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An Integrated IoT Architecture for Smart Metering Using Next Generation Sensor for Water Management Based on LoRaWAN
Vlastimil Slaný1, Adam Lučanský1, Petr Koudelka1
1Department of Agricultural, Food and Environmental Engineering, Mendel Univerzity in Brno, 61300 Brno, Czech Republic.
Sensors (Basel, Switzerland)
|August 23, 2020
Summary
This study introduces a low-cost, modular IoT system for smart water management and crisis detection. The smart water meter achieved a 95% success rate in detecting water leaks, enhancing water resource management.
Area of Science:
- Environmental Science and Engineering
- Computer Science and Engineering
- Electrical Engineering
Background:
- Increasing global water scarcity due to climate change and extreme weather necessitates advanced water management solutions.
- Traditional water monitoring systems lack the real-time data and crisis detection capabilities required for modern infrastructure.
- Industry 4.0 and Smart City initiatives demand integrated, interoperable, and low-cost technological solutions for resource management.
Purpose of the Study:
- To design, implement, and verify a novel smart water consumption measurement and crisis detection system.
- To develop a modular, low-cost, and low-power Internet of Things (IoT) platform for smart water management.
- To address the needs of water distribution companies for reliable and cost-effective smart solutions.
Main Methods:
- Development of a modular IoT platform using Printed Circuit Board (PCB) design with M2.COM standard.
- Integration of a LoRaWAN modem and a Raspberry Pi-based LoRaWAN gateway for data transmission.
- Verification through laboratory testing, including simulated water leakage, and real-world deployment in residential units and municipal areas.
Main Results:
- The developed prototype is modular, low-cost, low-power, and low-complexity, aligning with Smart City and Industry 4.0 principles.
- Signal propagation was tested in a municipal area, defining the system's operational radius.
- Water leakage detection using the minimum night flow (MNF) method achieved a 95% success rate in a residential unit.
Conclusions:
- The novel smart water management system demonstrates high reliability and effectiveness in measuring consumption and detecting crises like water leakage.
- The system's modularity, low cost, and low power consumption make it suitable for widespread adoption in smart water management.
- The successful verification in both laboratory and real-world conditions validates the system's potential for enhancing water resource management and addressing drought challenges.
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