Volume Estimation of Stockpile Using Unmanned Aerial Vehicle

Mysaira Amy Tamin, N. Darwin, Z. Majid, M. Ariff, K. M. Idris, A. Samad
{"title":"Volume Estimation of Stockpile Using Unmanned Aerial Vehicle","authors":"Mysaira Amy Tamin, N. Darwin, Z. Majid, M. Ariff, K. M. Idris, A. Samad","doi":"10.1109/ICCSCE47578.2019.9068543","DOIUrl":null,"url":null,"abstract":"At present, contractors continue to face difficulty in estimating the amount of the earthwork volume and cut and fill for the earthwork. The surveyor manually carries out detail survey which time consuming and problem occurs either come from the instrument or human error. However, Unmanned Aerial Vehicle (UAV) installed with high technology sensor offer many advantages especially for fast data collection in the require time frame. Therefore, this research focused on determining the accuracy of stockpile volume calculation using UAV. The objectives of this study are to investigate the error in field measurement and high precision volume calculation, to map the volume of the stockpile using UAV image and to calculate time taken the survey conducted. The imaging process have been carried out by using UAV, meanwhile the detail survey conducted by using Laser Scanning in order to verify and compare both method accuracy. This study has been carried out at Hup Seng Quarry, Ulu Choh. as a study area. The obtained result shows that Terrestrial Laser Scanner (TLS) method more time consuming and Digital Elevation Model (DEM) both methods were generated. As conclusion, this method able to generate contour, DEM and calculated accurate volume as the relative error is 0.002%.","PeriodicalId":221890,"journal":{"name":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 9th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSCE47578.2019.9068543","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

At present, contractors continue to face difficulty in estimating the amount of the earthwork volume and cut and fill for the earthwork. The surveyor manually carries out detail survey which time consuming and problem occurs either come from the instrument or human error. However, Unmanned Aerial Vehicle (UAV) installed with high technology sensor offer many advantages especially for fast data collection in the require time frame. Therefore, this research focused on determining the accuracy of stockpile volume calculation using UAV. The objectives of this study are to investigate the error in field measurement and high precision volume calculation, to map the volume of the stockpile using UAV image and to calculate time taken the survey conducted. The imaging process have been carried out by using UAV, meanwhile the detail survey conducted by using Laser Scanning in order to verify and compare both method accuracy. This study has been carried out at Hup Seng Quarry, Ulu Choh. as a study area. The obtained result shows that Terrestrial Laser Scanner (TLS) method more time consuming and Digital Elevation Model (DEM) both methods were generated. As conclusion, this method able to generate contour, DEM and calculated accurate volume as the relative error is 0.002%.
基于无人机的库存体积估算
目前,承建商在估算土方工程量和土方的挖填量方面仍然面临困难。测量员手动进行详细测量,耗时和问题要么来自仪器,要么来自人为错误。然而,安装了高科技传感器的无人机(UAV)具有许多优势,特别是在要求的时间框架内快速收集数据。因此,本研究的重点是确定利用无人机计算库存量的准确性。本研究的目的是调查现场测量和高精度体积计算的误差,利用无人机图像绘制库存体积图,并计算进行调查所需的时间。利用无人机进行了成像处理,同时利用激光扫描进行了细部调查,以验证和比较两种方法的精度。这项研究是在乌丘的合生采石场进行的。作为研究区域。结果表明,地面激光扫描(TLS)方法和数字高程模型(DEM)方法的生成耗时较大。结果表明,该方法在相对误差为0.002%的情况下,能够生成轮廓线、DEM并计算出准确的体积。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信