[PDF][PDF] A comprehensive review of artificial intelligence and machine learning applications in energy sector
A Raihan - Journal of Technology Innovations and Energy, 2023 - researchgate.net
The energy industry worldwide is today confronted with several challenges, including
heightened levels of consumption and inefficiency, volatile patterns in demand and supply …
heightened levels of consumption and inefficiency, volatile patterns in demand and supply …
Performance analysis of air conditioning system integrated with thermal energy storage using enhanced machine learning modelling coupled with fire hawk optimizer
Integrating air conditioning (AC) systems with thermal energy storage (TES) offers a
promising solution for managing large buildings' peak load demands and energy efficiency …
promising solution for managing large buildings' peak load demands and energy efficiency …
[HTML][HTML] Charging water load prediction for a thermal-energy-storage air-conditioner of a commercial building with a multilayer perceptron
This research focuses on the development of a machine learning model for predicting the
water volume that needs to be chilled in Thermal-Energy-Storage-Air-Conditioning (TES …
water volume that needs to be chilled in Thermal-Energy-Storage-Air-Conditioning (TES …
A Study of Temporal Correlation Between Space Utilization and Electricity Consumption in Buildings Using Wi-Fi Probe Data
S Chaikul, Y Khunatorn, S Phithakkitnukoon - IEEE Access, 2024 - ieeexplore.ieee.org
This paper presents an initial exploration into understanding the intricate relationship
between space utilization and electricity consumption within buildings. Leveraging Wi-Fi …
between space utilization and electricity consumption within buildings. Leveraging Wi-Fi …
The potential of deep learning in dynamic maintenance scheduling for thermal energy storage chiller plants
Deep learning is revolutionizing the construction industry with its ability to predict valuable
information from big data. Thermal-energy-storage air-conditioners (TES-ACs) are currently …
information from big data. Thermal-energy-storage air-conditioners (TES-ACs) are currently …
Making the Right Decision in Facility Management and Facility Operations With the Best Analysis: A Systematic Review of Artificial Intelligence in Facility Management
A Scaife - 2024 - search.proquest.com
Abstract Organizations in the United States have been collectively losing billions of dollars
each year by not correctly controlling their building operations. With skyrocketing energy …
each year by not correctly controlling their building operations. With skyrocketing energy …
[PDF][PDF] Deploying a Deep Learning-based Application for an Efficient Thermal Energy Storage Air-Conditioning (TES-AC) System: Design Guidelines
MR Sanzana, MOM Abdulrazic… - … of Electronic & …, 2022 - journals.bilpubgroup.com
Facility management and maintenance of the Thermal-Energy-Storage AirConditioning (TES-
AC) system is a tedious task at a large scale mainly due to the charging load that can …
AC) system is a tedious task at a large scale mainly due to the charging load that can …
[PDF][PDF] Charging water load prediction with a multilayer perceptron for an efficient facility management and maintenance of thermal-energy-storage air-conditioning
MR Sanzana - 2023 - researchgate.net
This research addresses the challenges in Thermal-Energy-Storage-Air-Conditioning
(TESAC) systems by developing a machine learning model for predicting the necessary …
(TESAC) systems by developing a machine learning model for predicting the necessary …