Thermodynamics-Informed Neural Networks for the Design of Solar Collectors: An Application on Water Heating in the Highland Areas of the Andes

被引:0
|
作者
Cáceres, Mauricio [1 ]
Avila, Carlos [1 ]
Rivera, Edgar [1 ]
机构
[1] Grupo de Investigación de Energía, Minas y Agua (GIEMA), Facultad de Ciencias, Ingeniería y Construcción, Universidad UTE, Quito,170527, Ecuador
关键词
Solar heating - Structural dynamics - Temperature - Thermal Engineering;
D O I
10.3390/en17194978
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 29 条
  • [21] The Application of Artificial Neural Networks in the Assessment of Pressure Losses in Water Pipes in the Design of Water Distribution Systems
    Dawidowicz, Jacek
    Czapczuk, Andrzej
    Piekarski, Jacek
    ROCZNIK OCHRONA SRODOWISKA, 2018, 20 : 292 - 308
  • [22] Design and Application of a Photovoltaic Powered Domestic Solar Water Heating System in Regina, SK., Canada
    Mbakwe, Somkene
    2016 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2016,
  • [23] Thermosiphon solar domestic water heating systems: Long-term performance prediction using artificial neural networks
    Kalogirou, SA
    Panteliou, S
    SOLAR ENERGY, 2000, 69 (02) : 163 - 174
  • [24] Long-term performance prediction of forced circulation solar domestic water heating systems using artificial neural networks
    Kalogirou, SA
    APPLIED ENERGY, 2000, 66 (01) : 63 - 74
  • [25] Modeling of water-PCM solar thermal storage system for domestic hot water application using Artificial neural networks
    Eldokaishi, A. O.
    Abdelsalam, M. Y.
    Kamal, M. M.
    Abotaleb, H. A.
    APPLIED THERMAL ENGINEERING, 2022, 204
  • [26] A novel design for solar collector used for water heating application having nanofluid as working medium: CFD modeling and simulation
    Rajneesh Kumar
    Manjeet Kharub
    Rajesh Sharma
    Periapattana Nagaraj Hrisheekesha
    Varun Goel
    Suvanjan Bhattacharyya
    Vineet Veer Tyagi
    Environmental Science and Pollution Research, 2023, 30 : 3942 - 3952
  • [27] A novel design for solar collector used for water heating application having nanofluid as working medium: CFD modeling and simulation
    Kumar, Rajneesh
    Kharub, Manjeet
    Sharma, Rajesh
    Hrisheekesha, Periapattana Nagaraj
    Goel, Varun
    Bhattacharyya, Suvanjan
    Tyagi, Vineet Veer
    Varun
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (02) : 3942 - 3952
  • [28] Application of Adaptive Resonance Theory neural networks to monitor solar hot water systems and detect existing or developing faults
    He, Hongbo
    Caudell, Thomas P.
    Menicucci, David F.
    Mammoli, Andrea A.
    SOLAR ENERGY, 2012, 86 (09) : 2318 - 2333
  • [29] Design of water-energy management based on neural networks for an autonomous solar and wind renewable energy system coupled with brackish water desalination
    Zgalmi, Abir
    Cherif, Habib
    Belhadj, Jamel
    ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 2022, 41 (06)