Engineering Technology and Applied Science Research, Volume 15, Issue 3, Pages 24087-24092 , 01/06/2025
Optimizing Gravity-Fed Sewer Systems using GRG and PGSL: A Path to Cost-Effective Design
Abstract
In this paper, Generalized Reduced Gradient (GRG) and Probabilistic Global Search Lausanne (PGSL) optimization algorithms are employed to enhance sewer network design, focusing on link length, path, diameter, and cost. The former are compared with linear and dynamic programming, with the results indicating PGSL as the most cost-efficient, achieving optimal lengths of 70.00 m for Link I, 48.97 m for Link II, and 76.41 m for Link III, with paths of 1-2, 1-2, and 1-3, respectively, and a total cost of $15,688.17. In comparison, other algorithms incurred higher costs, while the optimal diameters remained consistent across all methods, ensuring structural integrity. The minor variations in lengths and paths reflect network design robustness. The importance of selecting the right optimization algorithm based on cost, length, path, and diameter is emphasized. PGSL is introduced for the first time in this context, demonstrating superior cost-effectiveness and significant implications for sewer network optimization. The findings provide valuable insights to engineers and planners, promoting more efficient and sustainable infrastructure development.
Document Type
Article
Source Type
Journal
Keywords
cost-efficiency analysisGRG algorithminfrastructure designPGSL algorithmsewer network optimization
ASJC Subject Area
Engineering : Engineering (all)Materials Science : Materials Science (miscellaneous)Computer Science : Signal Processing
Keawsriyong, T., Wipulanusart, W., Leelatanon, S., Suksuwan, N., Weekaew, J., Pham, Q., & Ditthakit, P. (2025). Optimizing Gravity-Fed Sewer Systems using GRG and PGSL: A Path to Cost-Effective Design. Engineering Technology and Applied Science Research, 15(3) 24087-24092. doi:10.48084/etasr.10228