A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown

Zian Zhao; Hong Zhou; Yingjian Lei

doi:10.1007/978-981-16-6328-4_15

A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown

Zian Zhao
, Hong Zhou^*
, Yingjian Lei

^*此作品的通讯作者

经济管理学院

Beihang University

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

1 引用（Scopus）

摘要

This paper addresses the scheduling problem for cell manufacturing system, considering machine breakdown, job inter-cell movement, and energy consumption for machine idleness, which are common in real production but hard to be handled simultaneously. An integer programming model is established which minimizes the make-span as well as the total cost of energy consumption for machine idleness and repairing of faulty machines during the process. Due to the strong hardness of the problem, the solving approach based on the three-layer wolf pack algorithm combined with discrete event simulation is proposed. Numerical experiments show that the proposed algorithm can find a satisfied solution to this two objectives optimization problem in a reasonable time.

源语言	英语
主期刊名	Proceedings of 2021 Chinese Intelligent Systems Conference
编辑	Yingmin Jia, Weicun Zhang, Yongling Fu, Zhiyuan Yu, Song Zheng
出版商	Springer Science and Business Media Deutschland GmbH
页	126-133
页数	8
ISBN（印刷版）	9789811663277
DOI	https://doi.org/10.1007/978-981-16-6328-4_15
出版状态	已出版 - 2022
活动	17th Chinese Intelligent Systems Conference, CISC 2021 - Fuzhou, 中国期限: 16 10月 2021 → 17 10月 2021

出版系列

姓名	Lecture Notes in Electrical Engineering
卷	803 LNEE
ISSN（印刷版）	1876-1100
ISSN（电子版）	1876-1119

会议

会议	17th Chinese Intelligent Systems Conference, CISC 2021
国家/地区	中国
市	Fuzhou
时期	16/10/21 → 17/10/21

联合国可持续发展目标

此成果有助于实现下列可持续发展目标：

可持续发展目标 7 经济适用的清洁能源

访问文件

10.1007/978-981-16-6328-4_15

其它文件与链接

链接到 Scopus 的出版物

引用此

Zhao, Z., Zhou, H., & Lei, Y. (2022). A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown. 在 Y. Jia, W. Zhang, Y. Fu, Z. Yu, & S. Zheng (编辑), Proceedings of 2021 Chinese Intelligent Systems Conference (页码 126-133). (Lecture Notes in Electrical Engineering; 卷 803 LNEE). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-16-6328-4_15

Zhao, Zian ; Zhou, Hong ; Lei, Yingjian. / A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown. Proceedings of 2021 Chinese Intelligent Systems Conference. 编辑 / Yingmin Jia ; Weicun Zhang ; Yongling Fu ; Zhiyuan Yu ; Song Zheng. Springer Science and Business Media Deutschland GmbH, 2022. 页码 126-133 (Lecture Notes in Electrical Engineering).

@inproceedings{518403d851bc479399e06d83e812e3ca,

title = "A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown",

abstract = "This paper addresses the scheduling problem for cell manufacturing system, considering machine breakdown, job inter-cell movement, and energy consumption for machine idleness, which are common in real production but hard to be handled simultaneously. An integer programming model is established which minimizes the make-span as well as the total cost of energy consumption for machine idleness and repairing of faulty machines during the process. Due to the strong hardness of the problem, the solving approach based on the three-layer wolf pack algorithm combined with discrete event simulation is proposed. Numerical experiments show that the proposed algorithm can find a satisfied solution to this two objectives optimization problem in a reasonable time.",

keywords = "Cell scheduling, Cellular manufacturing systems, Discrete event simulation, Energy consumption, Machine breakdown, Wolf pack algorithm",

author = "Zian Zhao and Hong Zhou and Yingjian Lei",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; 17th Chinese Intelligent Systems Conference, CISC 2021 ; Conference date: 16-10-2021 Through 17-10-2021",

year = "2022",

doi = "10.1007/978-981-16-6328-4\_15",

language = "英语",

isbn = "9789811663277",

series = "Lecture Notes in Electrical Engineering",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "126--133",

