Buchumschlag

APPLICATION OF AN ARTIFICIAL NEURAL NETWORK FOR PREDICTING THE THERMAL STATE OF AN AIR-SOIL HEAT EXCHANGER

In this paper, an artificial neural network was used to predict the thermal state of an air-soil heat exchanger. The artificial neural network was trained, tested, and validated using experimental data obtained at the Institutes of Engineering Thermophysics and Renewable Energy of the National Acade...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Datum:	2025
Hauptverfasser:	Basok , B., Novitska, M., Zurian , O., Sylniahin , M., Davydenko , D.
Format:	Artikel
Sprache:	Ukrainisch
Veröffentlicht:	Institute of Renewable Energy National Academy of Sciences of Ukraine 2025
Schlagworte:	artificial neural network air-soil heat exchanger modeling thermal regime prediction thermal state of the soil.
Online Zugang:	https://ve.org.ua/index.php/journal/article/view/537
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!
Назва журналу:	Vidnovluvana energetika

Institution

Vidnovluvana energetika

Ähnliche Einträge

Study of functioning of heat exchanger in soils with different thermal diffusivity
von: Kovyazin, О. S.
Veröffentlicht: (2018)

Magnetic susceptibility of the slope soils for predicting of agronomic characteristics
von: Kruglov, O., et al.
Veröffentlicht: (2023)

Influence of resonance and nonlinear properties of soils on seismic hazard of construction areas
von: Kendzera, A. V., et al.
Veröffentlicht: (2016)

Prediction of hydraulic resistance coefficient using an ensemble neural network algorithm
von: Khodnevych, Yaroslav, et al.
Veröffentlicht: (2025)

Soil massif permeability pattern research at vertical well water fill
von: Velychko, V.
Veröffentlicht: (2016)

Investigation the influence of soil’s moisture regime on their degradation using the remote sensing and ground field verification
von: Romanciuc, Inna
Veröffentlicht: (2018)

The impact of climate change on soil fertility in the Central region of Azerbaijan
von: Jafarov, Fazil Tatarxan, et al.
Veröffentlicht: (2020)

Problems and perspectives of application of Artificial Neural Nets in power engineering. Part 2. Management
von: Voronovskiy, et al.
Veröffentlicht: (2007)

THE SUBSTANTIATION FOR THE REGULARITIES OF PHASE TRANSFORMATION OF LIQUID AND VAPOROUS MOISTUREIN “SOIL–AIR–WATER BODY” SYSTEM
von: Sitnikov, A.B., et al.
Veröffentlicht: (2014)

NEURAL NETWORK MODELING IN PROBLEMS OF PREDICTION MODES OF ELECTRICAL GRIDS
von: Moroz, A. N., et al.
Veröffentlicht: (2016)

ACCOUNTING OF THE TEMPERATURE DEVIATION AT THE WATER-SOIL BOUNDARY OF AN OPEN BODY OF WATER IN THE CONSTRUCTION OF HYDROTHERMAL HEAT PUMP SYSTEMS
von: Zurian , O.
Veröffentlicht: (2024)

New application of artificial neural network-based direct power control for permanent magnet synchronous generator
von: Akkouchi, K., et al.
Veröffentlicht: (2021)

Modeling of soil reaction for seismic microzoning of building sites
von: Semenova, Yu.
Veröffentlicht: (2015)

The effect of using of organic and mineral origin raw materials in agriculture on soil fertility
von: Jafarov, V.I.
Veröffentlicht: (2023)

Directions of ecological requirement providing on the air pollution emissions in the thermal power of Ukraine
von: Kostyukovskyi B.A., et al.
Veröffentlicht: (2009)

THE SCIENTIFIC FOUNDATIONS OF MOISTURE AND HEAT EXCHANGE UNDER THE CONDITIONS OF CAVE COMPLEX OF KYIV PECHERSK LAVRA
von: Sitnikov, A.B.
Veröffentlicht: (2014)

Photovoltaic system faults diagnosis using discrete wavelet transform based artificial neural networks
von: Bengharbi, A. A., et al.
Veröffentlicht: (2022)

CALCULATION OF INFILTRATION RATE AND SOIL CAPACITIVE PROPERTIES BY GROUNDWATER LEVEL CHANGES USING THE VAN GENUCHTEN FUNCTION
von: PARAMONOVA, N. K., et al.
Veröffentlicht: (2011)

