Affiliation:
1. Department of Engineering, University of Almeria, 04120 Almeria, Spain
2. Department of Law, University of Almeria, 04120 Almeria, Spain
Abstract
This review underscores the escalating global research trend in this field since 2000. The primary scientific disciplines contributing to extensive research on smart water meters are engineering, computer science, and energy. In terms of countries, the analysis reveals that the United States, India, and China exhibit the highest scientific production. Concerning affiliations, prominent contributors include Griffith University, Politecnico di Milano, and the Università degli Studi di Salerno. Regarding worldwide research trends, an examination of distinct clusters defined by their principal keywords was conducted. The following clusters were identified in order of significance based on the number of publications: Urban Water Meters, IoT Connection, Communication and Security, Grid Management, Water Networks, Hot Water, Groundwater Monitoring, and Smart Irrigation. Of particular note is the growing use of machine learning applications, especially in the management of distribution networks. This trend opens up a promising avenue for addressing complex problems in real time.
Subject
Water Science and Technology,Aquatic Science,Geography, Planning and Development,Biochemistry
Reference72 articles.
1. Gebre, S.L., Cattrysse, D., and Van Orshoven, J. (2021). Multi-criteria decision-making methods to address water allocation problems: A systematic review. Water, 13.
2. Adedoja, O.S., Hamam, Y., Khalaf, B., and Sadiku, R. (2018). Towards development of an optimization model to identify contamination source in a water distribution network. Water, 10.
3. Madias, K., and Szymkowiak, A. (2022). Residential sustainable water usage and water management: Systematic review and future research. Water, 14.
4. Pastor-Jabaloyes, L., Arregui, F.J., and Cobacho, R. (2018). Water end use disaggregation based on soft computing techniques. Water, 10.
5. Patrones de consumo de agua en usos turístico-residenciales en la costa de Alicante (España) (2005–2015). Una tendencia desigual influida por la tipología urbana y grado de ocupación;Rico;An. Geogr. Univ. Complut.,2018
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