Distribution Grid Topology and Parameter Estimation Using Deep-Shallow Neural Network With Physical Consistency.
Haoran LiYang WengVijay VittalErik BlaschPublished in: IEEE Trans. Smart Grid (2024)
Keyphrases
- parameter estimation
- neural network
- maximum likelihood
- statistical models
- least squares
- markov random field
- em algorithm
- parameter estimation algorithm
- model selection
- random fields
- expectation maximization
- parameter values
- posterior distribution
- maximum likelihood estimates
- model fitting
- estimation problems
- input pattern
- maximum likelihood estimation
- parameter estimates
- approximate inference
- random variables
- parameters estimation
- position estimation
- gaussian distribution
- probability density function
- probability distribution
- marginal distributions
- joint distribution
- structure learning
- non stationary
- information extraction
- machine learning