Journal Digital Technology Trend
Vol. 5 No. 1 (2026): June 2026

Sistem IoT untuk Pemantauan Kualitas Udara dalam Ruangan Berbasis Visualisasi Web Real-Time sebagai Pendukung Lingkungan Belajar yang Sehat

Hibatullah, Afrad Ilhamul (Unknown)
Sujono, Sujono (Unknown)



Article Info

Publish Date
30 Jun 2026

Abstract

Indoor air quality plays an important role in students' comfort and academic performance in learning environments. High carbon dioxide (CO₂) concentrations caused by inadequate ventilation can reduce learning concentration. This study aims to develop an Internet of Things (IoT)-based indoor air quality monitoring system using an ESP32 microcontroller and an MQ135 sensor, as well as to analyze the relationship between CO₂ concentration and students' academic performance. The research employed a Research and Development (R&D) approach, with CO₂ concentration data collected every minute from May to October in a classroom environment. The data were processed into monthly averages and compared with students' average academic scores. The results show that the highest average CO₂ concentration occurred in September at 997.78 ppm, accompanied by the lowest average student score of 74.37, while the lowest CO₂ concentration was recorded in July at 712.10 ppm, with an average score of 83.76. The findings indicate a tendency for increased CO₂ concentrations to be followed by a decrease in students' academic performance. The developed system is capable of displaying real-time indoor air quality data through a web-based dashboard and can support the creation of a healthier learning environment.  

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Journal Info

Abbrev

jdtt

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

The Journal Digital Technology Trend is an international journal that promotes the study and interest in Information Systems (IS) and Digital Technologies (DT). The journal will cover in depth and breadth the areas related to IS and digital technologies and techniques. Articles in the journal may be ...