Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs
In order to solve the single machine scheduling problem, and improve the reliability and stability of the equipment, a single machine scheduling model considering piecewise linear deterioration and maintenance unavailability time was established according to the characteristics of continuous fault d...
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Hebei University of Science and Technology
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doaj-01016520f5a24184a10e06e3ce0d1a6a2020-11-25T03:59:17ZzhoHebei University of Science and TechnologyJournal of Hebei University of Science and Technology1008-15422020-10-0141538138910.7535/hbkd.2020yx05001b202005001Research on single machine scheduling with state maintenance strategy and step-deteriorating jobsXia PEI0Xiao WU1Peng GUO2Xin WANG3Kun WEN4School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaSchool of Mechanical Engineering, Southwest Jiaotong University, Chengdu, Sichuan 610031, ChinaIn order to solve the single machine scheduling problem, and improve the reliability and stability of the equipment, a single machine scheduling model considering piecewise linear deterioration and maintenance unavailability time was established according to the characteristics of continuous fault detection and discrete fault detection. Based on the system reliability theory, the single machine scheduling problem considering machine reliability was studied, and the advantages and disadvantages of maintenance strategy were compared by unified processing of decision conditions. The influence of related parameter changes on production scheduling optimization was determined by single factor and two factor adjustment analysis. The results show that the solution time of the model increases exponentially with the decreasing direction of unit delay cost, and the greater the unit delay cost, the faster the solution speed. The change of delay cost per unit time will not cause a significant change in maintenance cost, and the cost function does not have jumping nodes in flexible periodic maintenance, so it can not be adjusted adaptively. Ratio of preventive maintenance time to fault minor maintenance time has great influence on maintenance decision under discrete detection. The unified processing method of decision conditions can reduce the calculation time and detection cost, and better solve the problems of excessive maintenance or insufficient maintenance in discrete fault detection. These will help to reduce operating costs and improve economic benefits.http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b202005001&flag=1&journal_production management; continuous fault detection; discrete fault detection; deteriorating jobs; single machine scheduling; integer programming |
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language |
zho |
format |
Article |
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DOAJ |
author |
Xia PEI Xiao WU Peng GUO Xin WANG Kun WEN |
spellingShingle |
Xia PEI Xiao WU Peng GUO Xin WANG Kun WEN Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs Journal of Hebei University of Science and Technology production management; continuous fault detection; discrete fault detection; deteriorating jobs; single machine scheduling; integer programming |
author_facet |
Xia PEI Xiao WU Peng GUO Xin WANG Kun WEN |
author_sort |
Xia PEI |
title |
Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs |
title_short |
Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs |
title_full |
Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs |
title_fullStr |
Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs |
title_full_unstemmed |
Research on single machine scheduling with state maintenance strategy and step-deteriorating jobs |
title_sort |
research on single machine scheduling with state maintenance strategy and step-deteriorating jobs |
publisher |
Hebei University of Science and Technology |
series |
Journal of Hebei University of Science and Technology |
issn |
1008-1542 |
publishDate |
2020-10-01 |
description |
In order to solve the single machine scheduling problem, and improve the reliability and stability of the equipment, a single machine scheduling model considering piecewise linear deterioration and maintenance unavailability time was established according to the characteristics of continuous fault detection and discrete fault detection. Based on the system reliability theory, the single machine scheduling problem considering machine reliability was studied, and the advantages and disadvantages of maintenance strategy were compared by unified processing of decision conditions. The influence of related parameter changes on production scheduling optimization was determined by single factor and two factor adjustment analysis. The results show that the solution time of the model increases exponentially with the decreasing direction of unit delay cost, and the greater the unit delay cost, the faster the solution speed. The change of delay cost per unit time will not cause a significant change in maintenance cost, and the cost function does not have jumping nodes in flexible periodic maintenance, so it can not be adjusted adaptively. Ratio of preventive maintenance time to fault minor maintenance time has great influence on maintenance decision under discrete detection. The unified processing method of decision conditions can reduce the calculation time and detection cost, and better solve the problems of excessive maintenance or insufficient maintenance in discrete fault detection. These will help to reduce operating costs and improve economic benefits. |
topic |
production management; continuous fault detection; discrete fault detection; deteriorating jobs; single machine scheduling; integer programming |
url |
http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b202005001&flag=1&journal_ |
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