A Comprehensive Review of Intelligent Home Automation Systems Using Embedded Devices and IoT

Abdulla Al Tareq, Md Riad Mostofa, Md Juel Rana, Md Sadiqur Rahman

Abstract


The integration of embedded devices and Internet of Things (IoT) technologies is the main subject of this thorough assessment, which examines the development and status of intelligent home automation systems. Intelligent home automation systems provide remote control and automation of household appliances and systems, with the goal of improving the comfort, safety, and energy efficiency of residential surroundings. The different designs and parts of home automation systems such as sensors, actuators, controllers, communication protocols, and user interfaces are examined in this overview. It draws attention to the function of embedded devices, which act as the essential building blocks of these systems by supplying the required connectivity and processing power. The evaluation also covers the use of IoT technologies, which enable smooth device interoperability and communication, opening the door to more advanced automation and control capabilities. Important developments in artificial intelligence, cloud computing, and machine learning that enhance these systems' intelligence and flexibility are also examined. The paper also discusses issues including security, privacy, standards, and user adoption and offers possible fixes as well as future research possibilities. Creating AI algorithms that will help home automation systems comprehend and react to user context and preferences more effectively which can be done soon. We hope that this review will give readers a thorough grasp of intelligent home automation systems and provide insights into their design.

Keywords


IoT, Home Automation, Intelligent, Industry, Embedded Devices

Full Text:

PDF

References


W. A. Jabbar et al., "Design and Fabrication of Smart Home With Internet of Things Enabled Automation System," IEEE Access, vol. 7, pp. 144059-144074, 2019, https://doi.org/10.1109/ACCESS.2019.2942846.

O. Taiwo, A. E. Ezugwu, “Internet of Things‐Based Intelligent Smart Home Control System,” Security and Communication Networks, vol. 2021, no. 1, pp. 1-17, 2021, https://doi.org/10.1155/2021/9928254.

G. Marques, R. Pitarma, N. M. Garcia, N. Pombo, “Internet of things architectures, technologies, applications, challenges, and future directions for enhanced living environments and healthcare systems: a review,” Electronics, vol. 8, no. 10, p. 1081, 2019, https://doi.org/10.3390/electronics8101081.

M. A. Halim, M. S. Akter, S. Biswas, M. S. Rahman, “Integration of Renewable Energy Power Plants on a Large Scale and Flexible Demand in Bangladesh's Electric Grid-A Case Study,” Control Systems and Optimization Letters, vol. 1, no. 3, pp. 157-168, 2023, https://doi.org/10.59247/csol.v1i3.48.

M. R. Zaman, M. A. Halim, M. Y. A. Khan, S. Ibrahim, A. Haque, “Integrating Micro and Smart Grid-Based Renewable Energy Sources with the National Grid in Bangladesh-A Case Study,” Control Systems and Optimization Letters, vol. 2, no. 1, pp. 75-81, 2024, https://doi.org/10.59247/csol.v2i1.76.

Z. Li, A. Khajepour, J. Song, “A comprehensive review of the key technologies for pure electric vehicles,” Energy, vol. 182, pp. 824-839, 2019, https://doi.org/10.1016/j.energy.2019.06.077.

A. B. Yadav, “Gen AI-Driven Electronics: Innovations, Challenges and Future Prospects,” International Congress on Models and methods in Modern Investigations, pp. 113-121, 2023, https://www.conferenceseries.info/index.php/congress/article/view/1609.

F. Ahmad et al., “Advances in graphene-based electrode materials for high-performance supercapacitors: A review,” Journal of Energy Storage, vol. 72, p. 108731, 2023, https://doi.org/10.1016/j.est.2023.108731.

M. H. S. Lipu et al., “Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook,” Journal of Cleaner Production, vol. 292, p. 126044, 2021, https://doi.org/10.1016/j.jclepro.2021.126044.

