基于深度学习的输煤皮带故障视觉检测方法研究

为了更好地检测皮带跑偏、撕裂和异物干扰等严重影响皮带安全运行的故障状态,围绕相关问题产生的原因及检测方法开展深入研究,通过对纵/横向裂缝、异物的检测分析、实验,提高基于视觉的检测精度。提出基于Canny边缘检测算法的皮带跑偏检测算法;基于深度学习的横向与纵向撕裂检测,尤其对于裂缝与纵向纹理区分不明显情况,提出一种红光透射的判别方式;基于最小距离分类算法将识别异物转换为分类问题,利用机器学习的方法对样本进行训练并建立无异物阈值,通过提取特征,最后利用最小距离分类算法得到有无异物的结果。研究结果表明:提出的视觉检测系统可以实时高效地检测出输煤皮带常见的3种故障,可进一步保障运输系统安全运行。     

Comparison of data from two vegetation monitoring methods in semi-natural grasslands

Two vegetation-monitoring methods were compared: subplot frequency analysis (SF) and visual estimation of percentage cover (VE). Two independent observers collected data from two semi-natural, species-rich grasslands on three different occasions during the growth-season. During the last data collection period, survey times were also recorded. The two different data sets from the two methods were compared using partial Redundancy Analyses. The purpose of the comparison was to identify the method that explains most of the relevant variation in biodiversity-monitoring (inter-and intra-site variation), and the variation irrelevant when evaluating data (systematic inter-observer variation and variation due to phenological changes). Compared with VE data, more variation in SF data could be explained by spatial variables, while less variation depended on the observer and time of year surveyed. SF also found more species per plot but took on average five times longer to complete than VE. In conclusion, the different methods are suitable for different purposes: SF is more suitable for purposes demanding high accuracy and high precision, such as long-term biodiversity-monitoring when the identification of small changes has high priority, while VE might be more suitable for a one-time mapping of a large area.     

Luminance of the Surround and Visual Fatigue of VDT Operators

Luminance distribution in the visual field is considered as one of causal factors with a significant influence on visual fatigue, especially for intensive and extended Video Display Terminal (VDT) work. The aim of the study was to define visual fatigue of VDT operators for different values of surrounding luminance. Experiments were carried out in laboratory conditions under 3 lighting conditions. Only 1 lighting parameter—the luminance of the wall behind the display (surrounding luminance)—changed. Visual fatigue was measured both by a subjective evaluation of different visual complaints (asthenopic symptoms) and by objective measurements of changes in the following visual functions: accommodation, convergence, habitual horizontal phoria, critical fusional frequency (CFF), and visual acuity. The same experiments were done for CRT (Cathode Ray Tube) and LCD TFT (Liquid Crystal Display with Thin Film Transistor) screens. The results of the study have shown that there was no significant influence of the value of surrounding luminance on the asthenopic symptoms for either type of screen. A general tendency towards bigger visual complaints for LCD TFT than for CRT participants was found. An objective evaluation of visual fatigue demonstrated a tendency towards bigger changes in visual functions with an increase of surrounding luminance for both screens. Statistical analysis of the results has shown that surrounding luminance influences significantly the reduction of the accommodation amplitude (significance level < .05).     

Will Musculoskeletal,Visual and Psychosocial Stress Change for Visual Display Unit (VDU) Operators When Moving From a Single-Occupancy Office to an Office Landscape?

This study investigated the effect of moving from single-occupancy offices to a landscape environment. Thirty-two visual display unit (VDU) operators reported no significant change in visual discomfort. Lighting conditions and glare reported subjectively showed no significant correlation with visual discomfort. Experience of pain was found to reduce subjectively rated work capacity during VDU tasks. The correlation between visual discomfort and reduced work capacity for single-occupancy offices was r_s = .88 (p = .000) and for office landscape r_s = .82 (p = .000). Eye blink rate during habitual VDU work was recorded for 12 operators randomly selected from the 32 participants in the office landscape. A marked drop in eye blink rate during VDU work was found compared to eye blink rate during easy conversation. There were no significant changes in pain intensity in the neck, shoulder, forearm, wrist/hand, back or headache (.24 < p < .67). Pain levels in different body areas were significantly correlated with reduced work capacity, .77 < r_s < .99 (p = .000).     

情绪对新手驾驶员视觉特性的影响研究

为构建基于驾驶员生理特性情绪识别系统,采用眼动仪等设备对20名新手驾驶员开展不同情绪状态下的模拟驾驶试验,采集高兴、悲伤、愤怒3种情绪状态和无情绪下新手驾驶员的视觉数据,利用Matlab、SPSS软件统计分析新手驾驶员瞳孔变化、眼球扫视、注视点视觉数据.结果 表明:悲伤、愤怒情绪对新手驾驶员瞳孔尺寸分布频率及其变化差异...     

