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Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

IEEE Transactions on Neural Networks and Learning Systems

Jul 15, 2016

Chong ZhangKay Chen Tan

Abstract

In numerous industrial applications where safety, efficiency, and reliability are among primary concerns, condition-based maintenance (CBM) is often the most effective and reliable maintenance policy. Prognostics, as one of the key enablers of CBM, involves the core task of estimating t...read more

Mentioned in this Paper

Psychological Therapies
Neural Network Simulation
Depth
Approach
Core
Arsenazo-DBN
2
166
Paper Details
References
  • References8
  • Citations4
1
  • References8
  • Citations4
1

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Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

IEEE Transactions on Neural Networks and Learning Systems

Jul 15, 2016

Chong ZhangKay Chen Tan

PMID: 27416606

DOI: 10.1109/tnnls.2016.2582798

Abstract

In numerous industrial applications where safety, efficiency, and reliability are among primary concerns, condition-based maintenance (CBM) is often the most effective and reliable maintenance policy. Prognostics, as one of the key enablers of CBM, involves the core task of estimating t...read more

Mentioned in this Paper

Psychological Therapies
Neural Network Simulation
Depth
Approach
Core
Arsenazo-DBN
2
166

Similar Papers Found In These Feeds

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

Related Papers

IEEE Transactions on Neural Networks and Learning Systems

A Multiobjective Sparse Feature Learning Model for Deep Neural Networks

IEEE Transactions on Neural Networks and Learning SystemsSeptember 5, 2015
Maoguo GongLinzhi Su
IEEE Transactions on Cybernetics

Cooperative Differential Evolution With Multiple Populations for Multiobjective Optimization

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Paper Details
References
  • References8
  • Citations4
1
  • References8
  • Citations4
1
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