A research of Monte Carlo optimized neural network for electricity load forecast.
Binbin YongLiang HuangFucun LiJun ShenXin WangQingguo ZhouPublished in: J. Supercomput. (2020)
Keyphrases
- monte carlo
- load forecasting
- bp neural network
- neural network
- short term
- rbf neural network
- power system
- electric power
- markov chain
- back propagation
- long term
- neural network model
- support vector regression
- importance sampling
- monte carlo simulation
- monte carlo tree search
- artificial neural networks
- markovian decision
- radial basis function
- adaptive sampling
- monte carlo methods
- demand forecasting
- forecasting accuracy
- prediction model
- forecasting model
- monte carlo method
- fault diagnosis
- power generation
- stochastic approximation
- particle filter
- matrix inversion
- simulation study
- temporal difference
- optimal strategy
- confidence intervals
- game tree search
- market prices