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Found 7 papers, 0 papers with code
Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units
The methodology involves pre-processing historical sensor data using Principal Component Analysis to streamline dimensions.
Exploring Artificial Intelligence Methods for Energy Prediction in Healthcare Facilities: An In-Depth Extended Systematic Review
Hospitals, due to their complexity and unique requirements, play a pivotal role in global energy consumption patterns.
The Benefit of Noise-Injection for Dynamic Gray-Box Model Creation
This noise injection enriches the dataset and provides a measure of robustness against such uncertainties.
A Transfer Learning Approach to Minimize Reinforcement Learning Risks in Energy Optimization for Smart Buildings
Energy optimization leveraging artificially intelligent algorithms has been proven effective.
B-SMART: A Reference Architecture for Artificially Intelligent Autonomic Smart Buildings
The pervasive application of artificial intelligence and machine learning algorithms is transforming many industries and aspects of the human experience.
Fault Detection for Non-Condensing Boilers using Simulated Building Automation System Sensor Data
Building performance has been shown to degrade significantly after commissioning, resulting in increased energy consumption and associated greenhouse gas emissions.
A review of ontologies for smart and continuous commissioning
The data types of two main domains of building information modeling and building management system have been considered in the majority of existing ontologies.
