Six Sigma based modeling of the hydraulic oil heating under low load operation

The hydraulic system is the backbone of industrial, construction, and agricultural machines. Its high-power density and efficiency execution make it the preferred choice for high-energy applications. This manuscript presents the evidence against the statement, Whenever the system runs to its full ca...

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Main Authors: Neeraj Gupta, Prashantha Kini, Saurabh Gupta, Hemant Darbari, Nisheeth Joshi, Mahdi Khosravy
Format: Article
Language:English
Published: Elsevier 2021-02-01
Series:Engineering Science and Technology, an International Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098620342634
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spelling doaj-6cec041ebfa24db2abbe1bb0307205532021-02-01T04:13:28ZengElsevierEngineering Science and Technology, an International Journal2215-09862021-02-012411121Six Sigma based modeling of the hydraulic oil heating under low load operationNeeraj Gupta0Prashantha Kini1Saurabh Gupta2Hemant Darbari3Nisheeth Joshi4Mahdi Khosravy5Dept. of Computer Science and Engineering, Oakland University, Rochester, MI, USAJohn Deere India Pvt Ltd., IndiaDepartment of Computer Science, Banasthali, Vidyapith Rajasthan, India; John Deere India Pvt Ltd., IndiaCentre for Development of Advanced Computing, Pune, Maharashtra, IndiaDepartment of Computer Science, Banasthali, Vidyapith Rajasthan, IndiaMedia Integrated Communication Laboratory, Graduate School of Engineering, Osaka University, Japan; Corresponding author.The hydraulic system is the backbone of industrial, construction, and agricultural machines. Its high-power density and efficiency execution make it the preferred choice for high-energy applications. This manuscript presents the evidence against the statement, Whenever the system runs to its full capacity, hydraulic oil heats up more as compared to partial loads.“ Our experimental study on Injection Molding Machine (IMM) hydraulic system tries to reshape the above statement by presenting the fact where we came across that lower system loading case is causing higher hydraulic oil temperatures than full loading.” The concern started when the machine at lower speeds results in frequent shutdowns due to increasing operating temperature high alarm!“ This article presents the study to resolve the stated issue completely. For the design evolution, a systematic diagnostic approach is displayed based on the six-sigma and the associated mathematical model. Our study concludes with an approach to find the self-balancing system for the case where the temperature increase is must be due to the higher rate of heat addition than the rate of heat rejection. Presented learning can be equally extended for the other fields of interest, as care should be taken to understand the passive system losses, which can result in elevated temperatures due to lower cooling capabilities.http://www.sciencedirect.com/science/article/pii/S2215098620342634HydraulicsHeat generationRadial piston pumpVariable displacement pumpCase drainCheck valve
collection DOAJ
language English
format Article
sources DOAJ
author Neeraj Gupta
Prashantha Kini
Saurabh Gupta
Hemant Darbari
Nisheeth Joshi
Mahdi Khosravy
spellingShingle Neeraj Gupta
Prashantha Kini
Saurabh Gupta
Hemant Darbari
Nisheeth Joshi
Mahdi Khosravy
Six Sigma based modeling of the hydraulic oil heating under low load operation
Engineering Science and Technology, an International Journal
Hydraulics
Heat generation
Radial piston pump
Variable displacement pump
Case drain
Check valve
author_facet Neeraj Gupta
Prashantha Kini
Saurabh Gupta
Hemant Darbari
Nisheeth Joshi
Mahdi Khosravy
author_sort Neeraj Gupta
title Six Sigma based modeling of the hydraulic oil heating under low load operation
title_short Six Sigma based modeling of the hydraulic oil heating under low load operation
title_full Six Sigma based modeling of the hydraulic oil heating under low load operation
title_fullStr Six Sigma based modeling of the hydraulic oil heating under low load operation
title_full_unstemmed Six Sigma based modeling of the hydraulic oil heating under low load operation
title_sort six sigma based modeling of the hydraulic oil heating under low load operation
publisher Elsevier
series Engineering Science and Technology, an International Journal
issn 2215-0986
publishDate 2021-02-01
description The hydraulic system is the backbone of industrial, construction, and agricultural machines. Its high-power density and efficiency execution make it the preferred choice for high-energy applications. This manuscript presents the evidence against the statement, Whenever the system runs to its full capacity, hydraulic oil heats up more as compared to partial loads.“ Our experimental study on Injection Molding Machine (IMM) hydraulic system tries to reshape the above statement by presenting the fact where we came across that lower system loading case is causing higher hydraulic oil temperatures than full loading.” The concern started when the machine at lower speeds results in frequent shutdowns due to increasing operating temperature high alarm!“ This article presents the study to resolve the stated issue completely. For the design evolution, a systematic diagnostic approach is displayed based on the six-sigma and the associated mathematical model. Our study concludes with an approach to find the self-balancing system for the case where the temperature increase is must be due to the higher rate of heat addition than the rate of heat rejection. Presented learning can be equally extended for the other fields of interest, as care should be taken to understand the passive system losses, which can result in elevated temperatures due to lower cooling capabilities.
topic Hydraulics
Heat generation
Radial piston pump
Variable displacement pump
Case drain
Check valve
url http://www.sciencedirect.com/science/article/pii/S2215098620342634
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