Optimal cost design of water distribution networks using harmony search

Zong Woo Geem

Engineering Optimization · 2006 · 527 citations · 27 references

Concepts

TL;DR

The harmony search algorithm, inspired by jazz improvisation, is used to optimize pipe diameters in water distribution networks. This study introduces a cost‑minimization model for designing water distribution networks. The model applies a harmony search optimizer linked to EPANET, penalizing hydraulic constraint violations within the cost function. Testing on five networks yielded designs that were equivalent or 0.28–10.26 % cheaper than those from genetic algorithm, simulated annealing, and tabu search, confirming the model’s effectiveness.

Abstract

This study presents a cost minimization model for the design of water distribution networks. The model uses a recently developed harmony search optimization algorithm while satisfying all the design constraints. The harmony search algorithm mimics a jazz improvisation process in order to find better design solutions, in this case pipe diameters in a water distribution network. The model also interfaces with a popular hydraulic simulator, EPANET, to check the hydraulic constraints. If the design solution vector violates the hydraulic constraints, the amount of violation is considered in the cost function as a penalty. The model was applied to five water distribution networks, and obtained designs that were either the same or cost 0.28–10.26% less than those of competitive meta-heuristic algorithms, such as the genetic algorithm, simulated annealing and tabu search under similar or less favorable conditions. The results show that the harmony search-based model is suitable for water network design.

References

27