Abstract
One major objective in smart grids is to improve the system efficiency by reducing the peak-to-average ratio (PAR) of the power consumption, i.e., to balance the supply and demand in the power system. In this paper, we propose to control the power adjustable appliances to reduce PAR in residential buildings. By considering the indoor temperature control appliances, whose operating power is continuously adjustable, we formulate the power management problem as a convex optimization problem to minimize the electricity cost under a comfortable temperature range. An optimal algorithm is developed, which can reduce the cost by about 25% and the PAR by about 63% given non-causal prior knowledge of the power consumption profile of the unadjustable appliances. A practical sub-optimal algorithm that requires only causal knowledge is also developed, which can reduce the cost by about 10% and the PAR by about 28%.
| Original language | English |
|---|---|
| Title of host publication | 2013 IEEE International Conference on Communications Workshops, ICC 2013 |
| Pages | 386-390 |
| Number of pages | 5 |
| DOIs | |
| Publication status | Published - 27 Dec 2013 |
| Externally published | Yes |
| Event | 2013 IEEE International Conference on Communications Workshops, ICC 2013 - Budapest, Hungary Duration: 9 Jun 2013 → 13 Jun 2013 |
Publication series
| Name | 2013 IEEE International Conference on Communications Workshops, ICC 2013 |
|---|
Conference
| Conference | 2013 IEEE International Conference on Communications Workshops, ICC 2013 |
|---|---|
| Country/Territory | Hungary |
| City | Budapest |
| Period | 9/06/13 → 13/06/13 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
ASJC Scopus subject areas
- Computer Networks and Communications
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