Analysis of Factors Affecting The Management of Overall Energy Efficiency of Tractor-Implement by Real-Time Performance Monitoring

Overall energy efficiency (OEE) is an important indicator of energy consumption in tillage operations. Tillage energy was studied objectivity to accurately measure the OEE of MF399-4WD tractor. The tractor was equipped with different types of sensors to measure and calibrate the required data includ...

Full description

Saved in:
Bibliographic Details
Published in:Māshīnʹhā-yi kishāvarzī 2014-09, Vol.4 (2), p.214-225
Main Authors: N Kazemi, M Almassi, H Bahrami, M.J Shaykhdavoodi, M Mesgarbashi
Format: Article
Language:English
Subjects:
Overall Energy Efficiency, Sensor, Wireless, Fuel Consumption, Performance Parameters
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by
cites
container_end_page 225
container_issue 2
container_start_page 214
container_title Māshīnʹhā-yi kishāvarzī
container_volume 4
creator N Kazemi
M Almassi
H Bahrami
M.J Shaykhdavoodi
M Mesgarbashi
description Overall energy efficiency (OEE) is an important indicator of energy consumption in tillage operations. Tillage energy was studied objectivity to accurately measure the OEE of MF399-4WD tractor. The tractor was equipped with different types of sensors to measure and calibrate the required data including: fuel consumption, actual forward speed, wheel speed and slippage, engine speed, draft and drawbar power. The data were recorded with frequency of 1000 Hz and transmitted by employing a suitable wireless technology in the range of up to1.5 km to the user's personal computer and is stored in Excel format. The hardware and the software program, which was written in C# language, simultaneously monitor the changes in functional parameters and the monitoring can be done even from far away and via the Internet. The split factorial experiment with three factors including ballast, selected gear ratio and two wheel drive configurations (two and four wheel drive) was employed to perform analysis of variance (ANOVA), POST ANOVA AND PATH ANALYSIS. The results show that the performance of remote monitoring devices installation was very accurate and high-quality. Furthermore, statistical analysis showed that three parameters including slippage, fuel consumption and tractor Power Equivalent (PEQ) were the most effective parameters on overall energy efficiency of tractors – tillage. The variance analysis showed that the effect of gear ratio and drive configuration on the OEE were also significant at the one percent level. However, ballasting had no significant effect on the OEE.
doi_str_mv 10.22067/jam.v4i2.28495
format article
fullrecord <record><control><sourceid>doaj</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_c059987080414f3fa49b4dc146935af7</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_c059987080414f3fa49b4dc146935af7</doaj_id><sourcerecordid>oai_doaj_org_article_c059987080414f3fa49b4dc146935af7</sourcerecordid><originalsourceid>FETCH-doaj_primary_oai_doaj_org_article_c059987080414f3fa49b4dc146935af73</originalsourceid><addsrcrecordid>eNqtjctOwzAQRS0EEhV0zdY_kOLYThwvK5SKLhAIZR9NXDu48qOyo0rZ8uWkhU9gdUczZ85F6KkkG0pJLZ6P4DdnbumGNlxWN2hFOWUFk5zdLjOlTVE3VN6jdc52IJUQjJWiWqHvbQA3Z5txNHgHaoop460xWk02jLj70vgNAoza6zBdmPezTuAcboNO44xbY6yyOqj5cuzS1VDs_cn9fgwz_tTgis56jT90MjF5CGqxxmAXdCl5RHcGXNbrv3xA-13bvbwWhwjH_pSshzT3EWx_XcQ09pAmq5zuFamkbARpCC-5YQa4HPhBlbyWrAIj2H-6fgCMMnIB</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Analysis of Factors Affecting The Management of Overall Energy Efficiency of Tractor-Implement by Real-Time Performance Monitoring</title><source>IngentaConnect Journals</source><creator>N Kazemi ; M Almassi ; H Bahrami ; M.J Shaykhdavoodi ; M Mesgarbashi</creator><creatorcontrib>N Kazemi ; M Almassi ; H Bahrami ; M.J Shaykhdavoodi ; M Mesgarbashi</creatorcontrib><description>Overall energy efficiency (OEE) is an important indicator of energy consumption in tillage operations. Tillage energy was studied objectivity to accurately measure the OEE of MF399-4WD tractor. The tractor was equipped with different types of sensors to measure and calibrate the required data including: fuel consumption, actual forward speed, wheel speed and slippage, engine speed, draft and drawbar power. The data were recorded with frequency of 1000 Hz and transmitted by employing a suitable wireless technology in