M. Y. Chowdhuri, E. Khatun, M. M. Hossain, M. A. Halim, “Current Challenges and Future Prospects of Renewable Energy: A Case Study in Bangladesh,” International Journal of Innovative Science and Research Technology, vol. 8, no. 4, pp. 576-582, 2023, https://ijisrt.com/assets/upload/files/IJISRT23APR301.pdf.

W. Kassab, K. A. Darabkh, “A–Z survey of Internet of Things: Architectures, protocols, applications, recent advances, future directions and recommendations,” Journal of Network and Computer Applications, vol. 163, p. 102663, 2020, https://doi.org/10.1016/j.jnca.2020.102663.

P. Chanak and I. Banerjee, "Internet-of-Things-Enabled SmartVillages: An Overview," IEEE Consumer Electronics Magazine, vol. 10, no. 3, pp. 12-18, 2021, https://doi.org/10.1109/MCE.2020.3013244.

Q. Xue, X. Zhang, T. Teng, J. Zhang, Z. Feng, Q. Lv, “A comprehensive review on classification, energy management strategy, and control algorithm for hybrid electric vehicles,” Energies, vol. 13, no. 20, p. 5355, 2020, https://doi.org/10.3390/en13205355.

S. Bansal, D. Kumar, “IoT ecosystem: A survey on devices, gateways, operating systems, middleware and communication,” International Journal of Wireless Information Networks, vol. 27, pp. 340-364, 2020, https://doi.org/10.1007/s10776-020-00483-7.

S. Wu, M. Liu, A. K. Y. Jen, “Prospects and challenges for perovskite-organic tandem solar cells,” Joule, vol. 7, no. 3, pp. 484-502, 2023, https://doi.org/10.1016/j.joule.2023.02.014.

A. R. Dehghani-Sanij, E. Tharumalingam, M. B. Dusseault, R. Fraser, “Study of energy storage systems and environmental challenges of batteries,” Renewable and Sustainable Energy Reviews, vol. 104, pp. 192-208, 2019, https://doi.org/10.1016/j.rser.2019.01.023.

H. Zhang et al., “Modeling the impact of nickel recycling from batteries on nickel demand during vehicle electrification in China from 2010 to 2050,” Science of The Total Environment, vol. 859, p. 159964, 2023, https://doi.org/10.1016/j.scitotenv.2022.159964.

S. Khan, A. Ahmad, F. Ahmad, M. S. Shemami, M. S. Alam, S. Khateeb, “A comprehensive review on solar powered electric vehicle charging system,” Smart Science, vol. 6, no. 1, pp. 54-79, 2018, https://doi.org/10.1080/23080477.2017.1419054.

I. Ud Din et al., "The Internet of Things: A Review of Enabled Technologies and Future Challenges," IEEE Access, vol. 7, pp. 7606-7640, 2019, https://doi.org/10.1109/ACCESS.2018.2886601.

Y. Saleem, N. Crespi, M. H. Rehmani and R. Copeland, "Internet of Things-Aided Smart Grid: Technologies, Architectures, Applications, Prototypes, and Future Research Directions," IEEE Access, vol. 7, pp. 62962-63003, 2019, https://doi.org/10.1109/ACCESS.2019.2913984.

H. Liu, S. Bansal, “Metal halide perovskite nanostructures and quantum dots for photocatalytic CO2 reduction: prospects and challenges,” Materials Today Energy, vol. 32, p. 101230, 2023, https://doi.org/10.1016/j.mtener.2022.101230.

F. Alam, R. Mehmood, I. Katib, N. N. Albogami and A. Albeshri, "Data Fusion and IoT for Smart Ubiquitous Environments: A Survey," IEEE Access, vol. 5, pp. 9533-9554, 2017, https://doi.org/10.1109/ACCESS.2017.2697839.

S. Peng, Z. Yang, M. Sun, L. Yu, Y. Li, “Stabilizing Metal Halide Perovskites for Solar Fuel Production: Challenges, Solutions, and Future Prospects,” Advanced Materials, vol. 35, no. 45, p. 2304711, 2023, https://doi.org/10.1002/adma.202304711.

