隧道光环境优化研究框架[J]. 中国公路学报, 2018, 31(4): 122-129. doi: 10.3969/j.issn.1001-7372.2018.04.015DU Zhigang, XU Wanwan, XIANG Yiming. Research framework of light environment optimization of highway tunnel based on line of sight guidance[J]. China Journal of Highway and Transport, 2018, 31(4): 122-129. (in Chinese) doi: 10.3969/j.issn.1001-7372.2018.04.015 [10] 徐萌, 潘晓东, 陈丰, 等. 彩色灯光视觉调节对长隧道驾驶催眠缓解作用的试验[J]. 中国公路学报, 2020, 33(11): 235-244. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL202011022.htmXU Meng, PAN Xiaodong, CHEN Feng, et al. Experimental study on hypnotic alliative effect of color light vision adjustment on driving in long tunnel[J]. China Journal of Highway and Transport, 202, 33(11): 235-244. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-ZGGL202011022.htm [11] 方松, 马健霄. 城市隧道长度对驾驶人视觉特性影响分析[J]. 交通信息与安全, 2020, 38(6): 24-30. doi: 10.3963/j.jssn.1674-4861.2020.06.004FANG Song, MA Jianxiao. Analysis of the impact of urban tunnel length on drivers'visual characteristics[J]. Journal of Transport Information and Safety, 2020, 38(6): 24-30. (in Chinese) doi: 10.3963/j.jssn.1674-4861.2020.06.004 [12] 张晓坚, 梁波, 何伟. 基于眩光时变特性的东西朝向公路隧道接近段安全性分析[J]. 交通信息与安全, 2020, 38(3): 8-16. doi: 10.3963/j.jssn.1674-4861.2020.03.002ZHANG Xiaojian, LIANG Bo, HE Wei. Safety analysis of approach section of east-west highway tunnel based on time-varying characteristics of glare[J]. Journal of Transport Information and Safety, 2020, 38(3): 8-16. (in Chinese) doi: 10.3963/j.jssn.1674-4861.2020.03.002 [13] 朱合华, 李谈词, 冯守中, 等. 城市隧道不同照明段的灯具色温选取分析[J]. 现代隧道技术, 2020, 57(增刊): 277-284. https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD2020S1035.htmZHU Hehua, LI Tanci, FENG Shouzhong, et al. Analysis on color temperature selection of lamps in different lighting sections of urban tunnel[J]. Modern Tunneling Technology, 2020, 57(S1): 277-284. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD2020S1035.htm [14] 刘英婴, 张青文, 胡英奎. LED光源色温对隧道照明入口段和中间段的影响[J]. 照明工程学报, 2013, 24(2): 30-34. doi: 10.3969/j.issn.1004-440X.2013.02.011LIU Yingying, ZHANG Qingwen, HU Yingkui. Influence of color temperature of LED light source on entrance and middle section of tunnel lighting[J]. Chinese Journal of Lighting Engineering, 2013, 24(2): 30-34. (in Chinese) doi: 10.3969/j.issn.1004-440X.2013.02.011 [15] 李柯, 马怀琴. 低交通量公路隧道中间段照明节能技术研究[J]. 现代隧道技术, 2021, 58(1): 190-196. https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD202101026.htmLI Ke, MA Huaiqin. Research on lighting energy saving technology in the middle section of highway tunnel with low traffic volume[J]. Modern Tunneling Technology, 2021, 58(1): 190-196. (in Chinese). (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-XDSD202101026.htm [16] 文竞舟, 王朝, 杜志刚, 等. 山区小半径光学长隧道注视点分布及转移研究[J]. 交通信息与安全, 2019, 37(6): 40-47. doi: 10.3963/j.issn.1674-4861.2019.06.005WEN Jingzhou, WANG Chao, Du Zhigang, et al. Study on gaze distribution and transfer of small radius optical long tunnel in mountainous area[J]. Journal of Transport Information and Safety, 2019, 37(6): 40-47. (in Chinese) doi: 10.3963/j.issn.1674-4861.2019.06.005 [17] 陈孟柯, 马健霄, 陆涛, 等. 高速公路隧道行车视觉特性分析[J]. 交通信息与安全, 2019, 37(3): 86-92. doi: 10.3963/j.issn.1674-4861.2019.03.011CHEN Mengke, MA Jianxiao, LU Tao, et al. Analysis of driving visual characteristics of expressway tunnel[J]. Journal of Transport Information and Safety, 2019, 37(3): 86-92(in Chinese) doi: 10.3963/j.issn.1674-4861.2019.03.011 [18] 阎莹, 叶飞, 王晓飞, 等. 隧道群路段环境光照度与驾驶人瞳孔面积分析[J]. 华南理工大学学报(自然科学版), 2016, 44(12): 89-96. doi: 10.3969/j.issn.1000-565X.2016.12.013YAN Ying, YE Fei, WANG Xiaofei, et al. Analysis of environmental illumination and driver pupil area in tunnel group sections[J]. Journal of South China University of Technology(Natural Science Edition), 2016, 44(12): 89-96. (in Chinese) doi: 10.3969/j.issn.1000-565X.2016.12.013 [19] 叶飞, 应凯臣, 苏恩杰, 等. 