A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Optimal Sensor Placement for Leak Location in Water Distribution Networks using Evolutionary Algorithms
In this paper, a sensor placement approach to improve the leak location in waterdistribution networks is proposed when the leak signature space (LSS) method is used.The sensor placement problem is formulated as an integer optimization problem where thecriterion to be minimized is the number of overlapping signature domains computed fromthe original LSS representation. First, a semi-exhaustive search approach based on a lazyevaluation mechanism ensures optimal placement in the case of low complexity scenarios.For more complex cases, a stochastic optimization process is proposed, based on eitherthe genetic algorithms (GAs) or particle swarm optimization (PSO). Experiments on twodifferent networks are used to evaluate the performance of the resolution methods, as well asthe efficiency achieved in the leak location when using the sensor placement results.
Optimal Sensor Placement for Leak Location in Water Distribution Networks using Evolutionary Algorithms
In this paper, a sensor placement approach to improve the leak location in waterdistribution networks is proposed when the leak signature space (LSS) method is used.The sensor placement problem is formulated as an integer optimization problem where thecriterion to be minimized is the number of overlapping signature domains computed fromthe original LSS representation. First, a semi-exhaustive search approach based on a lazyevaluation mechanism ensures optimal placement in the case of low complexity scenarios.For more complex cases, a stochastic optimization process is proposed, based on eitherthe genetic algorithms (GAs) or particle swarm optimization (PSO). Experiments on twodifferent networks are used to evaluate the performance of the resolution methods, as well asthe efficiency achieved in the leak location when using the sensor placement results.
Optimal Sensor Placement for Leak Location in Water Distribution Networks using Evolutionary Algorithms
Myrna V. Casillas (author) / Luis E. Garza-Castañón (author) / Vicenç Puig (author)
2015
Article (Journal)
Electronic Resource
Unknown
Metadata by DOAJ is licensed under CC BY-SA 1.0
| BASE | 2015
Sensor placement for leak detection and location in water distribution networks
| Online Contents | 2014
A New Evolutionary Approach to Optimal Sensor Placement in Water Distribution Networks
| DOAJ | 2021
Two-Stage Optimal Sensor Placement Using Graph-Theory and Evolutionary Algorithms
| Springer Verlag | 2020
Optimal Design of Sensor Placement in Water Distribution Networks
| Online Contents | 2010