Building a Digital Twin for the Management of Pressurised Collective Irrigation Systems

• Autor(a) principal: Moreira, Madalena
• Data de Publicação: 2021
• Outros Autores: Sandra, Mourato, Carlos, Rodrigues, Sandra, Silva, Rita, Cabral Guimarães
• Tipo de documento: Artigo
• Idioma: eng
• Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
• Texto Completo: http://hdl.handle.net/10174/30006; https://doi.org/10.1007/978-3-030-75315-3_83
• topic: Collective Irrigation Systems; Digital Twin; Water balance; Energy balance; Performance indicators; EPANET

Digital Twins (DT) can be exploited to improve Collective Irrigation Systems (CIS) performance and be fundamental for decision-making. Developing a DT is an enormous challenge with continuous adjustments and learning from the physical system. Agriculture represents one of the most water demanding sectors, and changing from gravity to pressurised water distribution turning the efficient use of water and energy as one of the main purposes of managing pressurised CIS. The DT is created based on field and laboratory tests, a systematic application of hydraulic modelling, water balance, energy balance and performance indicators. The data connection between the physical system and the DT and data advanced analytics provides a means to the operational setting, optimising, studying scenarios, and adapting to external changes of the pressurised CIS. In this paper, the authors propose a methodology to build a DT of a primary and secondary pressurised CIS network to evaluate water use efficiency, global energy efficiency, pumping facilities efficiency and energy inefficiency associated with water losses. A preliminary application to Block 4, a pressurised sub-system of Odivelas CIS, is presented in Southern Portugal. It was possible to ascertain the great potential of the physical twin – digital twin set to understand system processes, the corrective measures, the priority of maintenance and management decision of the pressurised collective irrigation system. This formulation is a good way to move towards smart water management in CIS.