Optimisation models for project selection in asset management: an application to the water sector

• Tipo: Artigo em Revista Científica Internacional
• Data: 2024

Autores

Vilarinho, H (Autor) FEUP; Barbosa, F (Autor) Outra; Maria Henriqueta Nóvoa (Autor) FEUP; Silva, JG (Autor) Outra; Yamada, L (Autor) Outra; Ana Maria Cunha Ribeiro dos Santos Ponces Camanho (Autor) FEUP

Revista

Título: International Transactions in Operational Research

Vol. 31

Páginas: 2956-2987

ISSN: 0969-6016

Editora: Wiley-Blackwell

Indexação

ISI Web of Knowledge - 3 Citações

Scopus - 3 Citações

Outras Informações

ID Authenticus: P-00Z-34M

DOI: 10.1111/itor.13365

Abstract (EN): A significant challenge in asset management is the selection of investment projects for infrastructures, which often relies on subjective judgement and lacks structured decision support methods. This challenge is particularly complex in water systems due to the diverse and heterogeneous nature of the components requiring investment. While the infrastructure value index (IVI) is widely used to characterise assets and support investment decisions in the water sector, its application in optimisation models for generating efficient project portfolios remains unexplored. To address this research gap, this study introduces optimisation models for generating investment portfolio plans in water systems' asset management. The proposed approach includes two mixed-integer linear programming (MILP) models that determine optimal solutions and an evolutionary algorithm that offers sub-optimal alternative investment selection plans to provide decision-makers with additional choices for balancing optimal outcomes. The primary contribution of this research is the combined utilisation of MILP and evolutionary algorithms, integrating the IVI into the decision-making process. These tools provide decision-makers with structured methods for defining investment plans and minimising the subjective elements typically associated with such processes. To illustrate the effectiveness of the models, a case study is presented involving a pumping station of a Portuguese water company. The results demonstrate the practical application and benefits of the proposed approach in optimising investment decisions. This research contributes to advancing asset management practices by integrating quantitative optimisation techniques and leveraging the IVI, thereby enhancing the objectivity and efficiency of investment planning in water systems' asset management.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 32