A Nonintrusive Load Monitoring Method for Microgrid EMS Using Bi-LSTM Algorithm.
Dongguo ZhouYangjie WuHong ZhouPublished in: Complex. (2021)
Keyphrases
- high accuracy
- computational cost
- dynamic programming
- detection algorithm
- improved algorithm
- cost function
- optimization algorithm
- objective function
- experimental evaluation
- computational efficiency
- computationally efficient
- significant improvement
- preprocessing
- synthetic and real images
- segmentation method
- clustering method
- detection method
- computational complexity
- matching algorithm
- classification method
- single pass
- segmentation algorithm
- prior information
- selection algorithm
- theoretical analysis
- input data
- convergence rate
- high efficiency
- estimation algorithm
- similarity measure
- classification algorithm
- optimization method
- decomposition method
- learning algorithm
- em algorithm
- mathematical model
- tree structure
- energy function
- experimental study
- parameter estimation
- kalman filter
- optimal solution
- k means
- support vector machine
- np hard
- probabilistic model
- noisy data
- recognition algorithm
- support vector machine svm
- constrained optimization
- simulated annealing
- pairwise
- region of interest
- neural network