A detailed review of pulsating heat pipe correlations and recent advances using Artificial Neural Network for improved performance prediction
The unique thermal properties and flexible design of pulsating heat pipes (PHP) offer
opportunities for relatively lightweight, low-cost, and reliable phase-change thermal …
opportunities for relatively lightweight, low-cost, and reliable phase-change thermal …
Implementation of artificial intelligence in modeling and control of heat pipes: a review
Heat pipe systems have attracted increasing attention recently for application in various heat
transfer-involving systems and processes. One of the obstacles in implementing heat pipes …
transfer-involving systems and processes. One of the obstacles in implementing heat pipes …
Innovations in pulsating heat pipes: From origins to future perspectives
Since the early 1990s, the pulsating heat pipe (PHP) has emerged as one of the most
innovative, effective and potentially more convenient passive two-phase heat transfer …
innovative, effective and potentially more convenient passive two-phase heat transfer …
Predicting heat transfer of oscillating heat pipes for machining processes based on extreme gradient boosting algorithm
When machining difficult-to-cut materials, a massive heat will generate and then cause
serious thermal damages to both workpiece and cutting tools. Oscillating heat pipes have …
serious thermal damages to both workpiece and cutting tools. Oscillating heat pipes have …
Experimental analysis and transient numerical simulation of a large diameter pulsating heat pipe in microgravity conditions
A multi-parametric transient numerical simulation of the start-up of a large diameter
Pulsating Heat Pipe (PHP) specially designed for future experiments on the International …
Pulsating Heat Pipe (PHP) specially designed for future experiments on the International …
[HTML][HTML] Prediction of shear capacity of RC beams strengthened with FRCM composite using hybrid ANN-PSO model
The aim of this study is to develop a hybrid Artificial Neural Network-Particle Swarm
Optimization (ANN-PSO) model for improving shear strength prediction of reinforced …
Optimization (ANN-PSO) model for improving shear strength prediction of reinforced …
A general method to predict the performance of closed pulsating heat pipe by artificial neural network
In this paper, a novel predicting model of artificial neural network (ANN), which can be used
for the PHP with different working fluids and wide operational conditions, was proposed for …
for the PHP with different working fluids and wide operational conditions, was proposed for …
Pulsating heat pipes filled with acetone and water under radial rotation conditions: Heat transfer performance and semi-empirical correlation
A significant amount of heat can be generated during the operation of rotary machinery,
which degrades its working performance and lifetime. It has been proven that, under radial …
which degrades its working performance and lifetime. It has been proven that, under radial …
Applications of machine learning methods in modeling various types of heat pipes: a review
Accurate modeling of heat pipes, as a two-phase thermal medium, is the main goal of
several research works. Since the effective thermal conductivity of the heat pipes is …
several research works. Since the effective thermal conductivity of the heat pipes is …
Advanced big-data/machine-learning techniques for optimization and performance enhancement of the heat pipe technology–A review and prospective study
Z Wang, X Zhao, Z Han, L Luo, J **ang, S Zheng, G Liu… - Applied Energy, 2021 - Elsevier
A heat pipe (HP) is a passive heat transfer device able to transmit heat a few meters or
several hundred meters away from the heat source without use of external energy. This …
several hundred meters away from the heat source without use of external energy. This …