Deformation Prediction of Underground Excavations At WIPP Using Backpropagation

Author

S. Kwon
John W. Wilson, Missouri University of Science and TechnologyFollow

Abstract

The Waste Isolation Pilot Plant (WIPP) is an underground nuclear waste repository located 650 m below surface in bedded salt in New Mexico. Accurate prediction of excavation deformation is essential but difficult to achieve due to the complex time-dependent properties of the rock salt by using a computer simulation. Backpropagation was therefore applied to predict ground movements at WIPP.

Recommended Citation

S. Kwon and J. W. Wilson, "Deformation Prediction of Underground Excavations At WIPP Using Backpropagation," Intelligent Engineering Systems Through Artificial Neural Networks, American Society of Mechanical Engineers (ASME), Jan 1997.

Meeting Name

1997 Artificial Neural Networks in Engineering Conference, ANNIE'97

Department(s)

Mining Engineering

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 1997 American Society of Mechanical Engineers (ASME), All rights reserved.

Publication Date

01 Jan 1997