Minimizing energy consumption in a U-shaped robotic assembly line

Janardhanan Mukund Nilakantan, Sivalinga Govinda Ponnambalam, George Guo Quan Huang

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    8 Citations (Scopus)

    Abstract

    Manufacturing industries these days are more concerned about the energy consumption due to the increasing energy cost. It is observed that industries can achieve significant savings in the energy cost even when a small percentage of energy consumption is reduced. In a manufacturing industry, assembly lines are equipped with robots to perform the assembly tasks and there is a need for efficiently balancing the assembly line by reducing the energy consumption during the production phase. The authors could not find any research on optimizing energy consumption in U-shaped robotic assembly line systems to date. The objective of this paper is to propose an optimization models with an objective of minimizing the energy consumption in a U-shaped robotic assembly line when the number of workstations are fixed. Since the assembly line balancing problems falls under the category of NP-hard, an efficient bio inspired algorithm is implemented to solve the problem. The model proposed is very well applicable for automobile assembly line where robots are employed. The energy consumption is evaluated on the benchmark data and energy consumption obtained by the U-shaped robotic assembly line is compared with the energy consumption obtained with straight robotic assembly line. The cycle time of the layouts are also compared. The results obtained using this proposed model can be used for the decision making process in the industry. The paper also proposes an optimization model for minimizing the cycle time. The energy consumption of the assembly line when the cycle time is minimized is evaluated and presented.
    Original languageEnglish
    Title of host publicationProceedings of the 2015 International Conference on Advanced Mechatronic Systems
    EditorsChangan Jiang, Hossam A Gabbar, David Raisz, Yoshihiro Ohnishi
    Place of PublicationNew Jersey USA
    PublisherIEEE, Institute of Electrical and Electronics Engineers
    Pages119 - 124
    Number of pages6
    ISBN (Print)9781467379960
    DOIs
    Publication statusPublished - 2015
    EventInternational Conference on Advanced Mechatronic Systems 2015 - Beijing University of Posts and Telecommunications, Beijing, China
    Duration: 22 Aug 201524 Aug 2015
    http://web.tuat.ac.jp/~deng/icamechs2015/icamechs2015.html

    Conference

    ConferenceInternational Conference on Advanced Mechatronic Systems 2015
    Abbreviated titleICAMechS
    CountryChina
    CityBeijing
    Period22/08/1524/08/15
    OtherWelcome to the ICAMechS 2015 homepage! The 2015 International Conference on Advanced Mechatronic Systems (ICAMechS 2015) will be held in Beijing, China on August 22-24, 2015. This conference is sponsored by Beijing Univ. of Posts and Telecommunications, Tokyo University of Agriculture and Technology, and IEEE Systems, Man, and Cybernetics Society. International Journal of Advanced Mechatronic Systems (IJAMechS), International Journal of Modelling, Identification and Control, The Institute of Complex Medical Engineering, The Society of Instrument and Control Engineers, and The Institute of Systems, Control and Information Engineers are patrons of the conference. It provides an international forum for professionals, academics, and researchers to present latest developments from interdisciplinary theoretical studies, computational algorithm development and applications of mechatronic systems. It particularly welcomes those emerging methodologies and techniques which bridge theoretical studies and applications in all mechatronic systems. Novel quantitative engineering and science studies may be considered as well. Conference content will be submitted for inclusion into IEEE Xplore as well as other Abstracting and Indexing (A&I) databases. On behalf of the Organizing Committee, we would like to invite you to participate in this exciting event. Mingcong Deng, Xiaoguang Zhou, Hongnian Yu, Mengchu Zhou, and Shinji Wakui General Chairs Contact Address: ICAMechS Conference Secretariat Department of Electrical and Electronic Engineering Tokyo University of Agriculture and Technology Tel/Fax: +81-42-3887134 E-mail: icamechs2015@gmail.com
    Internet address

    Cite this

    Nilakantan, J. M., Ponnambalam, S. G., & Huang, G. G. Q. (2015). Minimizing energy consumption in a U-shaped robotic assembly line. In C. Jiang, H. A. Gabbar, D. Raisz, & Y. Ohnishi (Eds.), Proceedings of the 2015 International Conference on Advanced Mechatronic Systems (pp. 119 - 124). New Jersey USA: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICAMechS.2015.7287140
    Nilakantan, Janardhanan Mukund ; Ponnambalam, Sivalinga Govinda ; Huang, George Guo Quan. / Minimizing energy consumption in a U-shaped robotic assembly line. Proceedings of the 2015 International Conference on Advanced Mechatronic Systems. editor / Changan Jiang ; Hossam A Gabbar ; David Raisz ; Yoshihiro Ohnishi. New Jersey USA : IEEE, Institute of Electrical and Electronics Engineers, 2015. pp. 119 - 124
    @inproceedings{b1633e3fc08e483db5bf9a70d0bc15b3,
    title = "Minimizing energy consumption in a U-shaped robotic assembly line",
    abstract = "Manufacturing industries these days are more concerned about the energy consumption due to the increasing energy cost. It is observed that industries can achieve significant savings in the energy cost even when a small percentage of energy consumption is reduced. In a manufacturing industry, assembly lines are equipped with robots to perform the assembly tasks and there is a need for efficiently balancing the assembly line by reducing the energy consumption during the production phase. The authors could not find any research on optimizing energy consumption in U-shaped robotic assembly line systems to date. The objective of this paper is to propose an optimization models with an objective of minimizing the energy consumption in a U-shaped robotic assembly line when the number of workstations are fixed. Since the assembly line balancing problems falls under the category of NP-hard, an efficient bio inspired algorithm is implemented to solve the problem. The model proposed is very well applicable for automobile assembly line where robots are employed. The energy consumption is evaluated on the benchmark data and energy consumption obtained by the U-shaped robotic assembly line is compared with the energy consumption obtained with straight robotic assembly line. The cycle time of the layouts are also compared. The results obtained using this proposed model can be used for the decision making process in the industry. The paper also proposes an optimization model for minimizing the cycle time. The energy consumption of the assembly line when the cycle time is minimized is evaluated and presented.",
    author = "Nilakantan, {Janardhanan Mukund} and Ponnambalam, {Sivalinga Govinda} and Huang, {George Guo Quan}",
    year = "2015",
    doi = "10.1109/ICAMechS.2015.7287140",
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    Nilakantan, JM, Ponnambalam, SG & Huang, GGQ 2015, Minimizing energy consumption in a U-shaped robotic assembly line. in C Jiang, HA Gabbar, D Raisz & Y Ohnishi (eds), Proceedings of the 2015 International Conference on Advanced Mechatronic Systems. IEEE, Institute of Electrical and Electronics Engineers, New Jersey USA, pp. 119 - 124, International Conference on Advanced Mechatronic Systems 2015, Beijing, China, 22/08/15. https://doi.org/10.1109/ICAMechS.2015.7287140

