Heating and Cooling Loads Forecasting for Residential Buildings Based on Hybrid Machine Learning Applications: A Comprehensive Review and Comparative Analysis.
Arash MoradzadehBehnam Mohammadi-IvatlooMehdi AbapourAmjad Anvari-MoghaddamSanjiban Sekhar RoyPublished in: IEEE Access (2022)
Keyphrases
- comparative analysis
- machine learning
- heat transfer
- energy consumption
- artificial intelligence
- simulated annealing
- learning algorithm
- urban environments
- machine learning algorithms
- short term
- real estate
- computer vision
- pattern recognition
- knowledge acquisition
- machine learning methods
- learning systems
- load balancing
- hurricane katrina
- energy saving
- decision trees
- explanation based learning
- semi quantitative
- support vector machine
- natural language processing
- data analysis
- active learning
- learning tasks
- numerical simulations
- aerial images
- response time
- literature review
- text mining
- feature selection
- autoregressive model
- medium term
- electrical energy
- weather forecasting
- inductive learning
- dynamic response
- exchange rate
- information extraction
- data mining
- model selection
- supervised learning