I-RETIS-WATER

RESEARCH & DEVELOPMENT


SCUBIC remains committed to developing innovative solutions to address the constantly evolving challenges in our dynamic world



I-RETIS-WATER



Towards integrated real-time smart water networks operations.



The main goal of this project is the development and implementation of a computational solution capable of automatically, efficiently and effectively managing any WDS.

THE PROPOSED METHODOLOGY INTENDS TO


(i) find the daily optimal operation of the WDS (transforming it into a smart system), while



(ii) taking into account the energy provided from RES, dynamic energy price from the electricity supplier and inputs from the electricity market regulation reserve (EMRR), thus minimising the WDS operating costs.

WORKPACKAGES


TEAM SCUBIC


Bruno Abreu

Investigator

Miguel Oliveira

Investigator

Mariana Alão

Investigator

Carlos Oliveira

Investigator

TEAM I-RETIS-WATER


A. Andrade-Campos

Principal Investigator

Ana Reis

Investigator

Marlene Brás

Investigator

Ana Sousa

Investigator

Tiago Pereira

Investigator

Sara Mota

Investigator

Flávio Silva

Investigator

Iago Freitas

Investigator

Guilherme Borges

Investigator

Júlio Monteiro

Investigator

João Lima

Investigator

Jorge Júnior

Investigator

RESULTS


  • Conference Proceedings

    The 5Th International Conference on Water Economics, Statistics and Finance/The International Conference on Rethinking Treatment with Asset Management -  International Water Association (IWA) 

    Porto, 22-24 Setembro de 2021

    • "Water distribution costs optimization with Smart Digital Twins: a Case study"

    - Bruno Abreu, Ana Reis, A. Andrade-Campos, et. al

    • "Moving towards energy neutrality by optimizing the energy mix in the water sector: the INOVA case study"

    - Ana Reis, A. Andrade-Campos, André Antunes, et. al

    • "Towards energy and costs efficiency: the analysis and control of discharge pumps in wastewater treatment plants"

    - Mariana Alão, Ana Reis, André Antunes, et. al

    • "On the use of machine learning algorithms to model and reduce energy costs of water supply systems"

    - K. Bastos, A. Andrade-Campos, C. ferreira, et. al

    • "The use of variable speed drives to reduce energy and costs in water supply systems – analysis, discussion, and validation"

    - L. Lopes, A. Andrade-Campos, A. Antunes, et. al



    5th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions – University of Aveiro

    Aveiro, 27 Maio de 2022


    • "Integrating the Water-Energy Nexus in Water Supply Systems optimization"

    - Ana Reis, A. Andrade-Campos, Carlos Henggeler Antunes, et. al

    • "Towards interpretable Machine Learning Hydraulic Simulation Models"

    - Catarina G. Ferreira, Ana Reis, A. Andrade-Campos

    • "Towards energy sustainability and cost reduction of Water Supply Systems through operational optimization methodologies"

    - Marlene Brás, Ana Moura, A. Andrade-Campos


    Congress on Numerical Methods in Engineering 2022

    Las Palmas de Gran Canaria, 12-14 setembro 2022

    • "On the benefits of demand side management in Water Supply System"

    - Ana Reis, A. Andrade-Campos, Carlos Henggeler Antunes, et. al

    • "Towards energy sustainability and cost reduction of water supply systems through operational optimization methodologies: a comparative study of problem formulations"

    - Marlene Brás, Ana Moura, A. Andrade-Campos


    6th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solution  – University of Aveiro

    Aveiro, 25-26 Maio 2023

    • "Smart water supply systems operation with optimization strategies and analytical sensitivity approach"

    - Ana Luís Sousa, A. Andrade-Campos

    • "Machine Learning models for prediction and optimization of water supply networks"

    - Sara Mota, Tiago Pereira, A. Andrade-Campos

    • "Pump-storage optimization in Water Supply System: A case study"

    - Flávio Silva, Ana Reis, A. Andrade-Campos

    • "Enhancing Water Supply Systems operations with Smart Predictive Digital Twins and Real-time Orchestration in Multiservice Frameworks"

    -Tiago Pereira, A. Andrade-Campos



    VII ECCOMAS Young Investigators Conference

    Porto, 19-21 Junho 2023

    • "Cost Reduction of Water Supply Systems Through Optimization Methodologies: A Comparative Study of Pump Scheduling Problem Formulations"