基于眼动指标的公路隧道洞口景观设计舒适性及安全性评价[J]. 同济大学学报(自然科学版), 2021, 49(2): 218-226. https://www.cnki.com.cn/Article/CJFDTOTAL-TJDZ202102009.htmYE Fei, YING Kaichen, SU Enjie, et al. Evaluation of landscape design comfort and safety of highway tunnel entrance based on eye movement index[J]. Journal of Tongji University(Natural Science), 2021, 49(2): 218-226. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TJDZ202102009.htm [20] 胡英奎, 陈仲林, 张青文, 等. 考虑驾驶员视觉适应的公路隧道入口段亮度确定方法[J]. 土木建筑与环境工程, 2016, 38(4): 20-26. https://www.cnki.com.cn/Article/CJFDTOTAL-JIAN201604004.htmHU Yingkui, CHEN Zhonglin, ZHANG Qingwen, et al. A method to determine the luminance of highway tunnel entrance section considering driver's visual adaptation[J]. Civil, Architectural and Environmental Engineering, 2016, 38(4): 20-26. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-JIAN201604004.htm [21] 潘晓东, 宋永朝, 杨轸, 等. 基于视觉负荷的公路隧道进出口环境改善范围[J]. 同济大学学报(自然科学版), 2009, 37(6): 777-780. https://www.cnki.com.cn/Article/CJFDTOTAL-TJDZ200906013.htmPAN Xiaodong, SONG Yongchao, YANG Zhen, et al. Environmental improvement range of highway tunnel entrance and exit based on visual load[J]. Journal of Tongji University(Natural Science), 2009, 37(6): 777-780. (in Chinese) https://www.cnki.com.cn/Article/CJFDTOTAL-TJDZ200906013.htm [22] 焦方通, 杜志刚, 王首硕, 等. 城市水下特长隧道出入口视觉及舒适性研究[J]. 中国公路学报, 2020, 33(6): 147-156. doi: 10.3969/j.issn.1001-7372.2020.06.014JIAO Fangtong, DU Zhigang, WANG Shoushuo, et al. Research on visual and comfort of entrance of urban long underwater tunnel[J]. China Journal of Highway and Transport, 2020, 33(6): 147-156. (in Chinese) doi: 10.3969/j.issn.1001-7372.2020.06.014 [23] 中华人民共和国交通运输部. 公路隧道照明设计细则: JTG/TD70/2-01—2014[S]. 北京: 人民交通出版社股份有限公司, 2014.Ministry of Transport of the People's Republic of China. Highway tunnel lighting design rules: JTG/TD70/2-01—2014[S]. Beijing: China Communications Press Co., Ltd., 2014. (in Chinese) [24] 宋子璇, 潘晓东, 李少帅, 等. 基于侧墙效应的隧道行车安全评价基础研究[J]. 公路工程, 2010, 35(3): 10-13+18. doi: 10.3969/j.issn.1674-0610.2010.03.003SONG Zixuan, PAN Xiaodong, LI Shaoshuai, et al. Basic research on tunnel traffic safety evaluation based on side wall effect[J]. Highway Engineering, 2010, 35(3): 10-13+18. (in Chinese) doi: 10.3969/j.issn.1674-0610.2010.03.003 [25] PARDO P J, CORDERO E M. Influence of the correlated color temperature of a light source on the color discrimination capacity of the observer[J]. Optical Society of America, 2012(29): 209-215. https://pubmed.ncbi.nlm.nih.gov/22330381/ [26] 中华人民共和国交通运输部. 公路隧道设计规范: JTG3370.1—2018[S]. 北京: 人民交通出版社股份有限公司, 2019.Ministry of Transport of the People's Republic of China. Code for design of highway tunnel: JTG 3370.1—2018[S]. Beijing: China Communications Press Co. Ltd., 2019. (in Chinese) [27] 肖尧. 公路隧道基本段内饰材料及灯具布置对照明节能影响研究[D]. 武汉: 武汉理工大学, 2017. http://cdmd.cnki.com.cn/Article/CDMD-10497-1019808694.htmXIAO Yao. Study on the influence of interior decoration materials and lamp layout on lighting energy saving in the basic section of highway tunnel[D]. Wuhan: Wuhan University of Technology, 2017. (in Chinese) http://cdmd.cnki.com.cn/Article/CDMD-10497-1019808694.htm [28] 崔璐璐. 漫反射材料辅助隧道节能照明的视觉功效研究[D]. 重庆: 重庆交通大学, 2019.CUI Lulu. Study on visual efficacy of diffuse reflective material assisted tunnel energy-saving lighting[D]. Chongqing: Chongqing Jiaotong University, 2019. (in Chinese) [29] 靳一. 基于照度提升和视线诱导的高速公路隧道光环境优化研究[D]. 西安: 长安大学, 2020. https://d.wanfangdata.com.cn/thesis/D02276829JIN Yi. Research on light environment optimization of expressway tunnel based on illumination improvement and line of sight guidance[D]. Xi'an: Chang'an University, 2020. (in Chinese) https://d.wanfangdata.com.cn/thesis/D02276829 -
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