Building an indoor air quality monitoring system based on the architecture of the Internet of Things

With rapidly changing technology, people have more and more requirements for thermal comforts regarding indoor temperature, humidity, and wind speed, and pay more attention to air quality. Indoor air quality has serious effects on the elderly, children, and those with respiratory allergies. Based on the architecture of the Internet of Things smart home, this study constructed an indoor air quality monitoring system to explore how people can live in an environment with good air quality. Among the numerous air quality indices (AQIs), the carbon dioxide index and AQI of the American Society of Heating, Refrigerating and Air-Conditioning Engineers are selected as the indices suitable for this study. The common points of the two indices are combined, and then, based on the data of the Environmental Protection Administration, indoor and outdoor environmental parameters are analyzed, and controllable environment variables are simulated to analyze their effects on air quality. This study designed effective load control using fuzzy control and developed a fuzzy rule base for simulation of the environment variables. Decision logic was used to replace the threshold control of indoor air quality in the past, and a comfortable air quality monitoring system was designed by combining the Arduino Uno development board and ESP8266 Wi-Fi wireless transmission modules.

[1]  Gui Yun Tian,et al.  A Novel Distributed Linear-Spatial-Array Sensing System Based on Multichannel LPWAN for Large-Scale Blast Wave Monitoring , 2019, IEEE Internet of Things Journal.

[2]  Jonathan Whitaker,et al.  A Distributed Low-Cost Pollution Monitoring Platform , 2019, IEEE Internet of Things Journal.

[3]  Ashish Jasuja,et al.  Air quality monitoring system based on IoT using Raspberry Pi , 2017, 2017 International Conference on Computing, Communication and Automation (ICCCA).

[5]  Bin Tian,et al.  Environment-Adaptive Calibration System for Outdoor Low-Cost Electrochemical Gas Sensors , 2019, IEEE Access.

[6]  Jingchang Huang,et al.  A Crowdsource-Based Sensing System for Monitoring Fine-Grained Air Quality in Urban Environments , 2019, IEEE Internet of Things Journal.

[7]  Ajitesh Kumar,et al.  Design and Analysis of IoT based Air Quality Monitoring System , 2020, 2020 International Conference on Power Electronics & IoT Applications in Renewable Energy and its Control (PARC).

[8]  Simon S. Woo,et al.  Real Time Localized Air Quality Monitoring and Prediction Through Mobile and Fixed IoT Sensing Network , 2020, IEEE Access.

[9]  Rohan Kumar Jha,et al.  Air Quality Sensing and Reporting System Using IoT , 2020, 2020 Second International Conference on Inventive Research in Computing Applications (ICIRCA).

[10]  Chih-Yuan Chang,et al.  Performance Analysis of Indoor Smart Environmental Control Factors: Using Temperature to Control the Rate of Formaldehyde Emission , 2019, IEEE Access.

[11]  Ennio Gambi,et al.  ADL Recognition Through Machine Learning Algorithms on IoT Air Quality Sensor Dataset , 2020, IEEE Sensors Journal.

[12]  Yang Wei,et al.  An IoT Tree Health Indexing Method Using Heterogeneous Neural Network , 2019, IEEE Access.

[13]  C. Flanagan,et al.  IoT Personal Air Quality Monitor , 2020, 2020 31st Irish Signals and Systems Conference (ISSC).

[14]  Eduardo Canete-Carmona,et al.  A Low-Cost IoT Device to Monitor in Real-Time Wine Alcoholic Fermentation Evolution Through CO2 Emissions , 2020, IEEE Sensors Journal.

[15]  Xiaojiang Du,et al.  Dynamic Measurement and Data Calibration for Aerial Mobile IoT , 2020, IEEE Internet of Things Journal.

[16]  Yingkui Du,et al.  Design of Air Quality Monitoring System Based on NB-IoT , 2019, 2019 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS).

[17]  Xiong Xiong,et al.  Design and Implementation of LPWA-Based Air Quality Monitoring System , 2016, IEEE Access.

[18]  Yu Liu,et al.  Active Plant Wall for Green Indoor Climate Based on Cloud and Internet of Things , 2018, IEEE Access.

[19]  Felipe Espinosa,et al.  Effect of Event-Based Sensing on IoT Node Power Efficiency. Case Study: Air Quality Monitoring in Smart Cities , 2019, IEEE Access.

[20]  Wenyan Wu,et al.  Design and Implementation of an IoT-Based Indoor Air Quality Detector With Multiple Communication Interfaces , 2019, IEEE Internet of Things Journal.

[21]  Lakshman Tamil,et al.  Predicting Asthma Attacks: Effects of Indoor PM Concentrations on Peak Expiratory Flow Rates of Asthmatic Children , 2020, IEEE Access.

[22]  Hock Beng Lim,et al.  AirQ: A Smart IoT Platform for Air Quality Monitoring , 2020, 2020 IEEE 17th Annual Consumer Communications & Networking Conference (CCNC).

[23]  Prabagarane Nagaradjane,et al.  Design of sensor system for air pollution and human vital monitoring for connected cyclists , 2019, IET Commun..

[24]  Silviu Folea,et al.  Lessons Learned From the Development of Wireless Environmental Sensors , 2020, IEEE Transactions on Instrumentation and Measurement.

[25]  Xing Jin,et al.  A Reliable IoT Edge Computing Trust Management Mechanism for Smart Cities , 2020, IEEE Access.

[26]  Carsten Maple,et al.  Comparative Analysis of Machine Learning Techniques for Predicting Air Quality in Smart Cities , 2019, IEEE Access.

[27]  Amir H. Gandomi,et al.  Internet of Things Mobile–Air Pollution Monitoring System (IoT-Mobair) , 2019, IEEE Internet of Things Journal.

[28]  Manh Duong Phung,et al.  Sensing Data Fusion for Enhanced Indoor Air Quality Monitoring , 2020, IEEE Sensors Journal.

[29]  Baowei Wang,et al.  Air Quality Forecasting Based on Gated Recurrent Long Short Term Memory Model in Internet of Things , 2019, IEEE Access.

[30]  Willian Zamora,et al.  System for monitoring air quality in urban environments applyng low-cost solutions , 2020, 2020 15th Iberian Conference on Information Systems and Technologies (CISTI).

[31]  Carlos E. Palau,et al.  A Smart System for Sleep Monitoring by Integrating IoT With Big Data Analytics , 2018, IEEE Access.

[32]  Prakash Kodali,et al.  Development of an IoT-based Real-Time Air Quality Monitoring Device , 2020, 2020 International Conference on Communication and Signal Processing (ICCSP).