An improved similarity-based prognostic algorithm for RUL estimation using an RNN autoencoder scheme.
Wennian YuIl-Yong KimChris K. MechefskePublished in: Reliab. Eng. Syst. Saf. (2020)
Keyphrases
- estimation algorithm
- detection algorithm
- estimation accuracy
- theoretical analysis
- k means
- np hard
- worst case
- detection scheme
- learning algorithm
- matching algorithm
- particle swarm optimization
- computational cost
- experimental evaluation
- cost function
- computational complexity
- times faster
- optimal solution
- probabilistic model
- wireless sensor networks
- high accuracy
- computationally efficient
- search space
- preprocessing
- back propagation
- kalman filter
- recurrent neural networks
- objective function
- similarity measure