editor = "Yingmin Jia and Weicun Zhang and Yongling Fu and Zhiyuan Yu and Song Zheng",

booktitle = "Proceedings of 2021 Chinese Intelligent Systems Conference",

address = "德国",

}

Zhao, Z, Zhou, H & Lei, Y 2022, A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown. 在 Y Jia, W Zhang, Y Fu, Z Yu & S Zheng (编辑), Proceedings of 2021 Chinese Intelligent Systems Conference. Lecture Notes in Electrical Engineering, 卷 803 LNEE, Springer Science and Business Media Deutschland GmbH, 页码 126-133, 17th Chinese Intelligent Systems Conference, CISC 2021, Fuzhou, 中国, 16/10/21. https://doi.org/10.1007/978-981-16-6328-4_15

A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown. / Zhao, Zian; Zhou, Hong; Lei, Yingjian.
Proceedings of 2021 Chinese Intelligent Systems Conference. 编辑 / Yingmin Jia; Weicun Zhang; Yongling Fu; Zhiyuan Yu; Song Zheng. Springer Science and Business Media Deutschland GmbH, 2022. 页码 126-133 (Lecture Notes in Electrical Engineering; 卷 803 LNEE).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown

AU - Zhao, Zian

AU - Zhou, Hong

AU - Lei, Yingjian

PY - 2022

Y1 - 2022

N2 - This paper addresses the scheduling problem for cell manufacturing system, considering machine breakdown, job inter-cell movement, and energy consumption for machine idleness, which are common in real production but hard to be handled simultaneously. An integer programming model is established which minimizes the make-span as well as the total cost of energy consumption for machine idleness and repairing of faulty machines during the process. Due to the strong hardness of the problem, the solving approach based on the three-layer wolf pack algorithm combined with discrete event simulation is proposed. Numerical experiments show that the proposed algorithm can find a satisfied solution to this two objectives optimization problem in a reasonable time.

AB - This paper addresses the scheduling problem for cell manufacturing system, considering machine breakdown, job inter-cell movement, and energy consumption for machine idleness, which are common in real production but hard to be handled simultaneously. An integer programming model is established which minimizes the make-span as well as the total cost of energy consumption for machine idleness and repairing of faulty machines during the process. Due to the strong hardness of the problem, the solving approach based on the three-layer wolf pack algorithm combined with discrete event simulation is proposed. Numerical experiments show that the proposed algorithm can find a satisfied solution to this two objectives optimization problem in a reasonable time.

KW - Cell scheduling

KW - Cellular manufacturing systems

KW - Discrete event simulation

KW - Energy consumption

KW - Machine breakdown

KW - Wolf pack algorithm

UR - https://www.scopus.com/pages/publications/85117896215

U2 - 10.1007/978-981-16-6328-4_15

DO - 10.1007/978-981-16-6328-4_15

M3 - 会议稿件

AN - SCOPUS:85117896215

SN - 9789811663277

T3 - Lecture Notes in Electrical Engineering

SP - 126

EP - 133

BT - Proceedings of 2021 Chinese Intelligent Systems Conference

A2 - Jia, Yingmin

A2 - Zhang, Weicun

A2 - Fu, Yongling

A2 - Yu, Zhiyuan

A2 - Zheng, Song

PB - Springer Science and Business Media Deutschland GmbH

T2 - 17th Chinese Intelligent Systems Conference, CISC 2021

Y2 - 16 October 2021 through 17 October 2021

ER -

Zhao Z, Zhou H, Lei Y. A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown. 在 Jia Y, Zhang W, Fu Y, Yu Z, Zheng S, 编辑, Proceedings of 2021 Chinese Intelligent Systems Conference. Springer Science and Business Media Deutschland GmbH. 2022. 页码 126-133. (Lecture Notes in Electrical Engineering). doi: 10.1007/978-981-16-6328-4_15

A Simulation Optimization Model for Cell Scheduling Considering Energy Consumption and Machine Breakdown

摘要

出版系列

会议

联合国可持续发展目标

访问文件

其它文件与链接

指纹

引用此