    - Marlene Brás, Ana Moura, António Andrade-Campos

    • "Energy storage using a hydraulic system a pump storage computational model"

    - Flávio Silva, António Andrade-Campos

    • "A Mixed-Integer Nonlinear Programming Model for Integrated Management of Resources in Water Supply Systems"

    - Ana Reis, A. Andrade-Campos, Carlos Henggeler Antunes, et. al

    • "On the use of Machine Learning models for prediction and optimization of water supply networks"

    - Sara Mota, António Andrade-Campos

    • "Smart predictive digital twin in multiservice architecture for water supply systems"

    - Tiago C. Pereira, Ana L. Reis, A. Andrade-Campos

    • "On the Computational Efficiency of Optimisation Techniques on the Water Supply Systems Operation"

    - Ana Luís Sousa, A. Andrade-Campos



    Research Summit 2023

    Aveiro, 12-14 Julho 2023

    • "Smart predictive digital twins and multiservice orchestration for real-time streamlining of water supply systems"

    - Tiago C. Pereira, A. Andrade-Campos

    • "Cost Efficiency of Water Supply Systems Through Optimization Methodologies"

    - Marlene Brás, Ana Moura, António Andrade-Campos



    6th European Conference on Industrial Engineering and Operations Management 2023

    Lisboa, 18-20 Julho 2023

    • "Cost Reduction of Water Supply Systems Through Optimization Methodologies: A Comparative Study of Optimization Approaches"

    - Marlene Brás, Ana Moura, António Andrade-Campos


    Optimization 2023

    Aveiro, 24-26 Julho 2023

    • "Cost Efficiency of Water Supply Systems Through Optimization Methodologies"

    - Marlene Brás, Ana Moura, António Andrade-Campos



    Efficient 2023 – Urban Water Management

    Bordéus, 13-15 Setembro 2023

    • "An optimization framework to assess the demand-side-management capacity of a Water Supply System"

    - Ana Reis, A. Andrade-Campos, Carlos Henggeler Antunes, et. al


    • "Efficient starting conditions for periodic and seasonal operations: the case of water supply systems"

    - A. Andrade-Campos


    • "Smart Predictive Digital Twin for Water Supply Systems with uncertainties control"

    - Tiago C. Pereira, A. Andrade-Campos


    • "Cost Reduction of Water Supply Systems Through Optimization Methodologies"

    - Marlene Brás, Ana Moura, António Andrade-Campos


    • "Water supply systems: an analytical sensitivity analysis and optimization approach for an efficient operation"

    - Ana Luís Sousa, A. Andrade-Campos


  • Master and Ph.D Thesis

    • A. Reis, "Integrating the Water-Energy Nexus in Water Supply Systems Optimization", Doctoral Program on Sustainable Energy Systems (SES|EfS), INESC Coimbra, Department of Electrical and Computer Engineering, University of Coimbra, Portugal. On Going.

    • M. Brás, "Energy sustainability of water supply systems through optimization methodologies", Doctoral Program in Mechanical Engineering, University of Aveiro, On Going.

    • T. Pereira, "Development and Analysis of Smart Predictive Digital Twins for Water Supply Systems". Doctoral Program in Mechanical Engineering, University of Aveiro. On going.

    • S. Mota, "Machine Learning Model Analysis for Prediction and Optimization of Water Supply Systems", Masters in Sustainable Energy Systems. On Going. 

    • Júlio Monteiro, "Desenvolvimento de sensores de pressão e sistema de telemetria para Sistemas de Abastecimento de Água".  On going.

    • Guilherme Borges, "Application of a reinforcement learning model to control a water distribution network". On going.

    • Iago Freitas, "Gestão operacional de um sistema de abastecimento de água através dos níveis dos depósitos". On going.

    • F. Silva, "Optimization of Water Supply Systems with Pump Storage". Masters in Sustainable Energy Systems, University of Aveiro. Concluded. Available at https://ria.ua.pt/handle/10773/39222

    • J. Lima, "Development of Portable Mist MAchine for Extremely Hot Days", Masters in Mechanical Engineering, University of Aveiro. Concluded. 

