no code implementations • 18 Dec 2023 • Farivar Rajabi, J. J. McArthur
The methodology involves pre-processing historical sensor data using Principal Component Analysis to streamline dimensions.
no code implementations • 27 Nov 2023 • Marjan FatehiJananloo, Helen Stopps, J. J. McArthur
Hospitals, due to their complexity and unique requirements, play a pivotal role in global energy consumption patterns.
no code implementations • 2 Oct 2023 • Mohamed Kandil, J. J. McArthur
This noise injection enriches the dataset and provides a measure of robustness against such uncertainties.
no code implementations • 30 Apr 2023 • Mikhail Genkin, J. J. McArthur
Energy optimization leveraging artificially intelligent algorithms has been proven effective.
no code implementations • 6 Nov 2022 • Mikhail Genkin, J. J. McArthur
The pervasive application of artificial intelligence and machine learning algorithms is transforming many industries and aspects of the human experience.
no code implementations • 13 May 2022 • Rony Shohet, Mohamed Kandil, Y. Wang, J. J. McArthur
Building performance has been shown to degrade significantly after commissioning, resulting in increased energy consumption and associated greenhouse gas emissions.
no code implementations • 11 May 2022 • Sara Gilani, Caroline Quinn, J. J. McArthur
The data types of two main domains of building information modeling and building management system have been considered in the majority of existing ontologies.