DocumentCode
35947
Title
Energy-Efficient Control Strategies for Machine Tools With Stochastic Arrivals
Author
Frigerio, Nicla ; Matta, Andrea
Author_Institution
Dept. of Mech. Eng., Politec. di Milano, Milan, Italy
Volume
12
Issue
1
fYear
2015
fDate
Jan. 2015
Firstpage
50
Lastpage
61
Abstract
Energy saving in production plants is becoming more and more relevant due to the pressure from governments to contain the environmental impact of manufacturing and from companies to reduce costs. One of the measures for saving energy is the implementation of control strategies that reduce energy consumption during the machine idle periods. This paper proposes a framework that integrates different control policies for switching the machine off when production is not critical and on when the part flow has to be resumed. A general policy is formalized by modelling explicitly the energy consumed at each machine state. The policy parameters that minimize the requested machine expected energy are provided analytically for general distributions. Numerical results are based on data acquired with dedicated experimental measurements on a real machining centre, and a comparison with the most common practices in manufacturing is also reported.
Keywords
energy conservation; machine tools; machining; stochastic systems; control policy; cost reduction; energy consumption reduction; energy saving; energy-efficient control strategies; environmental impact; machine idle periods; machine tools; machining centre; production plants; requested machine expected energy; stochastic arrivals; Energy consumption; Machine tools; Optimal control; Power demand; Switches; Manufacturing automation; stochastic optimal control; sustainability;
fLanguage
English
Journal_Title
Automation Science and Engineering, IEEE Transactions on
Publisher
ieee
ISSN
1545-5955
Type
jour
DOI
10.1109/TASE.2014.2344507
Filename
6880413
Link To Document