Remaining useful life estimation using long short-term memory deep learning

Mathematics

• Aeroengine 27%
• Estimate 6%
• Evaluation 11%
• Learning 69%
• Life 66%
• Mean Squared Error 15%
• Memory Term 100%
• Multilayer Perceptron 22%
• NASA 23%
• Neural Networks 14%
• Recurrent Neural Networks 19%
• Regression 11%
• Relationships 9%
• Relevance 14%
• Roots 11%
• Scoring 18%
• Support Vector Regression 23%
• Time series 13%

Engineering & Materials Science

• Convolutional neural networks 34%
• Deep learning 67%
• Engines 24%
• Long short-term memory 88%
• Multilayer neural networks 39%
• NASA 35%
• Propulsion 34%
• Recurrent neural networks 39%
• Set theory 24%
• Support vector regression 44%
• Time series 32%