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Investigation of steam ejector parameters under three optimization algorithm using ANN
F Ahmed, W Chen - Applied Thermal Engineering, 2023 - Elsevier
Several industries have adopted Steam ejectors as promising energy-saving devices. The
steam ejector is used extensively in the HVAC, refrigeration, and desalination industries …
steam ejector is used extensively in the HVAC, refrigeration, and desalination industries …
Backpropagated neural network modeling for the non-fourier thermal analysis of a moving plate
The present article mainly focuses on the transient thermal dispersal within a moving plate
using the non-Fourier heat flux model. Furthermore, the innovative, sophisticated artificial …
using the non-Fourier heat flux model. Furthermore, the innovative, sophisticated artificial …
[HTML][HTML] Artificial neural network-based predictive model for supersonic ejector in refrigeration system
H Zhu, J Liu, J Yu, P Yang - Case Studies in Thermal Engineering, 2023 - Elsevier
In this paper, a novel predictive model is proposed for the supersonic ejector in the
refrigeration system based on the artificial neural network technique. A composite …
refrigeration system based on the artificial neural network technique. A composite …
Recent advances and future outlook on solar-powered ejector refrigeration and associated multi-generation systems
Solar-driven ejector cooling is a potential alternative for reducing overall energy usage.
Hence, a review of solar-driven ejector refrigeration cycles, along with their integration with …
Hence, a review of solar-driven ejector refrigeration cycles, along with their integration with …
A review of axial and radial ejectors: Geometric design, computational analysis, performance, and machine learning approaches
This review examines the critical role of ejectors in refrigeration systems, emphasizing the
need for a deeper understanding of their performance characteristics, particularly through a …
need for a deeper understanding of their performance characteristics, particularly through a …
Large Eddy Simulation of a supersonic air ejector
This paper presents a study on the flow topology in the mixing chamber of a supersonic
ejector using Large Eddy Simulation (LES). To this end, a supersonic air ejector of squared …
ejector using Large Eddy Simulation (LES). To this end, a supersonic air ejector of squared …
Artificial neural network based shape optimization of supersonic ejectors in the critical flow regime
Supersonic ejectors are widely used in energy, refrigeration, and aerospace propulsion
applications. A supersonic ejector is a passive gasdynamic device consisting of a …
applications. A supersonic ejector is a passive gasdynamic device consisting of a …
Thermal response analysis and parameter prediction of additively manufactured polymers
Abstract Fused Deposition Modelling (FDM), is an additive manufacturing technology where
polymers are extruded using appropriate processing parameters to achieve suitable …
polymers are extruded using appropriate processing parameters to achieve suitable …
Performance prediction and geometry optimization of ejector in PEMFC system using coupled CFD-BPNN and genetic algorithm
Z Pang, J Han, J Feng, A Diao, Y Yao… - Applied Thermal …, 2024 - Elsevier
The ejector is a promising hydrogen recirculation device in proton exchange membrane fuel
cell (PEMFC) systems. However, the limited entrainment performance of the ejector at wide …
cell (PEMFC) systems. However, the limited entrainment performance of the ejector at wide …
Surrogate model based multi-objective optimisation of supercritical CO2 ejectors
Abstract A supercritical CO 2 (sCO 2) supersonic ejector improves the coefficient of
performance (COP) in combined power and cooling systems by compressing a secondary …
performance (COP) in combined power and cooling systems by compressing a secondary …