Thermal energy analysis using artificial neural network and particle swarm optimization approach in partially ionized hyperbolic tangent material with ternary hybrid nanomaterials

Swarm and Evolutionary Computation, Journal Year: 2024, Volume and Issue: 91, P. 101775 - 101775

Published: Nov. 20, 2024

Language: Английский

The Role of Stretching/Shrinking on the Heat Transfer Performance of Fully Wetted Trapezoidal Fin Structures Under the Impact of Convection and Radiation Effects

Heat Transfer, Journal Year: 2025, Volume and Issue: unknown

Published: April 14, 2025

ABSTRACT The trapezoidal shape maximizes surface area, promoting efficient heat dissipation and transfer in diverse sectors, contributing to improved thermal performance preventing overheating various devices systems. In this context, the present work focuses on features of transmission through a fully wetted fin structure, when fins' is equipped with shrinking or stretching mechanism. has been analyzed using three distinct mechanisms: stretching, stagnation, mechanisms. Furthermore, formulation problem incorporates effects convection, radiation, internal generation. To examine solid–fluid interactions, Darcy's law applied. governing equation nondimensionalized by employing appropriate nondimensional terms, then solved Runge‐Kutta‐Fehlberg (RKF) method numerically. significance essential parameters such as generation, wet porous parameter, stretching/shrinking other relevant efficiency have graphically interpreted. We observed that peclet number () increases 400%, temperature also 7.46%. By enhancing value radiation parameter 900%, tip decreases 27.306%. It inferred mechanism greatly enhances fin's cooling impact, particularly moving. current analysis helpful for design pertains practical applications.

Language: Английский

Data-driven designing of dyes: Chemical space generation and dipole moment prediction

Materials Science and Engineering B, Journal Year: 2024, Volume and Issue: 311, P. 117792 - 117792

Published: Nov. 4, 2024

Language: Английский