Theoretical and experimental development of cooling load temperature difference factors to calculate cooling loads for buildings in warm climates
Sign Up to like & getrecommendations! Published in 2019 at "Applied Thermal Engineering"
DOI: 10.1016/j.applthermaleng.2018.12.136
Abstract: Abstract In Mexico, electricity consumption is highest during the summer due to the usage of air conditioning systems. Considering that half of Mexico has warm climatic conditions and more than 30% households are equipped with… read more here.
Keywords: load temperature; cooling loads; temperature difference; cooling load ... See more keywords
A generic prediction interval estimation method for quantifying the uncertainties in ultra-short-term building cooling load prediction
Sign Up to like & getrecommendations! Published in 2020 at "Applied Thermal Engineering"
DOI: 10.1016/j.applthermaleng.2020.115261
Abstract: Abstract Ultra-short-term building cooling load prediction is useful for optimal operations of building energy systems. The uncertainties of predicted cooling loads affect the reliability of the optimal operations significantly. This paper proposes a generic prediction… read more here.
Keywords: cooling load; predicted cooling; load prediction; cooling loads ... See more keywords
Predictive model of cooling load for ice storage air-conditioning system by using GBDT
Sign Up to like & getrecommendations! Published in 2021 at "Energy Reports"
DOI: 10.1016/j.egyr.2021.03.017
Abstract: Abstract Cooling load prediction can provide reliable data support for the development of low energy consumption building. It is difficult for traditional models to achieve stable prediction accuracy under different load mode when the amount… read more here.
Keywords: gbdt model; load; model; prediction ... See more keywords
A novel method based on extreme learning machine to predict heating and cooling load through design and structural attributes
Sign Up to like & getrecommendations! Published in 2018 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2018.06.056
Abstract: Abstract In the present day environment, smart buildings require optimization of energy consumption through monitoring, consumption prediction and making policy decisions accordingly. Attributes related to building design and structure play a vital role in heating… read more here.
Keywords: design structural; machine; cooling load; energy ... See more keywords
Cooling load dynamics and simplified calculation method for radiant ceiling panel and dedicated outdoor air system
Sign Up to like & getrecommendations! Published in 2020 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2019.109631
Abstract: Abstract Compared with all-air system, the cooling load dynamics for integration operation of radiant ceiling panel (RCP) and dedicated outdoor air system (DOAS) is more complex, and there is a lack of practical cooling load… read more here.
Keywords: air system; load; calculation; cooling load ... See more keywords
Numerical simulation of a ground-coupled heat pump system with vertical plate heat exchangers: A comprehensive parametric study
Sign Up to like & getrecommendations! Published in 2020 at "Geothermics"
DOI: 10.1016/j.geothermics.2020.101913
Abstract: Abstract Plate ground heat exchangers (GHEs) are renowned for having the highest heat transfer rate per unit land area and could be of interest when the accessible land area is limited. In this study, a… read more here.
Keywords: cooling load; area; per unit; heat ... See more keywords
Influence of a reflective glass façade on surrounding microclimate and building cooling load: Case of an office building in Algiers
Sign Up to like & getrecommendations! Published in 2019 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2019.101443
Abstract: Abstract The urban landscape of the city of Algiers, Algeria, has seen a spread of reflective glass facades of new and rehabilitated office buildings. This type of glass can create visual glare in outdoor spaces… read more here.
Keywords: microclimate; case; building; cooling load ... See more keywords
Impact of chilled ceiling in a high sensible cooling load room with underfloor air distribution
Sign Up to like & getrecommendations! Published in 2019 at "Science and Technology for the Built Environment"
DOI: 10.1080/23744731.2019.1588027
Abstract: The use of an underfloor air distribution (UFAD) system integrated with a chilled ceiling (CC) cooling system can provide a potentially advanced heating, ventilation, and air conditioning (HVAC) system with high sensible cooling loads in… read more here.
Keywords: cooling load; high sensible; air; sensible cooling ... See more keywords
Energy Management Strategy for Zone Cooling Load Demand Reduction in Commercial Buildings: A Data-Driven Approach
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Industry Applications"
DOI: 10.1109/tia.2019.2930599
Abstract: Optimal scheduling and robust sequence control of a central chiller system with thermal energy storage may not be a straightforward solution to reduce building cooling load demand (CLD) due to unpredictable thermal comfort requirements and… read more here.
Keywords: strategy; zone thermal; cooling load; energy ... See more keywords
Suggesting a Stochastic Fractal Search Paradigm in Combination with Artificial Neural Network for Early Prediction of Cooling Load in Residential Buildings
Sign Up to like & getrecommendations! Published in 2021 at "Energies"
DOI: 10.3390/en14061649
Abstract: Early prediction of thermal loads plays an essential role in analyzing energy-efficient buildings’ energy performance. On the other hand, stochastic algorithms have recently shown high proficiency in dealing with this issue. These are the reasons… read more here.
Keywords: combination artificial; artificial neural; prediction; cooling load ... See more keywords
Cooling Load Forecasting via Predictive Optimization of a Nonlinear Autoregressive Exogenous (NARX) Neural Network Model
Sign Up to like & getrecommendations! Published in 2019 at "Sustainability"
DOI: 10.3390/su11236535
Abstract: Accurate calculations and predictions of heating and cooling loads in buildings play an important role in the development and implementation of building energy management plans. This study aims to improve the forecasting accuracy of cooling… read more here.
Keywords: cooling load; model; optimization; neural network ... See more keywords