Published January 11, 2018
| Version v1
Conference paper
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Application of Artificial Immune System to Domestic Energy Management Problem
Creators
- 1. University of Salamanca Espejo, s/n. Salamanca, 37003, Spain
- 2. University of Salamanca Espejo, s/n. Salamanca, 37003, Spain; MediaLab, Massachusetts Institute of Technology 20 Amherst St, Cambridge, Massachusetts, USA
- 3. Real-Time Power and Intelligent Systems Laboratory Holcombe Department of Electrical and Computer Engineering, Clemson University Clemson, SC 29634S, USA
Description
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.
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