Conference proceeding
Fast Precise Distributed Control for Energy Demand Management
2012 IEEE Sixth International Conference on Self-Adaptive and Self-Organizing Systems, pp.187-192
09/2012
DOI: 10.1109/SASO.2012.12
Abstract
Fast and precise demand shaping is critical for the electrical power grid. With residential and small-business customers, a distributed approach to demand shaping is desirable for reasons of scalability and of privacy. The Color Power architecture [1] provides such an approach, but the controller previously used was badly limited. We now present an improved control algorithm, Color Power 2.0, based on stochastic constraint satisfaction, which provides major improvements in capability and performance over the prior algorithm. Analysis shows that its performance is within a small constant factor of optimal, and these results are confirmed empirically on simulated networks of 100 to 1 million devices.
Details
- Title: Subtitle
- Fast Precise Distributed Control for Energy Demand Management
- Creators
- J. Beal - RTXJ. Berliner - RTXK. Hunter - Silver Bay Software LLC, Dunstable, MA, USA
- Resource Type
- Conference proceeding
- Publication Details
- 2012 IEEE Sixth International Conference on Self-Adaptive and Self-Organizing Systems, pp.187-192
- Publisher
- IEEE
- DOI
- 10.1109/SASO.2012.12
- ISSN
- 1949-3673
- eISSN
- 1949-3681
- Language
- English
- Date published
- 09/2012
- Academic Unit
- Electrical and Computer Engineering
- Record Identifier
- 9984627288602771
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