Study on Safety Evaluation Method for Water Distribution Networks Based on LS-SVM
To evaluate the security of urban water distribution network, one model based on LS-SVM was put forth. On the basis of summary and analysis of influential factors for urban water distribution network security, a set of indexes used in the evaluation model above was constructed. The nonlinear mapping between the water distribution networks security classification and its conditions were learned from the finite samples and a water distribution network example was simulated using this model. In addition, the BP ANN model was used to simulate the same example. Through the analysis of the result of the actual security level, the security level acquired by the LS-SVM model and BP ANN model, it may be found that the result acquired by the LS-SVM model has high accuracy, and may used in actual engineering.
Chaohe Chen, Yong Huang and Guangfan Li
Z. T. Wang et al., "Study on Safety Evaluation Method for Water Distribution Networks Based on LS-SVM", Advanced Materials Research, Vols. 243-249, pp. 5003-5008, 2011