A Flowrate Estimation Method for Gas-Water Two-Phase Flow Based on Multimodal Sensors and Hybrid LSTM-CNN Model.
Yuxiao JiangYinyan LiuBaijin MaoXing LuYi LiLihui PengPublished in: IEEE Trans. Instrum. Meas. (2024)
Keyphrases
- probabilistic model
- statistical model
- evaluation method
- parameter estimation
- objective function
- pairwise
- cost function
- monte carlo simulation
- sensitivity analysis
- mathematical model
- maximum likelihood estimation
- estimation process
- modeling method
- optimization method
- test data
- theoretical analysis
- energy function
- prior knowledge
- estimation accuracy
- estimation algorithm
- hybrid model
- bayesian framework
- prior information
- classification method
- detection method
- em algorithm
- similarity measure
- extended kalman filter
- gaussian distribution
- reconstruction method
- recognition algorithm
- recurrent neural networks
- linear model
- autoregressive
- bp neural network
- model fitting
- map estimation
- analytical model
- prediction model
- finite element method
- input data