    • A. Luís Sousa, "Sensitivity analysis of water supply systems hydraulic models". Master in Mechanical Engineering, Universidade de Aveiro, 2022. Concluded. Available at http://hdl.handle.net/10773/34930 

    • Carlos M. Basílio Oliveira, "Towards a scalable Software Architecture forWater Utilities’ Decision Support Systems", Master in Software Engineering, Universidade de Aveiro, 2022. Concluded. Available at https://ria.ua.pt/handle/10773/35187 

    • Oliveira, Ricardo M.Brito," Desenvolvimento de um sistema de baixo-custo para medição de pressão e comunicação de dados nos sistemas de abastecimento de água" Concluded. Available at https://ria.ua.pt/handle/10773/32522

     

    • Bastos, Nelson K. das Neves, "Análise de modelos machine learning para previsão e otimização do comportamento de redes de abastecimento de água". Concluded. Available at https://ria.ua.pt/handle/10773/32168

     

    • Santos, Inês Vilela dos, "Towards a predictive maintenance methodology of hydraulic pumps". Concluded. Available at https://ria.ua.pt/handle/10773/31362
  • Participation in Fairs and Events

    • Aquatech Amsterdam, Bruno Abreu, Henrique Lavrador, Gotas Digitais, https://www.aquatechtrade.com/amsterdam

    Amesterdão, 2-5 Novembro 2021


    • European Smart Water Utilities – Next generation of Smart Water Technologies, Bruno Abreu, Gotas Digitais, https://www.smart-water-utilities.com/

    Amesterdão, 12-13 Setembro 2022


    • XV Encuentro Ibérico - Parque Científico y Tecnológico de Tenerife (PCTT), Bruno Abreu, Gostas Digitais, https://www.apte.org/xv-encuentro-iberico 

    Tenerife, 22-23 Novembro 2022


    • 32º Congresso brasileiro de Engenharia Sanitária e Ambiental, Bruno Abreu e Miguel Oliveira, Gostas Digitais, https://congressoabes.com.br/ 

    Belo Horizonte, 21-24 Maio 2023



  • Published Papers

    • "Cost-Efficient Algorithms for a Pump Horizon Control in Water Supply System", Journal of Water Resources Planning and Management, Marcelo Manteigas et al., available at https://doi.org/10.1061/(ASCE)WR.1943-5452.0001491, published on 22nd October 2021, promoted by Universidade de Aveiro

    • "A review of operational control strategies in water supply systems for energy and cost efficiency", Renewable and Sustainable Energy Reviews, Ana L. Reis et al., available at https://doi.org/10.1016/j.rser.2022.113140, published on 11th January 2023, promoted by Universidade de Aveiro

    • "A review of operational control strategies in water supply systems for energy and cost efficiency", Journal of Water Resources Planning and Management, Ana Luís Sousa et al. , submitted, promoted by Universidade de Aveiro

    • "Cost-efficient pump operation in water supply systems considering demand-side management", Journal of Water Resources Planning and Management, Ana L. Reis et al., submitted, promoted by Universidade de Aveiro

    • "On the operational optimization of pump storage in water supply systems", Hydroinformatics, Flávio Silva et al., submitted, promoted by Universidade de Aveiro

  • Public Dissemination of Results

    Departamento de Ambiente e Ordenamento

    Universidade de Aveiro

    7th June 2023


    • Smart Predictive digital Twins, A. Andrade-Campos, 2023, Available at https://www.youtube.com/watch?v=yBu4zPqIdFA

    • Monitoring and Operation of Water Supply System with Smart Predictive Digital Twin, Tiago Pereira, 2023, Available at https://youtu.be/r5SYWvcbHvw

    • Smart Sensorization in Water Supply System, F. Loureiro e J. Monteiro, 2023, Available at https://youtu.be/-xQwkf35xtM

    • Artificial Intelligence in Water supply systems, Guilherme Borges, Sara Mota and Tiago Pereira, 2023, Available at https://youtu.be/FC-fG_PONIc

    • Efficient pathway to low-carbon energy use by water supply utilities, Ana L. Reis, 2023, Available at https://youtu.be/T6g62mhSj-8

    • Cost Efficiency of Water Supply Systems through Optimization Methodologies, Brás, Sousa, Freitas, 2023, Available at https://youtu.be/_pzyk_oaTP0

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