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Neural network based prediction method for preventing condensation in chilled ceiling systems
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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A grey-box model of next-day building thermal load prediction for energy-efficient control
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Research on Prediction about Fruit Tree Diseases and Insect Pests Based on Neural Network
inferredcites →https://doi.org/10.1007/s12273-012-0087-2openalex-snapshot
Optimization of a liquid desiccant based dedicated outdoor air-chilled ceiling system serving multi-zone spaces
inferredcites →https://doi.org/10.1016/j.apenergy.2011.04.045openalex-snapshot
Model-based optimal control of a dedicated outdoor air-chilled ceiling system using liquid desiccant and membrane-based total heat recovery
inferredcites →https://doi.org/10.1016/j.applthermaleng.2004.01.017openalex-snapshot
Simplified cooling capacity estimation model for top insulated metal ceiling radiant cooling panels
inferredcites →https://doi.org/10.1016/j.applthermaleng.2006.07.009openalex-snapshot
Performance of chilled ceiling panels using phase change material slurries as the heat transport medium
inferredcites →https://doi.org/10.1016/j.applthermaleng.2010.05.032openalex-snapshot
Radiant ceiling systems coupled to its environment part 2: Dynamic modeling and validation
inferredcites →https://doi.org/10.1016/j.applthermaleng.2010.05.033openalex-snapshot
Radiant ceiling systems coupled to its environment part 1: Experimental analysis
inferredcites →https://doi.org/10.1016/j.buildenv.2003.08.003openalex-snapshot
Prediction of the time of room air temperature descending for heating systems in buildings
inferredcites →https://doi.org/10.1016/j.enbuild.2005.09.007openalex-snapshot
Prediction of building's temperature using neural networks models
inferredcites →https://doi.org/10.1016/j.enbuild.2011.02.011openalex-snapshot
Control strategies for a liquid desiccant air-conditioning system
inferredcites →https://doi.org/10.1016/j.enconman.2003.10.009openalex-snapshot
Cooling load prediction for buildings using general regression neural networks
inferredcites →https://doi.org/10.1016/j.ijheatmasstransfer.2007.11.006openalex-snapshot
Simultaneous heat and moisture transfer through a composite supported liquid membrane
inferredcites →https://doi.org/10.1016/j.ijrefrig.2009.09.016openalex-snapshot
Independent air dehumidification with membrane-based total heat recovery: Modeling and experimental validation
inferredcites →https://doi.org/10.1016/s0196-8904(03)00044-xopenalex-snapshot
Application of artificial neural network to predict the optimal start time for heating system in building
inferredcites →https://doi.org/10.1016/s0306-2619(02)00027-2openalex-snapshot
Energy conservation in buildings through efficient A/C control using neural networks
inferredcites →https://doi.org/10.1016/s0360-1323(02)00018-5openalex-snapshot
Indoor humidity behaviors associated with decoupled cooling in hot and humid climates
inferredcites →https://doi.org/10.1016/s0378-7788(01)00134-7openalex-snapshot
A critical review on the performance and design of combined cooled ceiling and displacement ventilation systems
inferredcites →https://doi.org/10.1016/s0378-7788(98)00084-xopenalex-snapshot
Thermal comfort and energy consumption of the radiant ceiling panel system.
inferredcites →https://doi.org/10.1016/s0378-7788(98)00085-1openalex-snapshot
Performance of radiant cooling system integrated with ice storage
inferredcites →https://doi.org/10.1016/s1359-4311(00)00036-3openalex-snapshot
Modelling of vapour-compression liquid chillers with neural networks
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Energy performance and condensation risk of DCDV system in subtropical Hong Kong
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Applicability of high-temperature cooling systems in different European countries from the view of the condensation risk
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A dynamic simplified model of radiant ceiling cooling integrated with underfloor ventilation system
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Experimental study on control performance comparison between model predictive control and proportion-integral-derivative control for radiant ceiling cooling integrated with underfloor ventilation system
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Evaporation temperature prediction of the refrigerant-direct convective-radiant cooling system based on LSTM neural network
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inferred← citeshttps://doi.org/10.1016/j.enbuild.2017.12.003openalex-snapshot
Experimental investigation and data-driven regression models for performance characterization of single and multiple passive chilled beam systems
inferred← citeshttps://doi.org/10.1016/j.enbuild.2019.01.031openalex-snapshot
Energy savings potential of passive chilled beams vs air systems in various US climatic zones with different system configurations
inferred← citeshttps://doi.org/10.1016/j.enbuild.2019.109654openalex-snapshot
Performance evaluation and design guide for a coupled displacement-ventilation and passive-chilled-beam system
inferred← citeshttps://doi.org/10.1016/j.enbuild.2023.113338openalex-snapshot
Experimental study on the characteristics of radiation floor cooling system based on an earth–air heat exchanger
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Condensation prevention strategies in radiant cooling systems: A comprehensive review
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Displacement ventilation with cooled liquid desiccant dehumidification membrane at ceiling; modeling and design charts
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Theoretical study of infrared transparent cover preventing condensation on indoor radiant cooling surfaces
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Investigation of supply air parameters of a new method to control the condensation risk in radiant cooling panels
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Direct/indirect optimal use of shallow geothermal energy in floor radiant cooling system coupled with air-handling system
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Prediction of condensation heat transfer in steam–air mixtures using artificial neural networks: a comparative study with empirical correlation
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inferred← citeshttps://doi.org/10.1016/j.sbspro.2015.01.011openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.seta.2021.101012openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.snb.2013.04.011openalex-snapshot
Plasmon-resonance dew condensation sensor made of gold-ceramic nanocomposite and its application in condensation prevention
inferred← citeshttps://doi.org/10.1080/00986445.2018.1539710openalex-snapshot
Artificial neural network simulation of the condenser of seawater greenhouse in Oman
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Numerical and experimental study on the characteristics of radiant ceiling systems
inferred← citeshttps://doi.org/10.1080/13467581.2023.2244730openalex-snapshot
Developing simplified numerical calculation and BP neural network modeling for the cooling capacity in a radiant floor cooling system
inferred← citeshttps://doi.org/10.1080/19401493.2014.899394openalex-snapshot
Review of modelling approaches for passive ceiling cooling systems
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Study of a condensation-prevention method based on water supply regulation for a radiant ceiling cooling system
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Experimental Study on Indoor Thermal Environment of Capillary Radiant Cooling Based on Different Installation Methods
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Thermoelectric Air-Conditioning System: Building Applications and Enhancement Techniques
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Radiant Conditioning Retrofitting for Residential Buildings
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Condensation Risk Due to Variations in Airtightness and Thermal Insulation of an Office Building in Warm and Wet Climate
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