Back to Search
Start Over
A Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areas
- Source :
- Energies, Vol 10, Iss 7, p 1049 (2017)
- Publication Year :
- 2017
- Publisher :
- MDPI AG, 2017.
-
Abstract
- We present the conceptual design of a collective control scheme for appliances within a smart home. Based on the relevant energy acquisition procedures, three appliance groups are defined, modeled, and completed with an energy storage as well as a generator using renewable sources. At the following stage, a mixed quadratic optimization problem is presented, with the solution consisting in a time plan to regulate the operation of the individual devices. Importantly, the paper also proposes a heuristic algorithm securing consistent functionality of the computational process even despite the varying input and user conditions given in the receding horizon.
Details
- Language :
- English
- ISSN :
- 19961073
- Volume :
- 10
- Issue :
- 7
- Database :
- Directory of Open Access Journals
- Journal :
- Energies
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.0a133986c7544c70b466ed7d1a4d5cf5
- Document Type :
- article
- Full Text :
- https://doi.org/10.3390/en10071049