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Optimal Performance and Modeling of Wireless Technology Enabling Smart Electric Metering Systems Including Microgrids
1Master's Program in Electricity, Universidad Politécnica Salesiana, Quito EC170525, Ecuador.
Sensors (Basel, Switzerland)
|November 13, 2021
Summary
This study optimizes wireless routing for intelligent energy metering in microgrids using heuristic algorithms. The developed model effectively determines optimal network topology and performance for smart grid applications.
Area of Science:
- Electrical Engineering
- Computer Science
- Network Optimization
Background:
- Intelligent energy metering systems are crucial for modern smart grids.
- Microgrids require robust and efficient wireless communication for reliable operation.
- Optimal routing is essential for managing data flow and ensuring network performance.
Purpose of the Study:
- To analyze the performance of wireless technologies for intelligent energy metering within microgrids.
- To develop an optimization model for determining the best wireless technology and network topology.
- To ensure effective user connectivity and optimal routing in a geo-referenced scenario.
Main Methods:
- A geo-referenced scenario was modeled as a graph for heuristic-based algorithm application.
- Network topology was established with nodes and vertices, considering capacity and range constraints.
- Wireless network simulation was used to verify topology and infrastructure performance.
Main Results:
- The optimization model effectively determined optimal routing and user connectivity for intelligent energy metering.
- The study identified the best wireless technology suitable for the specific geographical location and constraints.
- Simulations confirmed the effectiveness of the developed model in verifying network performance.
Conclusions:
- The proposed optimization model demonstrates effectiveness in performance analysis and optimal routing for wireless intelligent energy metering in microgrids.
- The methodology provides a framework for selecting appropriate wireless technologies based on capacity and range.
- The findings contribute to the development of more efficient and reliable smart grid communication infrastructures.
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