Recent trends on nanofluid heat transfer machine learning research applied to renewable energy

T Ma, Z Guo, M Lin, Q Wang - Renewable and Sustainable Energy …, 2021 - Elsevier
Nanofluids have received increasing attention in research and development in the area of
renewable and sustainable energy systems. The addition of a small amount of high thermal …

Carbon-based nanofluids and their advances towards heat transfer applications—a review

N Ali, AM Bahman, NF Aljuwayhel, SA Ebrahim… - Nanomaterials, 2021 - mdpi.com
Nanofluids have opened the doors towards the enhancement of many of today's existing
thermal applications performance. This is because these advanced working fluids exhibit …

辐射滑移边界条件下多孔板上的传热与纳米流体流动

H Maleki, J Alsarraf, A Moghanizadeh… - Journal of Central South …, 2019 - Springer
摘要考虑多孔表面上的纳米流体在不同时期不同值下可能会发生热性能变化.
本研究的目的是研究纳米粒子的体积分数, 纳米粒子的种类, 吸入或注入, 热的产生或吸收 …

Recent advances in machine learning research for nanofluid-based heat transfer in renewable energy system

P Sharma, Z Said, A Kumar, S Nizetic, A Pandey… - Energy & …, 2022 - ACS Publications
Nanofluids have gained significant popularity in the field of sustainable and renewable
energy systems. The heat transfer capacity of the working fluid has a huge impact on the …

A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting

P Jiang, Z Liu, X Niu, L Zhang - Energy, 2021 - Elsevier
Wind speed forecasting is gaining importance as the share of wind energy in electricity
systems increases. Numerous forecasting approaches have been used to predict wind …

Application of machine learning and Box-Behnken design in optimizing engine characteristics operated with a dual-fuel mode of algal biodiesel and waste-derived …

P Sharma, BB Sahoo, Z Said, H Hadiyanto… - International Journal of …, 2023 - Elsevier
Waste-derived biogas and third-generation algal biodiesel are attractive alternative fuels to
substitute fossil diesel in a diesel engine. However, using biodiesel as a pilot liquid fuel and …

Novel concept design of low energy hybrid battery thermal management system using PCM and multistage Tesla valve liquid cooling

Y Fan, Z Wang, X Xiong, J Zhu, Q Gao, H Wang… - Applied Thermal …, 2023 - Elsevier
To challenge the continuous operation performance of high energy density lithium-ion
batteries at different ambient temperatures. A battery thermal management system …

The real-time dynamic multi-objective optimization of a building integrated photovoltaic thermal (BIPV/T) system enhanced by phase change materials

A Sohani, A Dehnavi, H Sayyaadi… - Journal of Energy …, 2022 - Elsevier
Phase change material (PCM) is employed to enhance the thermal energy storage capacity
of a building integrated photovoltaic thermal (BIPV/T) system. For this purpose, the best …

[HTML][HTML] High-efficiency improvement of thermal conductivities for epoxy composites from synthesized liquid crystal epoxy followed by doping BN fillers

X Yang, J Zhu, D Yang, J Zhang, Y Guo… - Composites Part B …, 2020 - Elsevier
Liquid crystal epoxy resin presents high intrinsic thermal conductivity coefficient (λ).
However, the complex molecular structure design and tedious synthesis process severely …

Comparing various machine learning approaches in modeling the dynamic viscosity of CuO/water nanofluid

MH Ahmadi, B Mohseni-Gharyehsafa… - Journal of Thermal …, 2020 - Springer
Nanofluids are broadly employed in heat transfer mediums to enhance their efficiency and
heat transfer capacity. Thermophysical properties of nanofluids play a crucial role in their …