A wind speed forecasting system for the construction of a smart grid with two-stage data processing based on improved ELM and deep learning strategies.
Jianzhou WangXinsong NiuLifang ZhangZhenkun LiuXiaojia HuangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- learning strategies
- wind speed
- smart grid
- data processing
- wind power
- short term
- power system
- cyber security
- long term
- meteorological data
- communication networks
- power generation
- short term prediction
- online learning
- wind farm
- active learning
- computer systems
- wind turbine
- communication systems
- data analysis
- information security
- advanced metering infrastructure
- data management
- data collection
- network security
- security issues
- neuro fuzzy
- regression model
- neural network
- electricity markets
- data center
- load forecasting
- cost effective
- decision support system