Machine Learning Algorithms for Short-Term Load Forecast in Residential Buildings Using Smart Meters, Sensors and Big Data Solutions.
Simona Vasilica OpreaAdela BâraPublished in: IEEE Access (2019)
Keyphrases
- short term
- machine learning algorithms
- big data
- load forecasting
- long term
- benchmark data sets
- learning algorithm
- machine learning
- data management
- decision trees
- cloud computing
- machine learning and data mining algorithms
- machine learning methods
- data processing
- electric load forecasting
- data analysis
- big data analytics
- social media
- forecasting model
- short term and long term
- long term memory
- medium term
- stock market
- business intelligence
- short and long term
- machine learning models
- database
- standard machine learning algorithms
- wind speed
- data warehousing
- database systems
- power generation
- wind power
- knowledge discovery
- supervised learning
- electric power
- information retrieval
- neural network
- social networks
- case study
- chaotic time series
- energy consumption
- artificial neural networks
- data sets