A Resilient and Energy-Efficient Smart Metering Infrastructure Utilizing a Self-Organizing UAV Swarm

TL;DR

This paper introduces a resilient, energy-efficient smart metering system using a self-organizing UAV swarm for autonomous, scalable data collection, enhancing safety and reducing costs in smart city energy management.

Contribution

It presents a novel UAV swarm architecture for autonomous smart meter data collection, including protocols, failure handling, and energy management strategies.

Findings

Simulations show reliable formation maintenance during flight.

Efficient data collection from smart meters demonstrated.

Battery sizing strategy extends operational lifetime.

Abstract

The smart metering infrastructure may become one of the key elements in efficiently managing energy in smart cities. At the same time, traditional measurement record collection is performed by manual methods, which raises cost, safety, and accuracy issues. This paper proposes an innovative SMI architecture based on an unmanned aerial vehicle swarm organizing itself for the autonomous data collection in smart metering infrastructure with scalability and cost-effectiveness while minimizing risks. We design an architecture-based comprehensive system with various phases of operation, communication protocols, and robust failure-handling mechanisms to ensure reliable operations. We further perform extensive simulations in maintenance of precise formations during flight, efficient data collection from smart meters, and adaptation to various failure scenarios. Importantly, we analyze the energy consumption of the proposed system in both drone flight operations and network communication. We now propose a battery sizing strategy and provide an estimate of the operational lifetime of the swarm, underlining the feasibility and practicality of our approach. Our results show that UAV swarms have great potential to revolutionize smart metering and to bring a further brick to greener and more resilient smart cities.