    Minimizing energy consumption in a U-shaped robotic assembly line. / Nilakantan, Janardhanan Mukund; Ponnambalam, Sivalinga Govinda; Huang, George Guo Quan.

    Proceedings of the 2015 International Conference on Advanced Mechatronic Systems. ed. / Changan Jiang; Hossam A Gabbar; David Raisz; Yoshihiro Ohnishi. New Jersey USA : IEEE, Institute of Electrical and Electronics Engineers, 2015. p. 119 - 124.

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    TY - GEN

    T1 - Minimizing energy consumption in a U-shaped robotic assembly line

    AU - Nilakantan, Janardhanan Mukund

    AU - Ponnambalam, Sivalinga Govinda

    AU - Huang, George Guo Quan

    PY - 2015

    Y1 - 2015

    N2 - Manufacturing industries these days are more concerned about the energy consumption due to the increasing energy cost. It is observed that industries can achieve significant savings in the energy cost even when a small percentage of energy consumption is reduced. In a manufacturing industry, assembly lines are equipped with robots to perform the assembly tasks and there is a need for efficiently balancing the assembly line by reducing the energy consumption during the production phase. The authors could not find any research on optimizing energy consumption in U-shaped robotic assembly line systems to date. The objective of this paper is to propose an optimization models with an objective of minimizing the energy consumption in a U-shaped robotic assembly line when the number of workstations are fixed. Since the assembly line balancing problems falls under the category of NP-hard, an efficient bio inspired algorithm is implemented to solve the problem. The model proposed is very well applicable for automobile assembly line where robots are employed. The energy consumption is evaluated on the benchmark data and energy consumption obtained by the U-shaped robotic assembly line is compared with the energy consumption obtained with straight robotic assembly line. The cycle time of the layouts are also compared. The results obtained using this proposed model can be used for the decision making process in the industry. The paper also proposes an optimization model for minimizing the cycle time. The energy consumption of the assembly line when the cycle time is minimized is evaluated and presented.

    AB - Manufacturing industries these days are more concerned about the energy consumption due to the increasing energy cost. It is observed that industries can achieve significant savings in the energy cost even when a small percentage of energy consumption is reduced. In a manufacturing industry, assembly lines are equipped with robots to perform the assembly tasks and there is a need for efficiently balancing the assembly line by reducing the energy consumption during the production phase. The authors could not find any research on optimizing energy consumption in U-shaped robotic assembly line systems to date. The objective of this paper is to propose an optimization models with an objective of minimizing the energy consumption in a U-shaped robotic assembly line when the number of workstations are fixed. Since the assembly line balancing problems falls under the category of NP-hard, an efficient bio inspired algorithm is implemented to solve the problem. The model proposed is very well applicable for automobile assembly line where robots are employed. The energy consumption is evaluated on the benchmark data and energy consumption obtained by the U-shaped robotic assembly line is compared with the energy consumption obtained with straight robotic assembly line. The cycle time of the layouts are also compared. The results obtained using this proposed model can be used for the decision making process in the industry. The paper also proposes an optimization model for minimizing the cycle time. The energy consumption of the assembly line when the cycle time is minimized is evaluated and presented.

    U2 - 10.1109/ICAMechS.2015.7287140

    DO - 10.1109/ICAMechS.2015.7287140

    M3 - Conference Paper

    SN - 9781467379960

    SP - 119

    EP - 124

    BT - Proceedings of the 2015 International Conference on Advanced Mechatronic Systems

    A2 - Jiang, Changan

    A2 - Gabbar, Hossam A

    A2 - Raisz, David

    A2 - Ohnishi, Yoshihiro

    PB - IEEE, Institute of Electrical and Electronics Engineers

    CY - New Jersey USA

    ER -

    Nilakantan JM, Ponnambalam SG, Huang GGQ. Minimizing energy consumption in a U-shaped robotic assembly line. In Jiang C, Gabbar HA, Raisz D, Ohnishi Y, editors, Proceedings of the 2015 International Conference on Advanced Mechatronic Systems. New Jersey USA: IEEE, Institute of Electrical and Electronics Engineers. 2015. p. 119 - 124 https://doi.org/10.1109/ICAMechS.2015.7287140