基于自动记录的后续数据集比较货代吊杆控制系统

IF 1.7 3区 农林科学 Q2 FORESTRY
Silva Fennica Pub Date : 2019-01-01 DOI:10.14214/SF.10161
Jussi Manner, Anders Mörk, M. Englund
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引用次数: 13

摘要

起重机作业是货代作业中最耗时的工作要素。因此,像杆尖控制这样的辅助系统是有意义的。2013年推出了第一个商用货代吊杆尖端控制系统。在本研究中,我们分析了用John deere版本的臂尖控制(称为智能臂尖控制,IBC)取代传统的臂尖控制(CBC)是否能提高起重机的工作效率。我们使用了从10个最终采伐林自动收集的数据,涵盖了瑞典南部、中部和北部的典型采伐条件。在后续研究中,由7名经验丰富的操作员操作2台John Deere 1510E和2台John Deere 1910G货代,共处理1238个货物。采用分块设计来隔离所使用的臂架控制系统(CBC, IBC)的影响。我们发现,与使用CBC相比,使用IBC进行装载工作(包括起重机工作和驱动)可节省5.2%的生产机器时间(p ?使用IBC卸载工作时,相应的节省为7.9% (p < · $ 0.05)。根据地球物理因素,这相当于为整个转发节省了大约4%的生产机器时间,包括纯运输(带和不带负载)。此外,该研究在切分长度的背景下引入了一种新颖的实地研究设计,以收集普通转发操作过程中的大型后续数据集。我们发现该研究设计是一种成本有效的方法,将传统随访数据集的代表性与建立因果关系的能力相结合。传统上,只有通过观察时间研究或标准化实验才能建立因果关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparing forwarder boom-control systems based on an automatically recorded follow-up dataset
Crane work is the most time-consuming work element in forwarding. Hence, assist systems like boom-tip control are of interest. The first commercially available boom-tip control for forwarders was introduced in 2013. In this study we analysed whether replacing conventional boom control (CBC) with John Deere’s version of boom-tip control (named Intelligent Boom Control, IBC), increases crane-work productivity. We used data automatically gathered from 10 final-felling stands, covering typical logging conditions for southern, central and northern Sweden. Two John Deere 1510E and two John Deere 1910G forwarders were operated by seven experienced operators during the follow-up study, covering 1238 loads in total. A split-plot design was applied to isolate effects of the boom-control system being used (CBC, IBC). We found that using IBC for loading work (crane work and driving included) saved 5.2% of productive machine time compared to using CBC (p ≤ 0.05). The corresponding saving when using IBC for unloading work was 7.9% (p ≤ 0.05). Depending on geophysical factors, this corresponds to approximately 4% savings in productive machine time for forwarding as a whole, including pure transport (with and without load). Moreover, the study introduced in cut-to-length context a novel field-study design to collect a large follow-up dataset in the course of ordinary forwarding operations. We found the study design to be a cost-efficient way to combine the representativeness of conventional follow-up datasets with the ability to establish causal relationships. Establishment of causal relationships has traditionally been possible only through observational time studies or standardized experiments.
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来源期刊
Silva Fennica
Silva Fennica 农林科学-林学
CiteScore
3.50
自引率
11.10%
发文量
21
审稿时长
3 months
期刊介绍: Silva Fennica publishes significant new knowledge on forest sciences. The scope covers research on forestry and forest ecosystems. Silva Fennica aims to increase understanding on forest ecosystems, and sustainable use and conservation of forest resources. Use of forest resources includes all aspects of forestry containing biomass-based and non-timber products, economic and social factors etc.
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