Adaptation of Smart House System for People with Special Needs Based on Wireless Technologies

Tulenkov, Artem; Yaremchenko, Yevhenii; Parkhomenko, Anzhelika; Zalyubovskiy, Yaroslav; Kalinina, Marina

doi:10.1109/idaacs-sws50031.2020.9297072

Cited by 2 publications

(1 citation statement)

References 5 publications

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“…In recent years, there has been an active development of intelligent technologies, that are actively being implemented in home automation systems (HAS), which allows bringing the standard system to a new level of comfort [1]. The implementation of intelligent methods makes it possible to study the habits of the residents of the house, predict their behavior and create optimal conditions for life [2]- [3]. One of the most important areas of intelligent technologies usage is the saving of resources, in particular electricity, which is currently a significant objective, especially in the conditions of the unstable economic and political situation in Ukraine.…”

Section: Introductionmentioning

confidence: 99%

Research and Software Implementation of Intelligent Method of Energy Consumption Control

Horichenko,

Parkhomenko,

Pozdnyakov

et al. 2023

Computer Modeling and Intelligent Systems

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The popular intelligent methods for improving the efficiency of energy consumption in a home automation system have been investigated in this paper. The intelligent method for controlling energy consumption has been developed. It differs from the existing ones in an integrated approach based on predicting electricity generation using a Feedforward neural network, as well as optimizing the schedule for using electrical appliances based on an improved particle swarm optimization algorithm with the proposed system of priorities. The intelligent support subsystem has been created, the integration of which into the home automation system will allow users to control the processes of generation and consumption of electricity, effectively use household appliances and save resources.

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Section: Introductionmentioning

confidence: 99%