As-Encountered Prediction of Tunnel Boring Machine Performance Parameters using Recurrent Neural Networks
Published in Transportation Research Record, 2020
This paper explores the use of deep learning to predict excavation performance parameters during tunnel construction.
Recommended citation: Nagrecha, K., Fisher, L., Mooney, M., Rodriguez-Nikl, T., Mazari, M., & Pourhomayoun, M. (2020). As-encountered prediction of tunnel boring machine performance parameters using recurrent neural networks. Transportation Research Record, 2674(10), 241-249. https://journals.sagepub.com/doi/abs/10.1177/0361198120934796