建筑物应急疏散标识在干扰情境中的大学生视觉行为研究

为降低高校建筑物应急疏散标识周边干扰物对标识识别有效性的影响,找出干扰性最低的组合设计,通过引入尺寸、颜色、形状、位置4个参数,设计18种干扰情境,基于眼动技术,通过试验研究大学生在不同干扰情境下搜寻应急疏散标识的视觉行为.利用方差分析和F-聚类分析,对反应时间、首次进入兴趣区前用时、兴趣区首个注视点持续时间、扫视时间...     

典型案例地下水污染模拟预测评估

针对典型案例地下水污染模拟预测评估,可以选取中国东北部某典型工业污染源,应用地下水有限差分软件Visual Modflow,在地下水水均衡计算的基础上,结合气象、地质、水文、水质等资料,建立了典型工业污染源地下水水流水质预测模型.研究了地下水运动规律及水中污染物迁移转化规律,预测出未来两年内的地下水流及水质变化情况,为当地政府提出地下水污染防治对策和措施提供了理论依据.这样可以利用中国东北部某典型工业污染源,为地下水的保护提供保障.     

An Evaluation of Qualitative Indexes of Physical Habitat Applied to Agricultural Streams in Ten U.S. States1

Hughes, Robert M., Alan T. Herlihy, and Philip R. Kaufmann, 2010. An Evaluation of Qualitative Indexes of Physical Habitat Applied to Agricultural Streams in Ten U.S. States. Journal of the American Water Resources Association (JAWRA) 46(4): 792-806. DOI: 10.1111/j.1752-1688.2010.00455.x Abstract: Assessment of stream physical habitat condition is important for evaluating stream quality globally. However, the diversity of metrics and methods for assessing physical habitat condition confounds comparisons among practitioners. We surveyed 51 previously sampled stream sites (0.0-6.3 m wide) located in regions of row-crop agriculture in Oregon, California, North Dakota, South Dakota, Nebraska, Iowa, Minnesota, Pennsylvania, Maryland, and West Virginia to evaluate the comparability of four indexes of physical habitat condition relative to each other. We also compared the indexes to previously calculated indexes of fish and macroinvertebrate condition. The physical habitat indexes included the Stream Visual Assessment Protocol Version 2 of the Natural Resources Conservation Service, the qualitative habitat evaluation index of the Ohio Environmental Protection Agency, the rapid bioassessment protocol of the United States Environmental Protection Agency (USEPA), and a qualitative physical habitat index based on USEPA quantitative physical habitat measurements. All four indexes were highly correlated with each other, but low-to-moderately correlated with biotic index scores for fish and macroinvertebrate assemblages. Moderately high correlations occurred between some macroinvertebrate biotic index scores and quantitative metrics. We conclude that additional research is needed to increase the predictive and diagnostic capabilities of qualitative physical habitat indexes.     

缓解西北地区缺水问题的新途径——提高农村机械化,调整生产与消费结构

根据虚拟水与水足迹的理论与计算方法,对我国西北和中部地区虚拟水含量进行研究.首先计算2000年江西省主要农产品虚拟水含量和城乡居民生活消费虚拟水含量,得出粮食作物的虚拟水含量为284.81×108 m3;城镇居民人均消费主要产品的虚拟水量为768.27 m3;农村居民人均消费主要产品的虚拟水含量为670.17 m3.然后在前人计算结果的基础上,将江西省与陕西省的城乡居民生活消费虚拟水含量进行比较分析,发现城镇居民人均消费粮食虚拟水含量都低于农村居民,陕西省居民人均消费虚拟水含量中粮食虚拟水含量比重大于江西省居民.通过进一步研究居民的消费结构,得出调整区域生产与消费结构,增加虚拟水贸易,是缓解我国西北地区水资源短缺与社会经济发展矛盾的新途径的结论,并指出调整农村消费结构的关键是提高农业生产的机械化.     

环境中土壤微塑料研究热点及趋势可视化研究

为探究微塑料的研究现状、热点及趋势,以Web of Science核心合集数据库及中国知网(CNKI)数据库为数据来源,利用CiteSpace等软件绘制作者及机构共现网络图谱、区域分布特征图谱、关键词共现网络图谱和参考文献共被引图谱等,对环境微塑料尤其是土壤微塑料的研究现状及热点进行可视化分析。结果表明:微塑料研究自2016年开始逐步加强,其中土壤微塑料的研究热度在2021—2022年迅速上升;对于土壤微塑料,丰度分布、污染机制和健康风险等是当前研究的热点;完善土壤微塑料检测方法体系,探寻合适的土壤微塑料污染治理和管控方法及对策,对于维护生态安全和保障人体健康具有重要意义。