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On the conflict between energy, stability and robustness in production schedules

Nina Sundström (Institutionen för signaler och system, Automation) ; Oskar Wigström (Institutionen för signaler och system, Automation) ; Sarmad Riazi (Institutionen för signaler och system, Automation) ; Bengt Lennartson (Institutionen för signaler och system, Automation)
Proc. 12th IEEE Conference on Automation Science and Engineering (CASE 2016), Fort Worth, Texas, August (2161-8070). p. 1263-1269. (2016)
[Konferensbidrag, refereegranskat]

In this paper, a novel contribution to highlight the conflict between energy efficiency, robustness and stability is presented. Energy optimization is combined with robust scheduling techniques to analyze the trade-off. In rescheduling, slack is often used in order to protect a schedule from disruptions. However, results from the literature on energy minimization show that a reduction in energy consumption is achieved by extending the execution time of operations. Thus, slack in schedules is eliminated on behalf of longer execution times. A continuous-time formulation is proposed using a mixed-integer nonlinear programming model including a multi-objective corresponding to energy, robustness, stability and makespan. Surrogate slack-based measures are used to evaluate robustness and stability. Previous work connecting the two research fields use simulation for analyzing the impact of disruptions in order to generate robust production schedules. Our results show that an increase in energy efficiency comes at a cost of reducing stability and robustness and hence becoming more sensitive to disruptions.

Nyckelord: Schedules, Robustness, Energy Consumption, Stability Criteria, Robots, Optimization


Art nr 7743552



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Denna post skapades 2017-01-18. Senast ändrad 2017-01-20.
CPL Pubid: 247248

 

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Institutioner (Chalmers)

Institutionen för signaler och system, Automation (2005-2017)

Ämnesområden

Informations- och kommunikationsteknik
Produktion
Hållbar utveckling
Robotteknik och automation

Chalmers infrastruktur