J. H. Meng, X. H. Zhu, Y. Liu, M. Yang, G. Lu, “Numerical investigation of heat transfer mechanism in an embedded PCM-TEG for better overall performance under the fluctuating heat source,” Case Studies in Thermal Engineering, vol. 53, p. 103825, 2024, https://doi.org/10.1016/j.csite.2023.103825.

S. Verma et al., “A comprehensive review on energy storage in hybrid electric vehicle,” Journal of Traffic and Transportation Engineering (English Edition), vol. 8, no. 5, pp. 621-637, 2021, https://doi.org/10.1016/j.jtte.2021.09.001.

S. Sodagudi et al., “Renewable Energy Based Smart Grid Construction Using Hybrid Design in Control System with Enhancing of Energy Efficiency of Electronic Converters for Power Electronic in Electric Vehicles,” International Transactions on Electrical Energy Systems, vol. 2022, no. 1, pp. 1-9, 2022, https://doi.org/10.1155/2022/2986605.

S. Amertet, G. Gebresenbet, “Hybridized Renewable Energy for Smart Vehicle-to-Grid (V2G) Systems,” Energy Exploration & Exploitation, vol. 42, no. 1, pp. 292-308, 2024, https://doi.org/10.1177/01445987231209770.

L. Maretto, M. Faccio, D. Battini, “The adoption of digital technologies in the manufacturing world and their evaluation: A systematic review of real-life case studies and future research agenda,” Journal of Manufacturing Systems, vol. 68, pp. 576-600, 2023, https://doi.org/10.1016/j.jmsy.2023.05.009.

A. Mejías, R. S. Herrera, M. A. Márquez, A. J. Calderón, I. González, J. M. Andújar, “Easy handling of sensors and actuators over TCP/IP networks by open source hardware/software,” Sensors, vol. 17, no. 1, p. 94, 2017, https://doi.org/10.3390/s17010094.

J. Johnson, “Designing with the mind in mind: simple guide to understanding user interface design guidelines,” Extended abstracts of the 2021 CHI conference on human factors in computing systems, no. 134, pp. 1-2, 2021, https://doi.org/10.1145/3411763.3444997.

C. Stolojescu-Crisan, C. Crisan, B. P. Butunoi, “An IoT-based smart home automation system,” Sensors, vol. 21, no. 11, p. 3784, 2021, https://doi.org/10.3390/s21113784.

M. M. Rathore, S. A. Shah, D. Shukla, E. Bentafat and S. Bakiras, "The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities," IEEE Access, vol. 9, pp. 32030-32052, 2021, https://doi.org/10.1109/ACCESS.2021.3060863.

Y. B. Zikria, M. K. Afzal, F. Ishmanov, S. W. Kim, H. Yu, “A survey on routing protocols supported by the Contiki Internet of things operating system,” Future Generation Computer Systems, vol. 82, pp. 200-219, 2018, https://doi.org/10.1016/j.future.2017.12.045.

S. A. Gbadamosi, G. P. Hancke and A. M. Abu-Mahfouz, "Building Upon NB-IoT Networks: A Roadmap Towards 5G New Radio Networks," IEEE Access, vol. 8, pp. 188641-188672, 2020, https://doi.org/10.1109/ACCESS.2020.3030653.

H. RehannoInternet of Things (IoT) in Smart Cities: Enhancing Urban Living Through Technology,” Journal of Engineering and Technology, vol. 5, no. 1, pp. 1-16, 2023, https://mzjournal.com/index.php/JET/article/view/70.




DOI: https://doi.org/10.59247/csol.v2i2.110

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Abrarul Haque

 
Control Systems and Optimization Letters
ISSN: 2985-6116
Website: https://ejournal.csol.or.id/index.php/csol
Email: alfian_maarif@ieee.org
Publisher: Peneliti Teknologi Teknik Indonesia
Address: Jl. Empu Sedah No. 12, Pringwulung, Condongcatur, Kec. Depok, Kabupaten Sleman, Daerah Istimewa Yogyakarta 55281, Indonesia