[HTML][HTML] Assessing the Potential of Artificial Intelligence in Advancing Clean Energy Technologies in Europe: A Systematic Review

SC Necula - Energies, 2023 - mdpi.com
This systematic review investigates the role of artificial intelligence (AI) in advancing clean
energy technologies within Europe, based on a literature survey from 2006 to 2023. The …

Deep neural networks for quick and precise geometry optimization of segmented thermoelectric generators

C Maduabuchi, C Eneh, AA Alrobaian, M Alkhedher - Energy, 2023 - Elsevier
To solve the problems of the current optimization methods for solar segmented
thermoelectric generator performance based on numerical methods, this paper applied …

A correlation among industry 4.0, additive manufacturing, and topology optimization: A state-of-the-art review

K Ishfaq, MDA Khan, MAA Khan, MA Mahmood… - … International Journal of …, 2023 - Springer
This paper discusses additive manufacturing (AM) and topology optimization (TO) and their
relationship with industrial revolution 4.0. An overview of different AM techniques is given …

[HTML][HTML] Machine learning-based optimization of segmented thermoelectric power generators using temperature-dependent performance properties

W Demeke, B Ryu, S Ryu - Applied Energy, 2024 - Elsevier
Segmented thermoelectric generators (STEGs) provide an excellent platform for thermal
energy harvesting devices because they improve power generation performance across a …

Performance prediction and optimization of annular thermoelectric generators based on a comprehensive surrogate model

A Xu, C Xie, L Xie, W Zhu, B Xiong, HB Gooi - Energy, 2024 - Elsevier
A traditional system-level thermoelectric model requires enormous computing power and
time for simulation analysis, especially when multiple optimization algorithms are combined …

Accurate prophecy of photovoltaic-segmented thermoelectric generator's performance using a neural network that feeds on finite element-generated data

C Maduabuchi, M Alanazi, A Alzahmi - Sustainable Energy, Grids and …, 2022 - Elsevier
To further enhance the photovoltaic–thermoelectric system efficiency, this paper proposes a
new hybrid system design comprising a segmented thermoelectric generator and aluminum …

Experimental study for artificial neural network modeling on thermal and flow performances of electric traction motor with oil spray cooling

KS Garud, EH Kang, SG Hwang, MY Lee - International Communications in …, 2023 - Elsevier
The oil spray cooling is emerging as advanced thermal management technique for next
generation electric traction motor. The performance of oil spray cooling needs to be mapped …

Integration of thermal insulation and thermoelectric conversion embedded with phase change materials

ZH Wang, YJ Ma, GH Tang, H Zhang, F Ji, Q Sheng - Energy, 2023 - Elsevier
The thermoelectric effect can convert waste heat into electricity. The present work presents
an integrated system of Thermoelectric Generators (TEG) and Phase Change Materials …

Geometry and stage number optimization of a concentrating solar multistage segmented thermoelectric generator by exploiting different optimization schemes

C Maduabuchi, M Alobaid - International Journal of Energy …, 2022 - Wiley Online Library
To further enhance the performance of the multi‐stage thermoelectric generator (TEG), this
work conducts a comprehensive geometry and stage number optimization of a concentrating …

[HTML][HTML] Predicting the optimal performance of a concentrated solar segmented variable leg thermoelectric generator using neural networks

C Maduabuchi, H Fagehi, I Alatawi, M Alkhedher - Energies, 2022 - mdpi.com
The production of high-performing thermoelectrics is limited by the high computational
energy and time required by the current finite element method solvers that are used to …