Name
Abstract | ||
|---|---|---|
Smart Grid modernizes power grid by integrating digital and information technologies. Millions of smart meters, intelligent appliances and communication infrastructures are under deployment allowing advanced IT applications to be developed to secure and manage power grid operations. Demand response (DR) is one such emerging application to optimize electricity demand by curtailing/shifting power load when peak load occurs. Existing DR approaches are mostly based on static plans such as pricing policies and load shedding schedules. However, improvements to power management applications rely on data emanating from existing and new information sources with the growth of Smart Grid information space. In particular, dynamic DR algorithms depend on information from smart meters that report interval-based power consumption measurement, HVAC systems that monitor buildings heat and humidity, and even weather forecast services. In order for emerging Smart Grid applications to take advantage of the diverse data influx, extensible information integration is required. In this paper, we develop an integrated Smart Grid information model using Semantic Web techniques and present case studies of using semantic information for dynamic DR. We show the semantic model facilitates information integration and knowledge representation for developing the next generation Smart Grid applications. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/ITNG.2012.150 | ITNG |
Keywords | Field | DocType |
new information source,smart grid modernizes power,information technology,semantic model facilitates information,smart meter,integrated smart grid information,extensible information integration,semantic information modeling,semantic information,smart grid information space,smart grid application,information integration,ontologies,information model,smart grid,knowledge representation,complex event processing,semantic model,semantics,meteorology,hvac system,information management,weather forecasting,semantic web,smart grids,digital technology,hvac systems | Information integration,Information management,Smart grid,Computer science,Demand response,Real-time computing,Semantic grid,Information space,Information model,Semantic data model,Distributed computing | Conference |
Citations | PageRank | References |
14 | 0.82 | 10 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Qunzhi Zhou | 1 | 80 | 11.76 |
| Sreedhar Natarajan | 2 | 142 | 62.24 |
| Yogesh Simmhan | 3 | 1904 | 134.15 |
| Viktor K. Prasanna | 4 | 7211 | 762.74 |