the range of up to1.5 km to the user's personal computer and is stored in Excel format. The hardware and the software program, which was written in C# language, simultaneously monitor the changes in functional parameters and the monitoring can be done even from far away and via the Internet. The split factorial experiment with three factors including ballast, selected gear ratio and two wheel drive configurations (two and four wheel drive) was employed to perform analysis of variance (ANOVA), POST ANOVA AND PATH ANALYSIS. The results show that the performance of remote monitoring devices installation was very accurate and high-quality. Furthermore, statistical analysis showed that three parameters including slippage, fuel consumption and tractor Power Equivalent (PEQ) were the most effective parameters on overall energy efficiency of tractors – tillage. The variance analysis showed that the effect of gear ratio and drive configuration on the OEE were also significant at the one percent level. However, ballasting had no significant effect on the OEE.</description><identifier>ISSN: 2228-6829</identifier><identifier>EISSN: 2423-3943</identifier><identifier>DOI: 10.22067/jam.v4i2.28495</identifier><language>eng</language><publisher>Ferdowsi University of Mashhad</publisher><subject>Overall Energy Efficiency, Sensor, Wireless, Fuel Consumption, Performance Parameters</subject><ispartof>Māshīnʹhā-yi kishāvarzī, 2014-09, Vol.4 (2), p.214-225</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids></links><search><creatorcontrib>N Kazemi</creatorcontrib><creatorcontrib>M Almassi</creatorcontrib><creatorcontrib>H Bahrami</creatorcontrib><creatorcontrib>M.J Shaykhdavoodi</creatorcontrib><creatorcontrib>M Mesgarbashi</creatorcontrib><title>Analysis of Factors Affecting The Management of Overall Energy Efficiency of Tractor-Implement by Real-Time Performance Monitoring</title><title>Māshīnʹhā-yi kishāvarzī</title><description>Overall energy efficiency (OEE) is an important indicator of energy consumption in tillage operations. Tillage energy was studied objectivity to accurately measure the OEE of MF399-4WD tractor. The tractor was equipped with different types of sensors to measure and calibrate the required data including: fuel consumption, actual forward speed, wheel speed and slippage, engine speed, draft and drawbar power. The data were recorded with frequency of 1000 Hz and transmitted by employing a suitable wireless technology in the range of up to1.5 km to the user's personal computer and is stored in Excel format. The hardware and the software program, which was written in C# language, simultaneously monitor the changes in functional parameters and the monitoring can be done even from far away and via the Internet. The split factorial experiment with three factors including ballast, selected gear ratio and two wheel drive configurations (two and four wheel drive) was employed to perform analysis of variance (ANOVA), POST ANOVA AND PATH ANALYSIS. The results show that the performance of remote monitoring devices installation was very accurate and high-quality. Furthermore, statistical analysis showed that three parameters including slippage, fuel consumption and tractor Power Equivalent (PEQ) were the most effective parameters on overall energy efficiency of tractors – tillage. The variance analysis showed that the effect of gear ratio and drive configuration on the OEE were also significant at the one percent level. However, ballasting had no significant effect on the OEE.</description><subject>Overall Energy Efficiency, Sensor, Wireless, Fuel Consumption, Performance Parameters</subject><issn>2228-6829</issn><issn>2423-3943</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNqtjctOwzAQRS0EEhV0zdY_kOLYThwvK5SKLhAIZR9NXDu48qOyo0rZ8uWkhU9gdUczZ85F6KkkG0pJLZ6P4DdnbumGNlxWN2hFOWUFk5zdLjOlTVE3VN6jdc52IJUQjJWiWqHvbQA3Z5txNHgHaoop460xWk02jLj70vgNAoza6zBdmPezTuAcboNO44xbY6yyOqj5cuzS1VDs_cn9fgwz_tTgis56jT90MjF5CGqxxmAXdCl5RHcGXNbrv3xA-13bvbwWhwjH_pSshzT3EWx_XcQ09pAmq5zuFamkbARpCC-5YQa4HPhBlbyWrAIj2H-6fgCMMnIB</recordid><startdate>20140901</startdate><enddate>20140901</enddate><creator>N Kazemi</creator><creator>M Almassi</creator><creator>H Bahrami</creator><creator>M.J Shaykhdavoodi</creator><creator>M Mesgarbashi</creator><general>Ferdowsi University of Mashhad</general><scope>DOA</scope></search><sort><creationdate>20140901</creationdate><title>Analysis