Neuroevolution of recurrent neural networks for time series forecasting of coal-fired power plant operating parameters.
Zimeng LyuShuchita PatwardhanDavid StademJames LangfeldSteven A. BensonSeth ThoelkeTravis DesellPublished in: GECCO Companion (2021)
Keyphrases
- power plant
- coal fired
- recurrent neural networks
- artificial neural networks
- soft computing
- fault diagnosis
- electric power
- neural network
- neuro fuzzy
- feed forward
- recurrent networks
- soft sensor
- historical data
- cascade correlation
- echo state networks
- decision support system
- reservoir computing
- incipient fault
- neural model
- computational intelligence
- expert systems
- fuzzy association rule mining
- chaotic time series
- feedforward neural networks
- real option
- nonlinear dynamic systems
- management system
- machine learning
- short term
- closed loop