A multiobjective optimization approach for wastewater network long-term rehabilitation planning: a case study

Abstract

During the last decades, municipalities have increasingly invested in new approaches for rehabilitating sewerage networks. With the increasing number of rehabilitation techniques, objectives and constraints, the number of rehabilitation scenarios rises exponentially. This article proposes an asset management approach to create long-term rehabilitation plans where different budget allocations for rehabilitation techniques are considered every year depending on performance and cost indicators. It builds long-term strategies through multiobjective black-box optimization where the impact of the budget allocations over the network life cycle is part of the decision process. It employs a pipe deterioration model based on Markov chains whose transition matrices are estimated by survival curves for different pipe cohorts. The proposed approach seeks to determine the appropriate investment (CAPEX) and operational expenses (OPEX) levels in the coming decades. It was tested with real-world data from a sewerage network in Sofia, Bulgaria, and the results show that it provides efficient long-term rehabilitation plans. HIGHLIGHTS Novel approach for wastewater rehabilitation planning provides optimal long-term strategies.; CAPEX and OPEX annual investments are optimized while considering performance and cost indicators.; Long-term impact of rehabilitation strategies on the network health condition is analyzed.;

Keywords

• black-box optimization
• deterioration modeling
• sewer rehabilitation
• sewerage network
• wastewater asset management