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Caracterisation des obstacles nuisant au travail des debroussailleurs et de leurs impacts sur la productivite par la modelisation et l'analyse du travail cognitif.

机译:通过认知工作的建模和分析,表征阻碍割草机工作的障碍及其对生产力的影响。

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Piece-rate payment systems (unit rate in ;Three steps were taken to reach that goal. The first step was to model productivity based on competing vegetation and obstacles abundance using linear regression analyses, and to explore the relationship between individual obstacle types and productivity through principal component analysis. Work studies were conducted in 0.12 ha treatment plots, with the participation of 91 subjects representing 22 silvicultural contractors. The best regression model (R 2=0.61, RMSE=4.3 hours per hectare, n=91) predicted effective time consumption (ETC) using three variables: 1) percent cover (%) of three brush species (raspberry, ferns, fireweed), 2) density of trees and shrubs higher than 1 m (number per hectare) and 3) density of obstacles hindering worker progression in the field (woody residue, stumps left after harvest, boulders and terrain roughness). Principal component analysis (PCA) was used to further revealed that two components representing woody residue and stumps bypassed by the worker were significant predictors of ETC (R2=0.14, RMSE=6.4 hours per hectare, n=91).;Measurements of hindering obstacle abundance have not been found to be easily reproducible, suggesting that some cognitive processes may be involved in coping with changing conditions. Forty-one participants were engaged in observations and interviews. Hierarchical task analysis (HTA) was performed to describe release work, complemented by an analysis according to the Skills-Rules-Knowledge (SRK) framework. Cognitive content seemed higher when workers were faced with obstacles. Half of the observed time was spent in obstacle-free areas while 30% was spent coping with slash and slash piles. Results should help develop a valid and practical method to account for obstacles in the field and may also help improve brushcutter training programs.;The final part of this dissertation aimed at testing the relationship between individual obstacle types and brushcutter productivity in the regeneration release treatment. Work studies were performed with the participation of 19 subjects employed by 11 different silvicultural contractors on as many sites spread across the province of Quebec. Brushcutter trajectories were tracked during the observation period using a Garmin GPS 60cx receiver. Exact start time of observed activities (brushcutting, filling up gas tank, filing the blade, resting) were tallied as well as obstacles that hindered brushcutter progression. A bullet camera was mounted on brushcutter safety hat to capture what was going on in front of the brushcutter. The video sequences were subjected to a time study using the Video Event Analysis software (Chappe Software) to measure the start time and duration of work around each type of obstacle as well as time in the absence of obstacle. The observation data and the video analyses data were synchronized with GPS trajectory data based on time (N=4 subjects). Calculated worker speed was contrasted between obstacle types using the SAS Mixed procedure. It was found that only slash and slash piles were significantly affecting walking speed by 41 meters/hour (p=0,0042) and thus lowered productivity. More than half of the observed work time was obstacle-free.
机译:计件工资制(单位费率;实现该目标需要采取三个步骤。第一步是使用线性回归分析基于竞争性植被和障碍物丰度对生产力进行建模,并通过以下方法探索各个障碍物类型与生产力之间的关系在0.12公顷的处理区进行了工作研究,代表22个造林承包商的91名受试者参加了研究,最佳回归模型(R 2 = 0.61,RMSE = 4.3小时每公顷,n = 91)预测有效时间消耗(ETC)使用三个变量:1)三种灌木丛(覆盆子,蕨类,杂草丛生)的覆盖率(%),2)大于1 m(每公顷数量)的树木和灌木的密度以及3)妨碍工人的障碍物的密度田间进展(木质残留物,收割后残留的树桩,巨石和地形不平整)。主成分分析(PCA)用于进一步揭示,代表工人残留的木本残渣和树桩的两个成分是ETC的重要预测指标(R2 = 0.14,RMSE = 6.4小时/公顷,n = 91)。还没有发现丰度很容易重现,这表明应对变化的环境可能涉及一些认知过程。 41名参与者进行了观察和访谈。进行了分层任务分析(HTA)来描述发布工作,并根据Skills-Rules-Knowledge(SRK)框架进行了分析。当工人遇到障碍时,认知内容似乎更高。观察到的时间的一半用于无障碍区域,而30%的时间用于应对斜线和斜线桩。研究结果应有助于开发一种解决野外障碍物的有效方法,并有助于改进割灌机的培训计划。本论文的最后部分旨在测试再生释放处理中各个障碍物类型与割灌机生产率之间的关系。在魁北克省的许多站点上,由11个不同的造林承包商雇用的19个主题参与了工作研究。在观测期间,使用Garmin GPS 60cx接收器跟踪了割灌机的轨迹。记录了观察到的活动的准确开始时间(剪毛,加油,填充刀片,休息)以及阻碍割草机进展的障碍。子弹式摄像机安装在割草机安全帽上,以捕获割草机前的状况。使用视频事件分析软件(Chappe软件)对视频序列进行了时间研究,以测量每种障碍物周围的工作的开始时间和持续时间以及没有障碍物的时间。观测数据和视频分析数据与基于时间的GPS轨迹数据同步(N = 4个对象)。使用SAS混合程序比较了两种障碍物类型之间的计算得出的工人速度。发现只有斜线和斜线桩显着影响步行速度41米/小时(p = 0,0042),从而降低了生产率。观察到的工作时间中有一半以上是无障碍的。

著录项

  • 作者

    Dubeau, Denise.;

  • 作者单位

    Ecole Polytechnique, Montreal (Canada).;

  • 授予单位 Ecole Polytechnique, Montreal (Canada).;
  • 学科 Engineering Industrial.;Engineering Environmental.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 181 p.
  • 总页数 181
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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