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Pressure-Driven Simulation of Water Distribution Networks: Searching for Numerical Stability

João Muranho, A. Ferreira, Joaquim Sousa, Abel Gomes, Alfeu Sá Marques

202013 citationsDOIOpen Access PDF

Abstract

EPANET uses a demand-driven approach to compute pressures and flows in the water distribution system. The demand-driven approach (DDA) assumes that the required demand is always fully satisfied no matter the existing pressure. In scenarios of pressure-deficient conditions the DDA results are not accurate, and a pressure-driven approach (PDA) is needed. Frequently, the PDA is accomplished by using equations that compute the available demand/leakage as a function of the current pressure. However, embedding such equations into the solver introduces convergence problems. This paper details the actions taken in WaterNetGen—an EPANET extension—to bring numerical stability to the pressure-driven solver, namely, by smoothing the pressure–demand/leakage relationship and the pump curve.

Topics & Concepts

SolverSmoothingComputer scienceStability (learning theory)Convergence (economics)Leakage (economics)EmbeddingMathematical optimizationApplied mathematicsMathematicsComputer visionMacroeconomicsEconomicsArtificial intelligenceEconomic growthMachine learningWater Systems and OptimizationMembrane Separation TechnologiesUrban Stormwater Management Solutions
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