Energy Consumption Optimization in Two-Machine Bernoulli Serial Lines

Machines consume intensive energy in some production systems. Although substantial efforts have been devoted to performance analysis, continuous improvement, and design of production systems, the research on reduction of energy consumption in these systems is limited. In this paper, we formulate a nonlinear programming problem with production rate constraint to minimize machines' energy consumption. Structural characteristics of the problem and optimality conditions are analyzed to establish two optimality equations. An effective algorithm based on binary search method is developed to solve the optimal solution from the optimality equations.

[1]  Tibor Kolta Selecting Equipment to Control Air Pollution from Automotive Painting Operations , 1992 .

[2]  Jingshan Li,et al.  Improving energy efficiency in Bernoulli serial lines: an integrated model , 2016 .

[3]  Jorge Arinez,et al.  Sustainable Manufacturing Performance Indicators for a Serial Production Line , 2016, IEEE Transactions on Automation Science and Engineering.

[5]  Bengt Lennartson,et al.  Energy Reduction in a Pallet-Constrained Flow Shop Through On–Off Control of Idle Machines , 2013, IEEE Transactions on Automation Science and Engineering.

[6]  Yves Dallery,et al.  Manufacturing flow line systems: a review of models and analytical results , 1992, Queueing Syst. Theory Appl..

[7]  Stephan Biller,et al.  Raw material release rates to ensure desired production lead time in Bernoulli serial lines , 2013 .

[8]  Stanley B. Gershwin,et al.  Manufacturing Systems Engineering , 1993 .

[9]  Semyon M. Meerkov,et al.  Production Lead Time in Serial Lines: Evaluation, Analysis, and Control , 2016, IEEE Transactions on Automation Science and Engineering.

[10]  Jorge Arinez,et al.  Performance analysis of Bernoulli serial production lines with switch-on/off machine control , 2015, 2015 IEEE International Conference on Automation Science and Engineering (CASE).

[11]  E. Lawrence Energy Efficiency Improvement and Cost Saving Opportunities for the Vehicle Assembly Industry An ENERGY STAR ® Guide for Energy and Plant Managers , 2003 .

[12]  Stephan Biller,et al.  Energy-Efficient Production Systems Through Schedule-Based Operations , 2013, IEEE Transactions on Automation Science and Engineering.