Title :
A Context-Aware Agent-Based Approach for Deregulated Energy Market
Author :
Capodieci, Nicola ; Alsina, Emanuel Federico ; Cabri, Giacomo
Author_Institution :
Inf. Eng. Dept., Univ. of Modena & Reggio Emilia, Modena, Italy
Abstract :
A deregulated energy market is a typical scenario in which software agents are used for simulation and/or application purposes. Agents act on behalf of end users, thus implying the necessity of being aware of multiple aspects connected to the distribution of electricity. These aspects refer to outside world variables like weather, stock market trends, location of the users etc. therefore an architecture highly context aware is needed. We propose a web service integration in which agents contracting energy will automatically retrieve data to be used in adaptive and collaborative aspects, an explicative example, misrepresented by the retrieval of weather forecasting, that provides input on ongoing demand and data for the predicted availability(in case of photovoltaic or wind powered environments). The challenge lies in how to correctly use data coming from different sources, since these information are crucial for user profiling and balancing in the short-term contracts in the Smart Grid.
Keywords :
Web services; photovoltaic power systems; power distribution; power engineering computing; smart power grids; software agents; weather forecasting; wind power; Web service integration; adaptive aspect; collaborative aspect; context-aware agent-based approach; deregulated energy market; electricity distribution; photovoltaic powered environment; short-term contract; smart grid; software agent; stock market trends; user location; user profiling; weather forecasting retrieval; wind powered environment; Collaboration; Electricity; Production; Temperature; Web services; Wind forecasting; Wind turbines; Adaptation model; Intelligent Agent; Smart grids; Solar Energy; Wind Energy;
Conference_Titel :
Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), 2012 IEEE 21st International Workshop on
Conference_Location :
Toulouse
Print_ISBN :
978-1-4673-1888-4
DOI :
10.1109/WETICE.2012.15