DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY
The air quality data of Bandung City is not yet obtainable comprehensively to represent the entire city of Bandung. Representing the entirety of Bandung requires the use of 10 air monitoring devices, but the Bandung City Environmental and Sanitation Agency (DLHK) only has one monitoring device. T...
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id-itb.:738852023-06-24T17:24:13ZDESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY Izzatul Fauzan H, Muhammad Indonesia Final Project Cloud Database Subsystem, Cloud Processing Subsystem, Access Point Subsystem, DLHK, realtime, air pollutant INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/73885 The air quality data of Bandung City is not yet obtainable comprehensively to represent the entire city of Bandung. Representing the entirety of Bandung requires the use of 10 air monitoring devices, but the Bandung City Environmental and Sanitation Agency (DLHK) only has one monitoring device. The acquisition of air monitoring devices also incurs a significant cost, approximately 400 million Indonesian Rupiah, making it difficult for DLHK to meet the ideal conditions. Furthermore, air quality monitoring devices monitor PM_2.5, PM_10, CO, temperature, and humidity. All these issues can be addressed with a Low-Cost Air Quality Monitoring System. This Low-Cost Air Quality Monitoring System is designed to facilitate DLHK in making informed decisions to reduce high air pollution. The system being developed consists of three main subsystems: the Cloud Database Subsystem, Cloud Processing Subsystem, and Access Point Subsystem. The Cloud Database Subsystem is used to store and process data received from the Air Monitoring Devices, while the Cloud Processing Subsystem calculates the Air Pollution Standard Index (ISPU) and processes average air pollution data. Real- time data storage is performed through the Buffer Management Module, while the Communication to Server Module is responsible for transmitting data from the Gateway to the Server. The evaluation results indicate that the proposed system meets the specifications for real-time data transmission. The data transmission latency values from the Cloud Server to the Webserver and from the Gateway to the Cloud Server are below the specified threshold. The successful implementation of the Cloud Server and Gateway blocks also confirms the system's capability. Further development of the system involves implementing Machine Learning techniques to predict future air pollution levels and expanding the range of pollutants that can be processed, such as SO2, NO2, HC, and O3. These improvements will provide more comprehensive air quality data and enable proactive action to be taken. text |
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The air quality data of Bandung City is not yet obtainable comprehensively to
represent the entire city of Bandung. Representing the entirety of Bandung requires
the use of 10 air monitoring devices, but the Bandung City Environmental and
Sanitation Agency (DLHK) only has one monitoring device. The acquisition of air
monitoring devices also incurs a significant cost, approximately 400 million
Indonesian Rupiah, making it difficult for DLHK to meet the ideal conditions.
Furthermore, air quality monitoring devices monitor PM_2.5, PM_10, CO,
temperature, and humidity. All these issues can be addressed with a Low-Cost Air
Quality Monitoring System. This Low-Cost Air Quality Monitoring System is
designed to facilitate DLHK in making informed decisions to reduce high air
pollution. The system being developed consists of three main subsystems: the Cloud
Database Subsystem, Cloud Processing Subsystem, and Access Point Subsystem.
The Cloud Database Subsystem is used to store and process data received from the
Air Monitoring Devices, while the Cloud Processing Subsystem calculates the Air
Pollution Standard Index (ISPU) and processes average air pollution data. Real-
time data storage is performed through the Buffer Management Module, while the
Communication to Server Module is responsible for transmitting data from the
Gateway to the Server.
The evaluation results indicate that the proposed system meets the specifications
for real-time data transmission. The data transmission latency values from the
Cloud Server to the Webserver and from the Gateway to the Cloud Server are below
the specified threshold. The successful implementation of the Cloud Server and
Gateway blocks also confirms the system's capability. Further development of the
system involves implementing Machine Learning techniques to predict future air
pollution levels and expanding the range of pollutants that can be processed, such
as SO2, NO2, HC, and O3. These improvements will provide more comprehensive
air quality data and enable proactive action to be taken. |
format |
Final Project |
author |
Izzatul Fauzan H, Muhammad |
spellingShingle |
Izzatul Fauzan H, Muhammad DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY |
author_facet |
Izzatul Fauzan H, Muhammad |
author_sort |
Izzatul Fauzan H, Muhammad |
title |
DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY |
title_short |
DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY |
title_full |
DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY |
title_fullStr |
DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY |
title_full_unstemmed |
DESIGN AND IMPLEMENTATION OF LOW COST AIR QUALITY AIR QUALITY MONITORING SYSTEM USING CLOUD SERVER AND GATEWAY |
title_sort |
design and implementation of low cost air quality air quality monitoring system using cloud server and gateway |
url |
https://digilib.itb.ac.id/gdl/view/73885 |
_version_ |
1822007238965854208 |