Non-intrusive load monitoring: A review
PA Schirmer, I Mporas - IEEE Transactions on Smart Grid, 2022 - ieeexplore.ieee.org
The rapid development of technology in the electrical energy sector within the last 20 years
has led to growing electric power needs through the increased number of electrical …
has led to growing electric power needs through the increased number of electrical …
Digital twin for fault detection and diagnosis of building operations: a systematic review
Intelligence in Industry 4.0 has led to the development of smart buildings with various control
systems for data collection, efficient optimization, and fault detection and diagnosis (FDD) …
systems for data collection, efficient optimization, and fault detection and diagnosis (FDD) …
A home energy management system incorporating data-driven uncertainty-aware user preference
Today, with the increase in the integration of renewable sources, the home energy
management system (HEMS) has become a promising approach to improve grid energy …
management system (HEMS) has become a promising approach to improve grid energy …
[HTML][HTML] Large-scale monitoring of residential heat pump cycling using smart meter data
Heat pumps play an essential role in decarbonizing the building sector, but their electricity
consumption can vary significantly across buildings. This variability is closely related to their …
consumption can vary significantly across buildings. This variability is closely related to their …
User-centric BIM-based framework for HVAC root-cause detection
In the building operation phase, the Heating, Ventilation, and Air-Conditioning (HVAC)
equipment are the main contributors to excessive energy consumption unless proper design …
equipment are the main contributors to excessive energy consumption unless proper design …
Real-time energy performance benchmarking of electric vehicle air conditioning systems using adaptive neural network and Gaussian process regression
One major concern of the electric vehicle is the limited driving range per charge. Among its
auxiliary systems, the heating, ventilation, and air conditioning (HVAC) system consumes …
auxiliary systems, the heating, ventilation, and air conditioning (HVAC) system consumes …
Machine Fault Diagnosis through Vibration Analysis: Continuous Wavelet Transform with Complex Morlet Wavelet and Time–Frequency RGB Image Recognition via …
D Łuczak - Electronics, 2024 - mdpi.com
In pursuit of advancing fault diagnosis in electromechanical systems, this research focusses
on vibration analysis through innovative techniques. The study unfolds in a structured …
on vibration analysis through innovative techniques. The study unfolds in a structured …
Model-Free HVAC Control in Buildings: A Review
The efficient control of HVAC devices in building structures is mandatory for achieving
energy savings and comfort. To balance these objectives efficiently, it is essential to …
energy savings and comfort. To balance these objectives efficiently, it is essential to …
[HTML][HTML] State-of-the-art review and synthesis: A requirement-based roadmap for standardized predictive maintenance automation using digital twin technologies
Recent digital advances have popularized predictive maintenance (PMx), offering enhanced
efficiency, automation, accuracy, cost savings, and independence in maintenance …
efficiency, automation, accuracy, cost savings, and independence in maintenance …
Cloud Based Fault Diagnosis by Convolutional Neural Network as Time–Frequency RGB Image Recognition of Industrial Machine Vibration with Internet of Things …
The human-centric and resilient European industry called Industry 5.0 requires a long
lifetime of machines to reduce electronic waste. The appropriate way to handle this problem …
lifetime of machines to reduce electronic waste. The appropriate way to handle this problem …