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   Articles with "cooling load" as a keyword



Theoretical and experimental development of cooling load temperature difference factors to calculate cooling loads for buildings in warm climates

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recommendations! 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
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A generic prediction interval estimation method for quantifying the uncertainties in ultra-short-term building cooling load prediction

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recommendations! 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

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recommendations! 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

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recommendations! 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
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Cooling load dynamics and simplified calculation method for radiant ceiling panel and dedicated outdoor air system

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recommendations! 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
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Numerical simulation of a ground-coupled heat pump system with vertical plate heat exchangers: A comprehensive parametric study

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recommendations! 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

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recommendations! 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

Short-term building cooling load prediction based on AKNN and RNN models

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recommendations! Published in 2024 at "Journal of Building Performance Simulation"

DOI: 10.1080/19401493.2024.2403027

Abstract: ABSTRACT Cooling load is the main energy consumption factor for commercial buildings during summer. This paper proposes a new approach to realize short-term building cooling load prediction by combining adaptive feature extraction and deep learning… read more here.

Keywords: building cooling; prediction; cooling load; term building ... See more keywords

Impact of chilled ceiling in a high sensible cooling load room with underfloor air distribution

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recommendations! 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

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recommendations! 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

Cooling Load Forecasting Method for Central Air Conditioning Systems in Manufacturing Plants Based on iTransformer-BiLSTM

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recommendations! Published in 2025 at "Applied Sciences"

DOI: 10.3390/app15095214

Abstract: Cooling load forecasting is a crucial aspect of optimizing energy efficiency and efficient operation in central air conditioning systems for manufacturing plants. Due to the influence of multiple factors, the cooling load in manufacturing plants… read more here.

Keywords: load; air conditioning; conditioning systems; cooling load ... See more keywords