Developing an Automated Monitoring System for Cable Yarding Systems

IF 2.7 2区 农林科学 Q1 FORESTRY Croatian Journal of Forest Engineering Pub Date : 2021-01-14 DOI:10.5552/CROJFE.2021.768
R. Gallo, R. Visser, F. Mazzetto
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引用次数: 9

Abstract

Cable yarders are often the preferred harvesting system when extracting trees on steep terrain. While the practice of cable logging is well established, productivity is dependent on many stand and terrain variables. Being able to continuously monitor a cable yarder operation would provide the opportunity not only to manage and improve the system, but also to study the effect on operations in different conditions.This paper presents the results of an automated monitoring system that was developed and tested on a series of cable yarder operations. The system is based on the installation of a Geographical Navigation Satellite System (GNSS) onto the carriage, coupled with a data-logging unit and a data analysis program. The analysis program includes a set of algorithms able to transform the raw carriage movement data into detailed timing elements. Outputs include basic aspects such average extraction distance, average inhaul and outhaul carriage speed, but is also able to distinguish number of cycles, cycle time, as well as break the cycles into its distinct elements of outhaul, hook, inhaul and unhook.The system was tested in eight locations; four in thinning operations in Italy and four clear-cut operations in New Zealand, using three different rigging configuration of motorized slack-pulling, motorized grapple and North Bend. At all locations, a manual time and motion study was completed for comparison to the data produced by the newly developed automated system. Results showed that the system was able to identify 98% of the 369 cycles measured. The 8 cycles not detected were directly attributed to the loss of GNSS signal at two Italian sites with tree cover. For the remaining 361 cycles, the difference in gross cycle time was less than 1% and the overall accuracy for the separate elements of the cycle was less than 3% when considered at the rigging system level. The study showed that the data analyses system developed can readily convert GNSS data of the carriage movement into information useful for monitoring and studying cable yarding operations.
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电缆堆放系统自动化监控系统的开发
当在陡峭的地形上提取树木时,电缆堆场通常是首选的收获系统。虽然电缆测井的实践已经确立,但生产率取决于许多林分和地形变量。能够持续监控电缆堆场的运营,不仅可以管理和改进系统,还可以研究不同条件下对运营的影响。本文介绍了在一系列电缆堆场作业中开发和测试的自动化监控系统的结果。该系统的基础是在车厢上安装地理导航卫星系统,并配有数据记录单元和数据分析程序。分析程序包括一组算法,能够将原始滑架运动数据转换为详细的定时元素。输出包括基本方面,如平均提取距离、平均吸入和呼出运输速度,但也能够区分循环次数、循环时间,并将循环分解为呼出、挂钩、吸入和脱钩的不同元素。该系统在八个地点进行了测试;在意大利进行四次减薄作业,在新西兰进行四次清理作业,使用三种不同的索具配置,即电动松弛牵引、电动抓斗和北弯。在所有地点,都完成了一项手动时间和运动研究,以与新开发的自动化系统产生的数据进行比较。结果表明,该系统能够识别369个测量周期中的98%。未检测到的8个周期直接归因于意大利两个有树木覆盖的地点的全球导航卫星系统信号丢失。对于剩余的361个循环,在索具系统层面考虑时,总循环时间的差异小于1%,循环中单独元件的总体精度小于3%。研究表明,开发的数据分析系统可以很容易地将全球导航卫星系统的车厢移动数据转换为有助于监测和研究电缆堆放作业的信息。
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来源期刊
CiteScore
5.20
自引率
12.50%
发文量
23
审稿时长
>12 weeks
期刊介绍: Croatian Journal of Forest Engineering (CROJFE) is a refereed journal distributed internationally, publishing original research articles concerning forest engineering, both theoretical and empirical. The journal covers all aspects of forest engineering research, ranging from basic to applied subjects. In addition to research articles, preliminary research notes and subject reviews are published. Journal Subjects and Fields: -Harvesting systems and technologies- Forest biomass and carbon sequestration- Forest road network planning, management and construction- System organization and forest operations- IT technologies and remote sensing- Engineering in urban forestry- Vehicle/machine design and evaluation- Modelling and sustainable management- Eco-efficient technologies in forestry- Ergonomics and work safety
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