Título
Application of artificial immune system to domestic energy management problem
Autor(es)
Palabras clave
Space heating
Water heating
Batteries
Artificial intelligence
Immune system
Optimization
Power generation
Clasificación UNESCO
Fecha de publicación
2018-01-11
Editor
IEEE
Citación
M. Navarro-Cáceres, A. S. Gazafroudi, F. Prieto-Castillo, K. G. Venyagamoorthy and J. M. Corchado, "Application of artificial immune system to domestic energy management problem," 2017 IEEE 17th International Conference on Ubiquitous Wireless Broadband (ICUWB), 2017, pp. 1-7, doi: 10.1109/ICUWB.2017.8251010.
Resumen
[EN] 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.
URI
ISBN
978-1-5090-5008-6 (Print)/ 978-1-5090-5007-9 (Online)
DOI
10.1109/ICUWB.2017.8251010
Collections
