A carregar...
Publicação
Intelligent Energy Management using CBR: Brazilian Residential Consumption Scenario
| Nome: | Descrição: | Tamanho: | Formato: | |
|---|---|---|---|---|
| 1.22 MB | Adobe PDF |
Orientador(es)
Resumo(s)
This paper proposes a novel case-based reasoning (CBR) approach to support the intelligent management of energy resources in a residential context. The proposed approach analyzes previous cases of consumption reduction in houses, and determines the amount that should be reduced in each moment and in each context, in order to meet the users’ needs in terms of comfort while minimizing the energy bill. The actual energy resources management is executed using the SCADA House Intelligent Management (SHIM) system, which schedules the use of the different resources, taking into account the suggested reduction amount. A case study is presented, using data from Brazilian consumers. Several scenarios are considered, representing different combinations concerning the type of house/inhabitants, the season, the type of used energy tariff, the use of Photovoltaic system (PV) generation, and the maximum amount of allowed reduction. Results show that the proposed CBR approach is able to suggest appropriate amounts of energy reduction, which result in significant reductions of the energy bill, while, with the use of SHIM, minimizing the reduction of users’ comfort.
Descrição
Palavras-chave
Brazilian residential scenario Case based reasoning Energy resources management Intelligent house management
Contexto Educativo
Citação
Editora
Institute of Electrical and Electronics Engineers