Performance analysis of machine learning algorithms for energy demand–supply prediction in smart grids
E Cebekhulu, AJ Onumanyi, SJ Isaac - Sustainability, 2022 - mdpi.com
The use of machine learning (ML) algorithms for power demand and supply prediction is
becoming increasingly popular in smart grid systems. Due to the fact that there exist many …
becoming increasingly popular in smart grid systems. Due to the fact that there exist many …
A systematic review of multi-output prediction model for indoor environment and heating, ventilation, and air conditioning energy consumption in buildings
K Jiang, T Shi, H Yu, N Mahyuddin… - Indoor and Built …, 2024 - journals.sagepub.com
Heating, ventilation and air conditioning (HVAC) systems could significantly impact indoor
environmental quality, particularly in terms of thermal comfort and indoor air quality …
environmental quality, particularly in terms of thermal comfort and indoor air quality …
Application of decision trees for optimal allocation of harmonic filters in medium-voltage networks
The paper proposes a solution for the problem of optimizing medium voltage power systems
which supply, among others, nonlinear loads. It is focused on decision tree (DT) application …
which supply, among others, nonlinear loads. It is focused on decision tree (DT) application …
Predicting the renewable energy consumption in 2026 by using a recursive moving average model
Due to the growing use of renewable energy resources as a sustainable solution for
supplying energy, forecasting of consumption and production in energy sector and …
supplying energy, forecasting of consumption and production in energy sector and …
Research on Intelligent Control System of Air Conditioning Based on Internet of Things
B Zhang - … Journal of Advanced Computer Science and …, 2022 - search.proquest.com
The current air conditioning intelligent control system cannot achieve the ideal energy-
saving effect. The indoor temperature and humidity control is not good enough either …
saving effect. The indoor temperature and humidity control is not good enough either …
Demand Profiling Oriented Nuisance Tripping Forecasting for Residential Power Network
Heating, ventilation, and air conditioning (HVAC) loads contribute significantly to the energy
consumption of a residential power network. Environmental factors, such as ambient …
consumption of a residential power network. Environmental factors, such as ambient …
Nuisance Tripping Prediction in Residential Power Network with Multiple Environmental Factor Historical Data
Thermal-magnetic circuit breakers are essential components in medium-low-voltage power
distribution systems. However, their reliability can be compromised by nuisance tripping …
distribution systems. However, their reliability can be compromised by nuisance tripping …
Fuzzy PID-Based Temperature and Humidity Adaptive Air Conditioning Regulation System
Y Le, C Ma, C Guo, Y Li, B Zhou, M Li… - 2023 IEEE 7th …, 2023 - ieeexplore.ieee.org
In recent years, the proportion of electricity consumption in air conditioning systems (ACSs)
has significantly increased. Unreasonable temperature settings of ACSs result in wasted …
has significantly increased. Unreasonable temperature settings of ACSs result in wasted …