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GLUE-with-swmm5

Generalized Likelihood Uncertainty Estimation based on Swmm5 Simulation

package: pyswmm swmmio swmm5

example-case.inp informal RDII: conduit 37 : 48LPS (distributed evenly between 03:00-10:30) conduit 53 : 36LPS (distributed evenly between 03:00-10:30)

STAGE1: 已知RDII在某段时间内的值,然后在空间上将RDII值分配到各个管段i上(再均分到i两端的节点上),时间上暂时采用均分的方式(TODOS:后期根据监测数据的波动情况提供prior distribution) 经过GLUE分析5000次后,重复5000次模拟得到各个管段RDII值的方差和均值,可以得到一个正态分布的概率密度函数PDF

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