A CNN-ABC model for estimation and optimization of heat generation rate and voltage distributions of lithium-ion batteries for electric vehicles
Accurate estimation of battery voltage and heat generation rate (HGR) at different conditions
is critical to manage a battery system on behalf of making safe and efficient operations for …
is critical to manage a battery system on behalf of making safe and efficient operations for …
[HTML][HTML] Effect of two different fins (longitudinal-tree like) and hybrid nano-particles (MoS2-TiO2) on solidification process in triplex latent heat thermal energy storage …
To tackle global warming, a reliable storage system seems crucial due to unpredictability of
renewable energy. As a result, storage units based on Phase Change Material (PCM) are …
renewable energy. As a result, storage units based on Phase Change Material (PCM) are …
Solving inverse heat transfer problems without surrogate models: A fast, data-sparse, physics informed neural network approach
V Oommen, B Srinivasan - … of Computing and …, 2022 - asmedigitalcollection.asme.org
Physics informed neural networks have been recently gaining attention for effectively solving
a wide variety of partial differential equations. Unlike the traditional machine learning …
a wide variety of partial differential equations. Unlike the traditional machine learning …
Forward and inverse solutions of a conductive, convective and radiative cylindrical porous fin
R Das - Energy conversion and management, 2014 - Elsevier
This paper deals with the numerical study of a conductive, convective and radiative
cylindrical porous fin. At first, Runge–Kutta method-based numerical solution is obtained for …
cylindrical porous fin. At first, Runge–Kutta method-based numerical solution is obtained for …
Multi-objective optimization of a non-uniform sinusoidal mini-channel heat sink by coupling genetic algorithm and CFD model
Y Ge, W Yin, Y Lin, K He, Q He, SM Huang - Applied Thermal Engineering, 2024 - Elsevier
Wavy mini-channel heat sinks (MCHS) can disrupt the development of the thermal boundary
layer, resulting in superior performance compared to straight MCHS. For complete utilization …
layer, resulting in superior performance compared to straight MCHS. For complete utilization …
Eigenfunctions and genetic algorithm based improved strategies for performance analysis and geometric optimization of a two-zone solar pond
In this paper, concept of a modified two-zone solar pond consisting lateral extraction from an
extended length of convection free zone combined with thermoelectric generators for …
extended length of convection free zone combined with thermoelectric generators for …
Estimation of critical dimensions for a trapezoidal-shaped steel fin using hybrid differential evolution algorithm
This paper deals with the inverse prediction of parameters in a trapezoidal fin with
temperature-dependent thermal conductivity and heat transfer coefficient. Three critical …
temperature-dependent thermal conductivity and heat transfer coefficient. Three critical …
Experimental and numerical analysis of a nonlinear pin fin with temperature dependent properties and disparate boundary conditions
The present work investigates, the performance of a nonlinear longitudinal pin fin with all
temperature-dependent linear/nonlinear parameters. The solution of the problem is …
temperature-dependent linear/nonlinear parameters. The solution of the problem is …
Approximate analytical method for porous stepped fins with temperature-dependent heat transfer parameters
This work presents the thermal investigation of a porous stepped fin made from different
ceramic porous materials (Al and SiC) having temperature-dependent internal heat …
ceramic porous materials (Al and SiC) having temperature-dependent internal heat …
Adomian decomposition method for a stepped fin with all temperature-dependent modes of heat transfer
The application of Adomian decomposition method (ADM) is demonstrated for a nonlinear
problem involving conductive, convective and radiative stepped fin with temperature …
problem involving conductive, convective and radiative stepped fin with temperature …