A VMD-EWT-LSTM-based multi-step prediction approach for shield tunneling machine cutterhead torque

A field parameters-based method for real-time wear estimation of disc cutter on TBM cutterhead

(2021) Honggan Yu et al.   AUTOMATION IN CONSTRUCTION

A novel genetic LSTM model for wind power forecast

(2021) Farah Shahid et al.   ENERGY

Rock mass type prediction for tunnel boring machine using a novel semi-supervised method

(2021) Honggan Yu et al.   MEASUREMENT

DTCNNMI: A deep twin convolutional neural networks with multi-domain inputs for strongly noisy diesel engine misfire detection

(2021) Chengjin Qin et al.   MEASUREMENT

Exploring a Long Short-Term Memory based Encoder-Decoder Framework for Multi-Step-Ahead Flood Forecasting

(2020) I-Feng Kao et al.   JOURNAL OF HYDROLOGY

Multi-domain modeling of atrial fibrillation detection with twin attentional convolutional long short-term memory neural networks

(2020) Yanrui Jin et al.   KNOWLEDGE-BASED SYSTEMS

Fault diagnosis of rolling bearing of wind turbines based on the Variational Mode Decomposition and Deep Convolutional Neural Networks

(2020) Zifei Xu et al.   APPLIED SOFT COMPUTING

Actual bearing compound fault diagnosis based on active learning and decoupling attentional residual network

(2020) Yanrui Jin et al.   MEASUREMENT

An optimized VMD method and its applications in bearing fault diagnosis

(2020) Hua Li et al.   MEASUREMENT

A critical evaluation of machine learning and deep learning in shield-ground interaction prediction

(2020) Pin Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Precise cutterhead torque prediction for shield tunneling machines using a novel hybrid deep neural network

(2020) Chengjin Qin et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Dynamic prediction for attitude and position in shield tunneling: A deep learning method

(2019) Cheng Zhou et al.   AUTOMATION IN CONSTRUCTION

Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network

(2019) Shaoqian Pei et al.   ENERGY CONVERSION AND MANAGEMENT

Non-ferrous metals price forecasting based on variational mode decomposition and LSTM network

(2019) Yishun Liu et al.   KNOWLEDGE-BASED SYSTEMS

A new fuzzy c-means clustering-based time series segmentation approach and its application on tunnel boring machine analysis

(2019) Xueguan Song et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Empirical wavelet transform based automated alcoholism detecting using EEG signal features

(2019) Arti Anuragi et al.   Biomedical Signal Processing and Control

Dynamic load prediction of tunnel boring machine (TBM) based on heterogeneous in-situ data

(2018) Wei Sun et al.   AUTOMATION IN CONSTRUCTION

Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

A fault diagnosis method for roller bearing based on empirical wavelet transform decomposition with adaptive empirical mode segmentation

(2018) Yueheng Song et al.   MEASUREMENT

Sparsity guided empirical wavelet transform for fault diagnosis of rolling element bearings

(2018) Dong Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Estimation of the cutterhead torque for earth pressure balance TBM under mixed-face conditions

(2018) Xiao-Ping Zhou et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Recurrent neural networks for real-time prediction of TBM operating parameters

(2018) Xianjie Gao et al.   AUTOMATION IN CONSTRUCTION

Dynamic numerical simulation of cutterhead loads in TBM tunnelling

(2017) M.D. Han et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

A variational mode decompoisition approach for analysis and forecasting of economic and financial time series

(2016) Salim Lahmiri   EXPERT SYSTEMS WITH APPLICATIONS

Instantaneous voiced/non-voiced detection in speech signals based on variational mode decomposition

(2015) Abhay Upadhyay et al.   JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

Research on variational mode decomposition and its application in detecting rub-impact fault of the rotor system

(2015) Yanxue Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Modeling of the thrust and torque acting on shield machines during tunneling

(2014) Qian Zhang et al.   AUTOMATION IN CONSTRUCTION

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Empirical Wavelet Transform

(2013) Jerome Gilles   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Discrete element model for performance analysis of cutterhead excavation system of EPB machine

(2013) Li Wu et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Estimating torque, thrust and other design parameters of different type TBMs with some criticism to TBMs used in Turkish tunneling projects

(2013) Ugur Ates et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Modeling and analysis of thrust force for EPB shield tunneling machine

(2012) Lintao Wang et al.   AUTOMATION IN CONSTRUCTION

Force transmission characteristics for the non-equidistant arrangement thrust systems of shield tunneling machines

(2010) Deng Kongshu et al.   AUTOMATION IN CONSTRUCTION

Electro-hydraulic proportional control of thrust system for shield tunneling machine

(2009) Yang Huayong et al.   AUTOMATION IN CONSTRUCTION