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A Heuristic Algorithm to Compute Multimodal Criterial Function Weights for Demand Management in Residential Areas

Authors :
Vaclav Kaczmarczyk
Zdenek Bradac
Petr Fiedler
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