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Enhancing Urban Water Management: A Novel LoraWAN Platform Based on ChirpStack Integration with Node-Red for Efficient Data Hosting on the Google Cloud Platform

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The Internet of Things has become an approach to facilitate real-time data collection and examination in various fields, such as urban water management. This paper presents a pioneering LoraWAN platform, which leverages the integration of ChirpStack with Node-Red and SQL databases to establish a robust and scalable urban water monitoring system. Specifically, Ecuador's cities need help managing urban water consumption due to today's traditional systems. The proposed solution is to implement an SWG Cuenca platform to manage urban water consumption based on the design of an informatic platform to manage urban water smart meters. The platform utilises Google Cloud Platform, which provides scalability and security features for the LoRaWAN network, long-short-term memory to predict urban water consumption, and Node-Red to develop the BackEnd and FrontEnd dashboards. The platform developed is also considered a Semantic Sensor Network Ontology. The conclusion is that improved urban water resource management, proactive decision-making, and increased operational efficiency for urban water utilities are necessary. Regarding urban water prediction, long- and short-term memory performance metrics showed a value of 94.3% for the correlation coefficient with a root mean square error value of 0.22. Finally, the SGW-CUENCA platform supports the operation from the final devices to the management of the LoraWAN network, such as gateways and smart urban water meters.

Original languageEnglish
Title of host publication2024 IEEE Colombian Conference on Communications and Computing, COLCOM 2024 - Proceedings
EditorsDiana Z. Briceno Rodriguez
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331504724
DOIs
StatePublished - 2024
Event2024 IEEE Colombian Conference on Communications and Computing, COLCOM 2024 - Barranquilla, Colombia
Duration: 21 Aug 202424 Aug 2024

Publication series

Name2024 IEEE Colombian Conference on Communications and Computing, COLCOM 2024 - Proceedings

Conference

Conference2024 IEEE Colombian Conference on Communications and Computing, COLCOM 2024
Country/TerritoryColombia
CityBarranquilla
Period21/08/2424/08/24

Bibliographical note

Publisher Copyright:
© 2024 IEEE.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 6 - Clean Water and Sanitation
    SDG 6 Clean Water and Sanitation
  2. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • ChirpStack
  • GCP
  • LoraWAN
  • LPWAN
  • Node-Red
  • Urban Water

CACES Knowledge Areas

  • 216A Network and Database Design and Administration

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