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A Flowrate Estimation Method for Gas-Water Two-Phase Flow Based on Multimodal Sensors and Hybrid LSTM-CNN Model.
Yuxiao Jiang
Yinyan Liu
Baijin Mao
Xing Lu
Yi Li
Lihui Peng
Published in:
IEEE Trans. Instrum. Meas. (2024)
Keyphrases
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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