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Comparing the Real-Time Searching Behavior of Four Differential-Evolution Variants Applied to Water-Distribution-Network Design Optimization
Publisher: American Society of Civil Engineers
Abstract: Differential evolution (DE) algorithms have been successfully used to handle a wide range of water resource optimization problems in recent years. The relative performance of various DE variants has been typically assessed ...
Hourly and Daily Urban Water Demand Predictions Using a Long Short-Term Memory Based Model
Publisher: ASCE
Abstract: This case study uses a long short-term memory (LSTM)–based model to predict short-term urban water demands for the Hefei City of China. The performance of the LSTM-based model is compared with the autoregressive integrated ...
Self-Adaptive Differential Evolution Algorithm Applied to Water Distribution System Optimization
Publisher: American Society of Civil Engineers
Abstract: Differential evolution (DE) is a relatively new technique that has recently been used to optimize the design for water distribution systems (WDSs). Several parameters need to be determined in the use of DE, including ...
Dynamically Expanding Choice-Table Approach to Genetic Algorithm Optimization of Water Distribution Systems
Publisher: American Society of Civil Engineers
Abstract: This paper proposes a modified genetic algorithm (GA) for optimization of water distribution systems. A method of dynamically expanding the pipe-choice-table selections and reducing the number of decision variables is ...
Coupled Binary Linear Programming–Differential Evolution Algorithm Approach for Water Distribution System Optimization
Publisher: American Society of Civil Engineers
Abstract: A coupled binary linear programming–differential evolution (BLP-DE) approach is proposed in this paper to optimize the design of water distribution systems (WDS). Three stages are involved in the proposed BLP-DE optimization ...
Impacts of Nodal Demand Allocations on Transient-Based Skeletonization of Water Distribution Systems
Publisher: ASCE
Abstract: Urban water distribution systems (WDSs) are often skeletonized to enable efficient system analysis and management. While different methods are available to account for transient dynamics within the skeletonization processes, ...
Evaluating the Robustness of Water Quality Sensor Placement Strategies of Water Distribution Systems Considering Possible Sensor Failures and System Changes
Publisher: ASCE
Abstract: An early contamination warning system with deployed water quality sensors is often used to enhance the safety of a water distribution system (WDS). While algorithms have been developed to select an optimal water quality ...
Improving the Understanding of Secondary Impacts of Isolation Valve Closures on the Performance of Water Distribution Systems
Publisher: American Society of Civil Engineers
Abstract: Isolation valve closures (IVCs) can effectively assist pipe maintenance and management in water distribution systems (WDSs), but they inevitably cause secondary impacts on the WDS’s performance. Previous studies have mainly ...
Comparison of the Searching Behavior of NSGA-II, SAMODE, and Borg MOEAs Applied to Water Distribution System Design Problems
Publisher: American Society of Civil Engineers