4.7 Article

A phase field and deep-learning based approach for accurate prediction of structural residual useful life

Related references

Note: Only part of the references are listed.
Article Engineering, Electrical & Electronic

Novel Convolutional Neural Network (NCNN) for the Diagnosis of Bearing Defects in Rotary Machinery

Anil Kumar et al.

Summary: This study introduces a novel convolutional neural network (NCNN) for effectively identifying bearing defects. By modifying the cost function of the convolutional neural network to include additional sparsity cost, the network is able to effectively learn features from small samples. Experimental results validate the effectiveness of the proposed method.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2021)

Article Engineering, Multidisciplinary

The phase-field model with an auto-calibrated degradation function based on general softening laws for cohesive fracture

Qiao Wang et al.

APPLIED MATHEMATICAL MODELLING (2020)

Article Engineering, Mechanical

Transfer learning enhanced physics informed neural network for phase-field modeling of fracture

Somdatta Goswami et al.

THEORETICAL AND APPLIED FRACTURE MECHANICS (2020)

Article Engineering, Multidisciplinary

Formulations of displacement discontinuity method for crack problems based on boundary element method

Wei Zhou et al.

ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS (2020)

Article Engineering, Multidisciplinary

A phase-field model for mixed-mode fracture based on a unified tensile fracture criterion

Qiao Wang et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2020)

Article Computer Science, Artificial Intelligence

CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images

Prasun Chandra Tripathi et al.

PATTERN RECOGNITION LETTERS (2020)

Article Engineering, Mechanical

Phase field fracture modelling using quasi-Newton methods and a new adaptive step scheme

Philip K. Kristensen et al.

THEORETICAL AND APPLIED FRACTURE MECHANICS (2020)

Article Engineering, Mechanical

A two-stage method based on extreme learning machine for predicting the remaining useful life of rolling-element bearings

Zuozhou Pan et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2020)

Article Engineering, Multidisciplinary

HYGP-MSAM based model for slewing bearing residual useful life prediction

Peng Ding et al.

MEASUREMENT (2019)

Article Engineering, Multidisciplinary

A novel multi-grid based reanalysis approach for efficient prediction of fatigue crack propagation

S. Z. Feng et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2019)

Article Engineering, Multidisciplinary

A novel triangular boundary crack front element for 3D crack problems based on 8-node serendipity element

Guizhong Xie et al.

ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS (2019)

Article Engineering, Multidisciplinary

Predicting the effective mechanical property of heterogeneous materials by image based modeling and deep learning

Xiang Li et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2019)

Proceedings Paper Computer Science, Artificial Intelligence

Image retrieval and classication using shifted. Legendre invariant moments and Radial Basis Functions Neural Networks

A. Hjouji et al.

SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS2018) (2019)

Article Engineering, Multidisciplinary

An accurate and efficient algorithm for the simulation of fatigue crack growth based on XFEM and combined approximations

S. Z. Feng et al.

APPLIED MATHEMATICAL MODELLING (2018)

Article Computer Science, Interdisciplinary Applications

Numerical simulation of 2-D weak and strong discontinuities by a novel approach based on XFEM with local mesh refinement

Tiantang Yu et al.

COMPUTERS & STRUCTURES (2018)

Article Engineering, Geological

A phase-field modeling approach of fracture propagation in poroelastic media

Shuwei Zhou et al.

ENGINEERING GEOLOGY (2018)

Article Engineering, Mechanical

A mixed cover meshless method for elasticity and fracture problems

Yongchang Cai et al.

THEORETICAL AND APPLIED FRACTURE MECHANICS (2018)

Article Engineering, Mechanical

Fatigue life prediction for Waspaloy under biaxial loading

J. V. Sahadi et al.

THEORETICAL AND APPLIED FRACTURE MECHANICS (2018)

Article Computer Science, Interdisciplinary Applications

A new multiscale phase field method to simulate failure in composites

R. U. Patil et al.

ADVANCES IN ENGINEERING SOFTWARE (2018)

Article Mathematics, Applied

2D and 3D Abaqus implementation of a robust staggered phase-field solution for modeling brittle fracture

Gergely Molnar et al.

FINITE ELEMENTS IN ANALYSIS AND DESIGN (2017)

Article Engineering, Mechanical

A new multiscale XFEM for the elastic properties evaluation of heterogeneous materials

R. U. Patil et al.

INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES (2017)

Article Engineering, Mechanical

Simulation of dynamic and static thermoelastic fracture problems by extended nodal gradient finite elements

Minh Ngoc Nguyen et al.

INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES (2017)

Article Engineering, Mechanical

A simple, efficient and accurate Bezier extraction based T-spline XIGA for crack simulations

S. K. Singh et al.

THEORETICAL AND APPLIED FRACTURE MECHANICS (2017)

Article Engineering, Multidisciplinary

Isogeometric boundary element methods for three dimensional static fracture and fatigue crack growth

X. Peng et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2017)

Article Engineering, Multidisciplinary

An isogeometric symmetric Galerkin boundary element method for two-dimensional crack problems

B. H. Nguyen et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2016)

Article Engineering, Multidisciplinary

Extended isogeometric dynamic and static fracture analysis for cracks in piezoelectric materials using NURBS

Tinh Quoc Bui

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2015)

Article Engineering, Multidisciplinary

Stochastic fatigue crack growth simulation of interfacial crack in bi-layered FGMs using XIGA

G. Bhardwaj et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2015)

Article Engineering, Multidisciplinary

Modeling and simulation of kinked cracks by virtual node XFEM

Sachin Kumar et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2015)

Article Computer Science, Interdisciplinary Applications

T-spline based XIGA for fracture analysis of orthotropic media

S. Sh. Ghorashi et al.

COMPUTERS & STRUCTURES (2015)

Article Engineering, Multidisciplinary

An adaptive singular ES-FEM for mechanics problems with singular field of arbitrary order

H. Nguyen-Xuan et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2013)

Review Computer Science, Artificial Intelligence

Representation Learning: A Review and New Perspectives

Yoshua Bengio et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)

Article Engineering, Multidisciplinary

Extended finite element method with edge-based strain smoothing (ESm-XFEM) for linear elastic crack growth

L. Chen et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2012)

Article Engineering, Multidisciplinary

Extended isogeometric analysis for simulation of stationary and propagating cracks

Seyed Shahram Ghorashi et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2012)

Article Engineering, Mechanical

The numerical simulation of fatigue crack growth using extended finite element method

I. V. Singh et al.

INTERNATIONAL JOURNAL OF FATIGUE (2012)

Article Engineering, Mechanical

Combining Relevance Vector Machines and exponential regression for bearing residual life estimation

Francesco Di Maio et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2012)

Article Mathematics, Interdisciplinary Applications

A singular edge-based smoothed finite element method (ES-FEM) for bimaterial interface cracks

L. Chen et al.

COMPUTATIONAL MECHANICS (2010)

Article Engineering, Multidisciplinary

A phase field model for rate-independent crack propagation: Robust algorithmic implementation based on operator splits

Christian Miehe et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2010)

Article Engineering, Multidisciplinary

Thermodynamically consistent phase-field models of fracture: Variational principles and multi-field FE implementations

C. Miehe et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2010)

Article Engineering, Multidisciplinary

A three-dimensional large deformation meshfree method for arbitrary evolving cracks

T. Rabczuk et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2007)

Article Engineering, Multidisciplinary

Cracking particles: a simplified meshfree method for arbitrary evolving cracks

T Rabczuk et al.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING (2004)

Article Materials Science, Multidisciplinary

Numerical experiments in revisited brittle fracture

B Bourdin et al.

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS (2000)