TransFNN: A Novel Overtemperature Prediction Method for HVDC Converter Valves Based on an Improved Transformer and the F-NN Algorithm.
Sihan ZhouLiang QinHui SunBo PengJiangjun RuanJing WangXu TangXiaole WangKaipei LiuPublished in: Sensors (2023)
Keyphrases
- cost function
- computational cost
- high accuracy
- experimental evaluation
- improved algorithm
- objective function
- prediction error
- significant improvement
- dynamic programming
- optimization algorithm
- preprocessing
- detection algorithm
- detection method
- k means
- computational complexity
- clustering method
- prediction algorithm
- computationally efficient
- classification algorithm
- optimization method
- theoretical analysis
- segmentation algorithm
- similarity measure
- recognition algorithm
- segmentation method
- neural network
- energy function
- matching algorithm
- nearest neighbour
- tree structure
- mathematical model
- probabilistic model
- support vector machine svm
- optimal solution
- convergence rate
- prediction model
- input data
- bp neural network
- training process
- bit rate
- fault diagnosis
- learning algorithm
- transfer function
- expectation maximization
- feed forward neural networks