BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT

This research focuses on developing a backend for an IoT-based monitoring and early warning system in coal mines, aiming to improve work safety, operational efficiency, and productivity. The system is designed to collect, transmit, and store real-time data from image processing and sensors on min...

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Main Author: Najwan Kurniatama, Thirafi
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/85264
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:85264
spelling id-itb.:852642024-08-20T09:12:30ZBACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT Najwan Kurniatama, Thirafi Indonesia Final Project IoT monitoring system, coal mine safety, microservice architecture, NestJS, MQTT, data compression, limited infrastructure INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/85264 This research focuses on developing a backend for an IoT-based monitoring and early warning system in coal mines, aiming to improve work safety, operational efficiency, and productivity. The system is designed to collect, transmit, and store real-time data from image processing and sensors on mining vehicles, as well as accommodate load spikes. Using a microservices architecture with NestJS, the system consists of three main services and two API Gateways, integrating MQTT protocol for IoT and HTTP for the frontend. Test results demonstrate the system's reliability in data collection and storage, promising significant improvements in coal mine safety and operational efficiency. The uniqueness of this system lies in its ability to adapt to limited network infrastructure at mine sites, the use of data compression for bandwidth efficiency, and integration with existing systems for comprehensive worker safety analysis. System evaluation includes performance and scalability testing, with results showing the ability to handle simultaneous deviation recordings with better average response times compared to similar monolithic systems, as well as improved effectiveness compared to manual recording systems. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description This research focuses on developing a backend for an IoT-based monitoring and early warning system in coal mines, aiming to improve work safety, operational efficiency, and productivity. The system is designed to collect, transmit, and store real-time data from image processing and sensors on mining vehicles, as well as accommodate load spikes. Using a microservices architecture with NestJS, the system consists of three main services and two API Gateways, integrating MQTT protocol for IoT and HTTP for the frontend. Test results demonstrate the system's reliability in data collection and storage, promising significant improvements in coal mine safety and operational efficiency. The uniqueness of this system lies in its ability to adapt to limited network infrastructure at mine sites, the use of data compression for bandwidth efficiency, and integration with existing systems for comprehensive worker safety analysis. System evaluation includes performance and scalability testing, with results showing the ability to handle simultaneous deviation recordings with better average response times compared to similar monolithic systems, as well as improved effectiveness compared to manual recording systems.
format Final Project
author Najwan Kurniatama, Thirafi
spellingShingle Najwan Kurniatama, Thirafi
BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT
author_facet Najwan Kurniatama, Thirafi
author_sort Najwan Kurniatama, Thirafi
title BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT
title_short BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT
title_full BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT
title_fullStr BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT
title_full_unstemmed BACK-END DEVELOPMENT FOR AN IOT-BASED EARLY WARNING AND MONITORING SYSTEM IN LOW-RESOURCE INFRASTRUCTURE ENVIRONMENT
title_sort back-end development for an iot-based early warning and monitoring system in low-resource infrastructure environment
url https://digilib.itb.ac.id/gdl/view/85264
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