Urban thermal micro-mapping using satellite imagery and ground-truth measurements: Kyiv city area case study
von: Piestova, Iryna, et al.
Veröffentlicht: (2019)

An evaluation of task performance capabilities in a network-centric system with neural networks usage
von: Бойченко, А. В., et al.
Veröffentlicht: (2025)

Study of the feature of the temperature regime of the Mykolaiv and region in the context of the issue of climate change
von: Mats, Andrii D.
Veröffentlicht: (2024)

A modern approach to calculating the abilities and capabilities of military units to perform tasks using artificial intelligence
von: Бойченко, А. В., et al.
Veröffentlicht: (2025)

The modeling of different scale hydrologic processes in aquatories
von: Voskoboinick, Volodymyr A., et al.
Veröffentlicht: (2019)

Problems and prospects of the artificial neuron networks using in energy
von: Voronovskiy G.K., et al.
Veröffentlicht: (2006)

Geochemical characteristics for the soil deposits within the municipal waste disposal areas by the environment study results
von: Trofymchuk, Oleksandr M., et al.
Veröffentlicht: (2020)

THEORETICAL STUDY OF NONSTATIONARY AIR GASIFICATION OF SOLID FUEL IN A FIXED BED AT ATMOSPHERIC PRESSURE
von: Rokhman, B., et al.
Veröffentlicht: (2020)

MATHEMATICAL DESCRIPTION OF THE SOLID FUEL GASIFICATION PROCESS IN A FIXED BED: 2. THEORETICAL STUDY OF MULTI-STAGE PEAT PROCESSING IN THE AIR AND VAPOR-AIR MEDIUM AT DIFFERENT PRESSURE
von: Rokhman, B.
Veröffentlicht: (2019)

Remote sensing and GIS for spatial analysis of surface water quality and soil pollution
von: Kreta, D.L., et al.
Veröffentlicht: (2018)

Adaptive maximum power point tracking using neural networks for a photovoltaic systems according grid
von: Sahraoui, H., et al.
Veröffentlicht: (2021)

Assessment of degradation of semidesert and arıd steppe field landscapes and pasture lands under the condition of modern climate change
von: Qurbanov, Eldar A., et al.
Veröffentlicht: (2022)

The analysis of methods of investigation of negative impact on mesofauna and microbiology of soils of contaminated solutions for foam makers
von: Poroshenko, Sergіi S.
Veröffentlicht: (2020)

Complex systems in geophysics: methods of research and prediction of their behavior
von: Mykulyak, Serhiy
Veröffentlicht: (2025)

К-325-23,5 Steam Turbine High-Pressure Rotor Thermal and Thermo-structural State during cold start-up
von: Бахмутская, Ю. О., et al.
Veröffentlicht: (2017)

К-325-23,5 Steam Turbine High-Pressure Rotor Thermal and Thermo-structural State during cold start-up
von: Бахмутская, Ю. О., et al.
Veröffentlicht: (2017)

Landslide on the residential massif “Topol” in the city of Dnepr, the causes of the phenomenon based on the results of geological and space research
von: Shatalov, Mykola
Veröffentlicht: (2018)

SUBSTANTIATION OF THE MATHEMATICAL MODELS FOR THE COMMON MIGRATION OF MOISTURE AND LIGHT OIL PRODUCTS INTO UNDER-SATURATED-SATURATED SOILS
von: SITNIKOV, A. B.
Veröffentlicht: (2011)

Estimations of heavy metals in soils and different landscape components within the municipal solid waste disposal areas
von: Azimov, Oleksandr T., et al.
Veröffentlicht: (2019)

Formation by optimal on Pareto resolve of the problems of ground-based failure in conditions of seismic danger
von: Sirenko, Anatolii P.
Veröffentlicht: (2019)

Empirical predicted residual life of the base metal of MCP of WWER-1000 reactors in operation
von: Gozhenko, S.V.
Veröffentlicht: (2023)

THE THEORETICAL JUSTIFICATION FOR THE NEAT-MOISTURE EXCHANGE PARAMETERS IN SOILS AND ATMOSPHERIC AIR UNDER THE CONDITIONS OF CAVE COMPLEX OF KIEV-PECHERSK LAVRA
von: Sitnikov, А.B.
Veröffentlicht: (2014)