Application of Artificial Immune System to Domestic Energy Management Problem
| Main Authors: | María Navarro-Cáceres, Amin Shokri, Francisco Prieto-Castillo, Kumar G. Venyagamoorthy, Juan Manuel Corchado |
|---|---|
| Format: | Proceeding Journal |
| Bahasa: | eng |
| Terbitan: |
, 2018
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| Online Access: |
https://zenodo.org/record/1158520 |
Daftar Isi:
- The connection of devices in a smart home should be done optimally, this helps save energy and money. Numerous optimization models have been applied, they are based on fuzzy logic, linear programming or bio-inspired algorithms. The aim of this work is to solve an energy management problem in a domestic environment by applying an artificial immune system. We carried out a thorough analysis of the different strategies that optimize a domestic environment system, in order to demonstrate the ability of an artificial immune system to find a successful optima that satisfies the problem constraints.
- This work has been partially supported by the Spanish Government through the European Commission H2020 MSCARISE- 2014: DREAM-GO Project (Marie Sklodowska-Curie grant agreement No 641794)