Comprehensive review and future prospects on chip-scale thermal management: Core of data center’s thermal management

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: 251, P. 123612 - 123612

Published: June 6, 2024

Language: Английский

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Computational modeling of nanofluid heat transfer using Fuzzy-based bee algorithm and machine learning method

Case Studies in Thermal Engineering, Journal Year: 2024, Volume and Issue: 54, P. 104021 - 104021

Published: Jan. 19, 2024

A hybrid computational method via CFD (computational fluid dynamics) and artificial intelligence was developed for studying heat transfer in nanofluid. The finite volume approach used to solve the flow equations through a pipe containing CuO nanofluid obtained temperature distribution develop intelligence-based models. Optimization of tree-based ensemble models predicting values based on input features x-coordinate y-coordinate were carried out. ensembles, i.e., Random Forest, Gradient Boosting, Extra Tree, Adaboost Decision Trees, are optimized using Fuzzy-based Bee Algorithm (FBA) enhance their performance. Tree model achieved an excellent fitting with R2 criterion 0.99779, RMSE 1.7977E-01. Forest slightly higher correlative accuracy, 0.99865, value 1.4336E-01. Trees also demonstrated strong performance, 0.99846, 1.5394E-01. However, Boosting exhibited lower score 0.99258, 3.4090E-01.

Language: Английский

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Enhancing heat exchanger performance with perforated/non‐perforated flow modulators generating continuous/discontinuous swirl flow: A comprehensive review

Heat Transfer, Journal Year: 2024, Volume and Issue: 53(8), P. 4364 - 4393

Published: Aug. 5, 2024

Abstract Heat exchangers are crucial in transferring heat and finding applications across various industries. Numerous strategies have been devised to improve optimize the transfer process within these systems. Among these, passive methods garnered significant attention for their ability operate without external power consumption. This article examines recent experimental computational studies conducted by researchers since 2018 on enhancement techniques, especially twisted tape, wire coil, swirl flow generator, others, boost thermal efficiency of aid designers adopting augmentation compact exchangers. Recently, researchers' new class maldistribution devices, referred as has gained attention; which enhances convective introducing into main disrupting boundary layer at tube surface through alterations geometry. Twisted tape inserts devices that demonstrate better performance laminar compared turbulent flow. Conversely, other techniques like ribs, conical nozzles, rings generally more effective than A research trend is utilization nanofluids combination with turbulators, exchangers, can reduce exergy losses overall coefficient effectiveness exchanger.

Language: Английский

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Prediction of the thermophysical properties of Ag-reduced graphene oxide-water/ethylene-glycol hybrid nanofluids using different machine learning methods

Case Studies in Thermal Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 106038 - 106038

Published: March 1, 2025

Language: Английский

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Performance investigation of mono and hybrid nanofluids in a liquid battery thermal management system under high discharge rate and different drive cycle conditions

Journal of Energy Storage, Journal Year: 2025, Volume and Issue: 116, P. 116084 - 116084

Published: March 5, 2025

Language: Английский

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Thermohydraulic performance augmentation and heat transfer enhancement of automotive radiators using nano-coolants: a critical review

Journal of Thermal Analysis and Calorimetry, Journal Year: 2025, Volume and Issue: unknown

Published: March 6, 2025

Language: Английский

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Novel high heat flux thermal management with combined supercritical CO2 and a microjet heat sink

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: 256, P. 124143 - 124143

Published: Aug. 10, 2024

The limited operational range of electric vehicles (EVs) continues to be a significant hurdle their advancement. Insulated Gate Bipolar Transistor (IGBT) embedded in the inverters these generates amounts heat while operating and greatly impacts vehicle's overall performance. To improve efficiency EVs, present study puts forward new thermal management system comprising multi-layer microjet sink with supercritical carbon dioxide (sCO2) as working fluid for cooling IGBTs high fluxes. diode pairs are modeled based on motor inverter Toyota Prius. Each IGBT its pair is direct bound copper beneath baseplate sink, generating fluxes between 120–360 W/cm2. Inlet temperatures ranging from 25 35 °C mass 500–2000 kg/m2 s were used this study. numerical simulations performed using finite volume method, procedure validated against experimental data. Results show that maximum global transfer coefficient sCO2 60.4 kW/m2 higher inlet temperature can positively or negatively affect thermohydraulic behavior depending conditions. Increasing at q" < 360 W/cm2 enhances over different layers up 33 %, ≥ W/cm2, convective reduced temperature. Despite lower water fluxes, exhibits 5 times better uniformity, showing promising potential an advanced coolant future cutting-edge systems.

Language: Английский

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Heat transfer enhancement in vehicle cabin heating system with hybrid nanofluid: An experimental and artificial intelligence approach

Applied Thermal Engineering, Journal Year: 2024, Volume and Issue: 259, P. 124892 - 124892

Published: Nov. 9, 2024

Language: Английский

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Analysis of thermal performance and irreversibility of double-diffusive buoyancy-driven nano-suspension subject to local thermal non-equilibrium model

Case Studies in Thermal Engineering, Journal Year: 2024, Volume and Issue: 63, P. 105294 - 105294

Published: Oct. 15, 2024

Language: Английский

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Study on Desulfurization and Regeneration Performance of Nanofluid System Based on Heteropoly Compound/Ionic Liquid Solutions

Industrial & Engineering Chemistry Research, Journal Year: 2024, Volume and Issue: 63(27), P. 12155 - 12165

Published: June 27, 2024

Language: Английский

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