[HTML][HTML] Fluid flow and heat transfer in microchannel heat sinks: Modelling review and recent progress

J Gao, Z Hu, Q Yang, X Liang, H Wu - Thermal Science and Engineering …, 2022 - Elsevier
Nowadays, microchannels have been widely utilized in various multidisciplinary fields, and
as a consequence, some new and different requirements for microchannels in the process of …

Applications of intelligent methods in various types of heat exchangers: a review

M Ghalandari, M Irandoost Shahrestani… - Journal of Thermal …, 2021 - Springer
Heat exchangers are applicable in different industries and technologies, and their
performance is influenced by different parameters. In addition to experimental and time …

Non-intrusive classification of gas-liquid flow regimes in an S-shaped pipeline riser using a Doppler ultrasonic sensor and deep neural networks

SG Nnabuife, B Kuang, JF Whidborne… - Chemical Engineering …, 2021 - Elsevier
The problem of predicting the regime of a two-phase flow is considered. An approach is
proposed that classifies the flow regime using Deep Neural Networks (DNNs) operating on …

Two-phase flow distribution in parallel flow mini/micro-channel heat exchangers for refrigeration and heat pump systems: A comprehensive review

T Xiong, G Liu, S Huang, G Yan, J Yu - Applied Thermal Engineering, 2022 - Elsevier
Heat pump and refrigeration systems consume a large amount of energy annually around
the world. Heat exchanger is an important component of heat pump and refrigeration …

Dynamic optimization of chilled water pump operation to reduce HVAC energy consumption

TK Wijaya, MI Alhamid, K Saito, N Nasruddin - Thermal Science and …, 2022 - Elsevier
Energy consumption in building has been increasing significantly due to higher demand on
cooling system. It consumes a large share of total building energy usage. A proper operation …

Prediction of the interfacial disturbance wave velocity in vertical upward gas-liquid annular flow via ensemble learning

C Li, Y Song, L Xu, N Zhao, F Wang, L Fang, X Li - Energy, 2022 - Elsevier
Interfacial disturbance wave velocity is an important parameter for the study of momentum
transfer between the gas core and the liquid film at the two-phase interface, which directly …

Recognition of gas-liquid flow regimes in helically coiled tube using wire-mesh sensor and KNN algorithm

L Liu, B Hu, S Liu, K Wang, H Gu - International Journal of Multiphase Flow, 2022 - Elsevier
Helically coiled tube (HCT) is used extensively in compact types of heat exchangers.
Complete knowledge of gas-liquid flow behavior in HCT is essential in designing the heat …

Approximating printed circuit heat exchangers dynamics in a sCO2 RCBC as a low-order system via an optimal time constant

X Sui, W Wang, C Liu, P Dong - International Communications in Heat and …, 2024 - Elsevier
The low-order approximation emerges as a promising method for capturing the dynamic
behavior of Printed Circuit Heat Exchangers (PCHEs) in sCO 2 Recompression Closed …

[HTML][HTML] Application of the machine learning technique for the development of a condensation heat transfer model for a passive containment cooling system

DH Lee, JM Yoo, HY Kim, DJ Hong, BJ Yun… - Nuclear Engineering and …, 2022 - Elsevier
A condensation heat transfer model is essential to accurately predict the performance of the
passive containment cooling system (PCCS) during an accident in an advanced light water …

Prediction of heat transfer characteristics in a microchannel with vortex generators by machine learning

A Gönül, AB Çolak, N Kayaci, A Okbaz, AS Dalkilic - Kerntechnik, 2023 - degruyter.com
Because of the prompt improvements in Micro-Electro-Mechanical Systems, thermal
management necessities have altered paying attention to the compactness and high energy …