of Factors Affecting The Management of Overall Energy Efficiency of Tractor-Implement by Real-Time Performance Monitoring</title><author>N Kazemi ; M Almassi ; H Bahrami ; M.J Shaykhdavoodi ; M Mesgarbashi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-doaj_primary_oai_doaj_org_article_c059987080414f3fa49b4dc146935af73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Overall Energy Efficiency, Sensor, Wireless, Fuel Consumption, Performance Parameters</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>N Kazemi</creatorcontrib><creatorcontrib>M Almassi</creatorcontrib><creatorcontrib>H Bahrami</creatorcontrib><creatorcontrib>M.J Shaykhdavoodi</creatorcontrib><creatorcontrib>M Mesgarbashi</creatorcontrib><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Māshīnʹhā-yi kishāvarzī</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>N Kazemi</au><au>M Almassi</au><au>H Bahrami</au><au>M.J Shaykhdavoodi</au><au>M Mesgarbashi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of Factors Affecting The Management of Overall Energy Efficiency of Tractor-Implement by Real-Time Performance Monitoring</atitle><jtitle>Māshīnʹhā-yi kishāvarzī</jtitle><date>2014-09-01</date><risdate>2014</risdate><volume>4</volume><issue>2</issue><spage>214</spage><epage>225</epage><pages>214-225</pages><issn>2228-6829</issn><eissn>2423-3943</eissn><abstract>Overall energy efficiency (OEE) is an important indicator of energy consumption in tillage operations. Tillage energy was studied objectivity to accurately measure the OEE of MF399-4WD tractor. The tractor was equipped with different types of sensors to measure and calibrate the required data including: fuel consumption, actual forward speed, wheel speed and slippage, engine speed, draft and drawbar power. The data were recorded with frequency of 1000 Hz and transmitted by employing a suitable wireless technology in the range of up to1.5 km to the user's personal computer and is stored in Excel format. The hardware and the software program, which was written in C# language, simultaneously monitor the changes in functional parameters and the monitoring can be done even from far away and via the Internet. The split factorial experiment with three factors including ballast, selected gear ratio and two wheel drive configurations (two and four wheel drive) was employed to perform analysis of variance (ANOVA), POST ANOVA AND PATH ANALYSIS. The results show that the performance of remote monitoring devices installation was very accurate and high-quality. Furthermore, statistical analysis showed that three parameters including slippage, fuel consumption and tractor Power Equivalent (PEQ) were the most effective parameters on overall energy efficiency of tractors – tillage. The variance analysis showed that the effect of gear ratio and drive configuration on the OEE were also significant at the one percent level. However, ballasting had no significant effect on the OEE.</abstract><pub>Ferdowsi University of Mashhad</pub><doi>10.22067/jam.v4i2.28495</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2228-6829
ispartof Māshīnʹhā-yi kishāvarzī, 2014-09, Vol.4 (2), p.214-225
issn 2228-6829
2423-3943
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_c059987080414f3fa49b4dc146935af7
source IngentaConnect Journals
subjects Overall Energy Efficiency, Sensor, Wireless, Fuel Consumption, Performance Parameters
title Analysis of Factors Affecting The Management of Overall Energy Efficiency of Tractor-Implement by Real-Time Performance Monitoring
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-19T23%3A54%3A08IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-doaj&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Analysis%20of%20Factors%20Affecting%20The%20Management%20of%20Overall%20Energy%20Efficiency%20of%20Tractor-Implement%20by%20Real-Time%20Performance%20Monitoring&rft.jtitle=M%C4%81sh%C4%ABn%CA%B9h%C4%81-yi%20kish%C4%81varz%C4%AB&rft.au=N%20Kazemi&rft.date=2014-09-01&rft.volume=4&rft.issue=2&rft.spage=214&rft.epage=225&rft.pages=214-225&rft.issn=2228-6829&rft.eissn=2423-3943&rft_id=info:doi/10.22067/jam.v4i2.28495&rft_dat=%3Cdoaj%3Eoai_doaj_org_article_c059987080414f3fa49b4dc146935af7%3C/doaj%3E%3Cgrp_id%3Ecdi_FETCH-doaj_primary_oai_doaj_org_article_c059987080414f3fa49b4dc146935af73%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true