A method to calculate Great Britains half-hourly electrical demand from publicly available data.
I. A. Grant WilsonShivangi SharmaJoseph DayNoah GodfreyPublished in: CoRR (2020)
Keyphrases
- synthetic data
- high accuracy
- data sets
- noisy data
- training samples
- training data
- high quality
- image data
- data sources
- input data
- raw data
- statistical analysis
- missing data
- data points
- test data
- cost function
- original data
- prior information
- historical data
- spatial data
- data quality
- information loss
- data processing
- preprocessing
- data structure
- em algorithm
- support vector machine svm
- high dimensional data
- data collection
- segmentation method
- probabilistic model
- computational cost
- missing values
- significant improvement
- computational complexity
- bayesian networks
- feature extraction
- database