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The phenomenon of piping is a serious threat for the stability of embankments. It is a form of seepage erosion. High seepage pressures may remove soil material to such an extent that geotechnical structures may, and do, collapse. The mechanism of piping is conceptually modeled. It is implemented into the numerical groundwater flow programme MSeep. It predicts the critical hydraulic head across embankments due to piping. A single piping computation requires preparation skills and takes time in the order of dozens of minutes. In order to minimize this effort, an advanced piping rule for a schematized geometry has been worked out. This is accomplished by applying the technique of artificial neural networks. The piping rule is accommodated in MPiping with the use of 25000 MSeep computations.

The advanced piping rule needs not to be restricted to a fixed geometry. Neural networks may be trained for different geometries, provided they are as simple as possible. They should contain essential features only in order to determine proper networks. In this web application two geometries are implemented.

Click here to start the web application of MPiping

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Het programma D-Zettingsvloeiing Voorland is gebruikt om D-FlowSlide te testen

Het programma kan hier gedownloaded worden 

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