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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Cao Vinh Le Chee Khiang Pang Lewis, F.L. Oon Peen Gan Hian Leng Chan |
| Copyright Year | 2011 |
| Description | Author affiliation: Department of Electrical and Computer Engineering, National University of Singapore, Republic of Singapore (Cao Vinh Le; Chee Khiang Pang) || A*STAR Singapore Institute of Manufacturing Technology, Republic of Singapore (Oon Peen Gan; Hian Leng Chan) || Automation & Robotics Research Institute, University of Texas at Arlington, Fort Worth, USA (Lewis, F.L.) |
| Abstract | In this paper, we propose a novel control framework for online dynamic resource assignment using a conjunctive and disjunctive rule-based Discrete Event Controller (DEC). The framework includes an energy optimization model which is formulated by linear programming approach, and is solved online using commercial solvers. Dispatching rules are then fired based on the most energy-efficient workflow. Using an industrial case study, a simulation of the proposed energy-driven control framework is presented in the existence of resource degradation or failure. Simulation results show the effectiveness of online dynamic resource assignment in energy optimization with a reduction of 0.162 kWh per work-piece as compared to static resource assignment in existing control methods. |
| Starting Page | 4278 |
| Ending Page | 4283 |
| File Size | 550240 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781612849690 |
| ISSN | 1553572X |
| e-ISBN | 9781612849720 |
| DOI | 10.1109/IECON.2011.6120011 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-11-07 |
| Publisher Place | Australia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Dynamic scheduling Vectors Optimization Mathematical model Artificial intelligence Cognition Power demand workflow systems Discrete event control dynamic resource assignment flexible manufacturing system |
| Content Type | Text |
| Resource Type | Article |
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