An Overview on Advancements in Water Leakage Detection Integrating Cutting-Edge Solutions
Ala' Fathi Khalifeh, Nowfal Aweisi · 2024
Water leakage pose a significant challenge to the sustainability of water resources and infrastructure around the world. In response, this paper presents an overview of the latest advances in water leakage detection techniques, encompassing both hardware and software methodologies. The hardware section examines state-of-the-art sensors and tools used for data collection in water leakage detection systems. Various sensor technologies have been explored including acoustic, electromagnetic, water flow, and pressure sensors. Additionally, innovative tools such as robots and remote sensing technologies are being explored for their potential to improve the efficiency of leak detection operations. At the same time, the software aspect of water leakage detection is explored, focusing on the algorithms used to analyze the data collected by the sensors. The effectiveness of advanced signal processing techniques, machine learning algorithms, and artificial intelligence models in identifying and locating leaks in water distribution networks is examined. Additionally, data fusion methods are explored to integrate information from multiple sensors and increase the reliability of leak detection systems. By synthesizing the latest developments in the hardware and software domains, this review provides valuable insights into the changing landscape of water leakage detection technologies. The integration of advanced sensors with advanced data analysis algorithms offers promising opportunities to improve the efficiency, accuracy, and reliability of leak detection systems, thereby contributing to the sustainable management of water resources.