Abstract
Smart home scheduling, one of the most powerful technologies for electric power control from demand side, has been attracting rapidly growing interests. In this paper smart home scheduling algorithms are proposed for a single user and for multiple users to reduce total monetary cost. For a single user a game theory based method is proposed where each home appliance is regarded as a player and scheduling for appliances is iteratively optimized. For multiple users mixed strategy is adopted instead of pure strategy to reduce congestions of appliances on the current cheapest time interval. Experimental results show that both the scheduling for a single user or multiple users outperform the latest existing work both in terms of total monetary cost and execution time.
| Original language | English |
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| Title of host publication | 2016 IEEE 59th International Midwest Symposium on Circuits and Systems, MWSCAS 2016 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9781509009169 |
| DOIs | |
| Publication status | Published - 2017 Mar 2 |
| Event | 59th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2016 - Abu Dhabi, United Arab Emirates Duration: 2016 Oct 16 → 2016 Oct 19 |
Other
| Other | 59th IEEE International Midwest Symposium on Circuits and Systems, MWSCAS 2016 |
|---|---|
| Country/Territory | United Arab Emirates |
| City | Abu Dhabi |
| Period | 16/10/16 → 16/10/19 |
Keywords
- Game theory
- Mixed strategy
- Smart home scheduling
ASJC Scopus subject areas
- Electronic, Optical and Magnetic Materials
- Electrical and Electronic Engineering