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http://dx.doi.org/10.7472/jksii.2020.21.6.95

IoT Based Real-Time Indoor Air Quality Monitoring Platform for a Ventilation System  

Uprety, Sudan Prasad (Graduate School of Business IT, Kookmin University)
Kim, Yoosin (Alticast Inc.)
Publication Information
Journal of Internet Computing and Services / v.21, no.6, 2020 , pp. 95-104 More about this Journal
Abstract
In this paper, we propose the real time indoor air quality monitoring and controlling platform on cloud using IoT sensor data such as PM10, PM2.5, CO2, VOCs, temperature, and humidity which has direct or indirect impact to indoor air quality. The system is connected to air ventilator to manage and optimize the indoor air quality. The proposed system has three main parts; First, IoT data collection service to measure, and collect indoor air quality in real time from IoT sensor network, Second, Big data processing pipeline to process and store the collected data on cloud platform and Finally, Big data analysis and visualization service to give real time insight of indoor air quality on mobile and web application. For the implication of the proposed system, IoT sensor kits are installed on three different public day care center where the indoor pollution can cause serious impact to the health and education of growing kids. Analyzed results are visualized on mobile and web application. The impact of ventilation system to indoor air quality is tested statistically and the result shows the proper optimization of indoor air quality.
Keywords
Fine-Dust; IoT; Indoor Air Quality; Real-Time Data Analysis; Cloud Computing;
Citations & Related Records
Times Cited By KSCI : 11  (Citation Analysis)
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1 Jin-Ho Noh, Han-Ho Tack, "The Implementation of the Fine Dust Measuring System based on Internet of Things(IoT)," Journal of the Korea Institute of Information and Communication Engineering, Vol..21, No.4, pp.829-835, Apr. 2017. https://doi.org/10.6109/jkiice.2017.21.4.829   DOI
2 Ungtae Kim, Yong-Chul Kim, Sooyeong Kwak, "Iot based Indoor Air Quality Monitoring System," The Journal of the Korea Contents Association, Vol.16, No.2, 2016. http://dx.doi.org/10.5392/JKCA.2016.16.02.143   DOI
3 Chang-Se Oh, Min-Seok Seo, Jung-Hyuck Lee, Sang-Hyun Kim, Young-Don Kim, Hyun-Ju Park, "Indoor Air Quality Monitoring Systems in the IoT Environment," The Journal of Korean Institute of Communications and Information Sciences, Vol.40, No.5, 2015. http://dx.doi.org/10.7840/kics.2015.40.5.886   DOI
4 Pil-Sang Yun, Do-Yun Kim, Gu-Min Jeong, "Implementation of AWS-based deep learning platform using streaming server and performance comparison experiment," The Journal of Korea Institute of Information, Electronics, and Communication Technology, 12(6), 591-596, 2019. http://dx.doi.org/10.17661/jkiiect.2019.12.6.591   DOI
5 Chang Ho Yun Jong Won Park Hae Sun Jung Yong Woo Lee, "Real-Time IoT Big-data Processing for Stream Reasoning," Journal of Internet Computing and Services(JICS), Vol. 18, No 3, 2017. https://doi.org/10.7472/jksii.2017.18.3.01   DOI
6 Youngchan Lee SoYeon Lee Dae-Young Kim, "An Implementation of an Intelligent Access Point System Based on a Feed Forward Neural Network for Internet of Things," Journal of Internet Computing and Services(JICS), Vol. 20, No 5, 2019. https://doi.org/10.7472/jksii.2019.20.5.95   DOI
7 Woo-Soo Jeong Sa-Hyuk Kim Kyoung-Sik Min, "An Analysis of the Economic Effects for the IoT Industry," Journal of Internet Computing and Services(JICS), Vol. 14, No 5, 2013. https://doi.org/10.7472/jksii.2013.14.5.119   DOI
8 Brian Hayes, "Cloud computing", Communication of the ACM, Vol 7, pp.9-11, 2008. https://doi.org/10.1145/1364782.1364786   DOI
9 Yang, Chao-Tung, et al. "Implementation of an intelligent indoor environmental monitoring and management system in cloud." Future Generation Computer Systems Vol.96, pp.731-749, 2019. https://doi.org/10.1016/j.future.2018.02.041   DOI
10 Zhao, Liang, Wenyan Wu, and Shengming Li. "Design and implementation of an IoT based indoor air quality detector with multiple communication interfaces." IEEE Internet of Things Journal, 2019. https://doi.org/10.1109/JIOT.2019.2930191   DOI
11 Pradityo, Fadli, and Nico Surantha. "Indoor Air Quality Monitoring and Controlling System based on IoT and Fuzzy Logic." 2019 7th International Conference on Information and Communication Technology (ICoICT). IEEE, 2019. https://doi.org/10.1109/ICoICT.2019.8835246   DOI
12 Min, Kyeong T.,et al. "Smart home air filtering system: A randomized controlled trial for performance evaluation." Smart Health Vol. 9, pp.62-75, 2018. https://doi.org/10.1016/j.smhl.2018.07.009   DOI