Hybrid simulation system for testing artificial intelligence algorithms used in smart homes

Bicakcı, Sabri; Güneş, Hüseyin

doi:10.1016/j.simpat.2019.101993

Cited by 16 publications

(5 citation statements)

References 7 publications

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“…intelligence was reduced by 51% when comparing smart houses with and without and The trend of today's time is the smart home or smart houses. Bicakci and Gunes [29] mention that nowadays homes with systems that can be accessed remotely to turn devices on and off are referred to as "smart". However, there is no intelligent automation process in such houses.…”

Section: Threats -Insufficient Ai Reference In Strategicconceptual Do...mentioning

confidence: 99%

Using artificial intelligence as business opportunities on the market: An overview

Horák

Turková

2023

SHS Web Conf.

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The usage of artificial intelligence as business opportunities on the markets has a wide potential for many fields. Due to the rapid development of technology, artificial intelligence is quite expensive but useful. The research is done by making basic SWOT analysis (analysis Strenghts-Weaknesses-Opportunities-Threats) of the R&D (Research and Development) stage in the Czech Republic and by document analysis from articles on Web of Science and Scopus. The results shows, that the AI is beneficial for large number of fields and that the AI (Artificial Intelligence) has a great potential for implicating this in business, healthcare, economics and many more. The AI has potential to improve people’s life and work.

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Section: Threats -Insufficient Ai Reference In Strategicconceptual Do...mentioning

confidence: 99%

Using artificial intelligence as business opportunities on the market: An overview

Horák

Turková

2023

SHS Web Conf.

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“…Current automation solutions like Alexa and Google Assistant lack the flexibility to support the conventional home appliances that are cheaper and easily replaceable but provide support to the smart home appliances that are proprietary appliances like the Smart Bulbs and other Alexa enabled or Google Assistant-enabled devices from the vendors [21]. Some projects can provide control over home appliances over the internet, but they too require a static IP assigned to the home network which is not common for users to have a static IP for their home networks [22], [23]. Automating every home appliance that is not made to work with AI or a home automation system built-in and to provide cost-efficient and a completely automated or user-friendly way to control the environment through voice or mobile application over the internet from anywhere across the world [24], [25].…”

Section: Related Workmentioning

confidence: 99%

A generic and smart automation system for home using internet of things

Iyappan

Loganathan²,

Verma

et al. 2022

Bulletin EEI

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Home automation systems are expanding increasingly popular because they can conveniently be employed to manage devices and appliances via voice or focused on physical activity utilizing sensor. From the various research, it shows that affording cost in bringing smartness to small organizations as well as normal users is challenging and there is a requirement for a better obvious and convenient method of connecting and managing equipment with mobile applications. The proposed system is created and built with the aim of enhancing control system performance and reliability. This technology may operate on any system and manage devices by connecting with home appliances and connected devices via a Wi-Fi device. The system involves a central processing module to manage devices via a home Wi-Fi connection that is linked to the internet for internet of things operations. It is recommended that an application be developed to connect, and configure new and current home appliances for control, which will lead to the connection and handling of other third-party devices via their software development kits. The suggested system enables additional features via a mobile application that allows the user to install new features created by the user to execute any activity with the system.

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“…• Artificial Intelligence and Machine Learning: Effective artificial intelligence and machine learning techniques can be employed to predict the future workload on available resources [43]. Users can do predictive analysis using artificial intelligence and machine learning techniques to forecast the optimal value of control parameters of metaheuristic techniques deployed in their optimization problem [14]. • IoT Applications: Tasks distribution over reduced number of computing resources is useful to various IoT applications including healthcare, agriculture, traffic management.…”

Section: Future Research Directionsmentioning

confidence: 99%

Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions

Singh

Tyagi

Kumar

et al. 2021

Simulation Modelling Practice and Theory

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Hybrid simulation system for testing artificial intelligence algorithms used in smart homes

Cited by 16 publications

References 7 publications

Using artificial intelligence as business opportunities on the market: An overview

Using artificial intelligence as business opportunities on the market: An overview

A generic and smart automation system for home using internet of things

Metaheuristics for scheduling of heterogeneous tasks in cloud computing environments: Analysis, performance evaluation, and future directions

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