Energy-efficient scheduling for flexible flow shops by using MIP

Fangfang Xu, Wei Weng, Shigeru Fujimura

研究成果: Conference contribution

10 引用 (Scopus)

抜粋

In a response to the increasing demand for sustainable production together with the reduction in reserves of energy commodities, more and more manufacturers begin to pay attention to energy consumption problem during the production process. This paper looks at one of the potential approaches to improve energy efficiency during production which is to perform production scheduling with a combined manufacturing efficient and environmentally-friendly objective. Flexible flow shops are focused in this work and peak load is considered as the environment-related factor. Existing research has been mainly focusing on the general formulation or framework to integrate the energy reduction objective into the traditional scheduling problem. However, there still remains much room for improving the efficiency and adaptability. This paper builds an efficient discrete time Mixed Integer Programming (MIP) model, whose key idea is to reduce the number of binary integer variables. The major advantage of the proposed method is that a global optimal solution could be achieved without any compromise on computing efficiency. The applicability of the model has been validated through simulations and a comparison of discrete-time and continuous-time MIP formulations for this kind of problem is discussed.

元の言語English
ホスト出版物のタイトルIIE Annual Conference and Expo 2014
出版者Institute of Industrial Engineers
ページ1040-1048
ページ数9
ISBN(電子版)9780983762430
出版物ステータスPublished - 2014 1 1
イベントIIE Annual Conference and Expo 2014 - Montreal, Canada
継続期間: 2014 5 312014 6 3

出版物シリーズ

名前IIE Annual Conference and Expo 2014

Conference

ConferenceIIE Annual Conference and Expo 2014
Canada
Montreal
期間14/5/3114/6/3

    フィンガープリント

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering
  • Control and Systems Engineering

これを引用

Xu, F., Weng, W., & Fujimura, S. (2014). Energy-efficient scheduling for flexible flow shops by using MIP. : IIE Annual Conference and Expo 2014 (pp. 1040-1048). (IIE Annual Conference and Expo 2014). Institute of Industrial Engineers.