Automated energy monitoring of machine tools

被引：291
作者：
Vijayaraghavan, A. [2 ]
Dornfeld, D. [1 ]
机构：
[1] Univ Calif Berkeley, Lab Mfg & Sustainabil, Berkeley, CA 94720 USA
[2] Syst Insights Inc, Berkeley, CA USA
来源：
CIRP ANNALS-MANUFACTURING TECHNOLOGY | 2010年 / 59卷 / 01期
关键词：
Energy; Monitoring; Event stream processing;
D O I：
10.1016/j.cirp.2010.03.042
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Reducing the energy consumption of machine tools can significantly improve the environmental performance of manufacturing systems. To achieve this, monitoring of energy consumption patterns in the systems is required. It is vital in these studies to correlate energy usage with the operations being performed in the manufacturing system. However, this can be challenging due to complexity of manufacturing systems and the vast number of data sources. Event stream processing techniques are applied to automate the monitoring and analysis of energy consumption in manufacturing systems. Methods to reduce usage based on the specific patterns discerned are discussed. (C) 2010 CIRP.
引用
收藏
页码：21 / 24
页数：4
相关论文
共 16 条
  • [1] [Anonymous], 2009, The Smart Grid: an Introduction
  • [2] [Anonymous], 2009, Drools
  • [3] Dahmus J.B., 2004, ASME INT MECH ENG C, DOI [DOI 10.1115/IMECE2004-62600, 10.1115/IMECE200462600, DOI 10.1115/IMECE200462600]
  • [4] Improvement potential for energy consumption in discrete part production machines
    Devoldere, Tom
    Dewulf, Wim
    Deprez, Wim
    Willems, Barbara
    Duflou, Joost R.
    [J]. ADVANCES IN LIFE CYCLE ENGINEERING FOR SUSTAINABLE MANUFACTURING BUSINESSES, 2007, : 311 - +
  • [5] DIAZ N, 2009, P MTTRF 2009 ANN MSH
  • [6] RETE A FAST ALGORITHM FOR THE MANY PATTERN MANY OBJECT PATTERN MATCH PROBLEM
    FORGY, CL
    [J]. ARTIFICIAL INTELLIGENCE, 1982, 19 (01) : 17 - 37
  • [7] HAUSCHILD M, 2005, ANN CIRP, V54, P1
  • [8] HERMANN C, 2009, CIRP GA 2009 CWG ERE
  • [9] Herrman C., 2007, P 40 CIRP INT SEM MA
  • [10] Carbon emissions and CESTM in manufacturing
    Jeswiet, J.
    Kara, S.
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2008, 57 (01) : 17 - 20
12