A Review of thermoelectric generators in automobile waste heat recovery systems for improving energy utilization

S Bhakta, B Kundu - Energies, 2024 - mdpi.com
With the progress of modern times, automobile technology has become integral to human
society. At the same time, the need for energy has also grown. In parallel, the total amount of …

Taguchi optimization and thermoelectrical analysis of a pin fin annular thermoelectric generator for automotive waste heat recovery

W Yang, C **, W Zhu, Y Li, R Zhang, L Huang, C **e… - Renewable Energy, 2024 - Elsevier
Enhancing thermoelectric performance while minimizing exhaust back pressure is a crucial
step in advancing the commercial viability of automotive thermoelectric generators. To …

Multi-objective optimization of helical coil steam generator in high temperature gas reactors with genetic algorithm and response surface method

J Sun, R Zhang, M Wang, J Zhang, S Qiu, W Tian… - Energy, 2022 - Elsevier
High temperature gas reactors (HTGRs) have broad prospects in industry. The helical coil
steam generator, which plays an important role in energy conversion in HTGRs, is widely …

Artificial neural network enabled accurate geometrical design and optimisation of thermoelectric generator

Y Zhu, DW Newbrook, P Dai, CHK de Groot, R Huang - Applied Energy, 2022 - Elsevier
The ever-increasing demand for renewable energy and zero carbon dioxide emission have
been the driving force for the development of thermoelectric generators with better power …

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 …

Load prediction of integrated energy systems for energy saving and carbon emission based on novel multi-scale fusion convolutional neural network

Z Chen, W Zhao, X Lin, Y Han, X Hu, K Yuan, Z Geng - Energy, 2024 - Elsevier
The integrated energy system plays an important role in the energy conservation, emission
reduction and the resource-efficient utilization. Accurate load forecasting is a significant …

Geometric optimization for the thermoelectric generator with variable cross-section legs by coupling finite element method and optimization algorithm

Y Ge, K He, L **ao, W Yuan, SM Huang - Renewable Energy, 2022 - Elsevier
Recently, several kinds of variable cross-section legs have been reported to improve the
performance of thermoelectric generators (TEGs). This work further proposes an …

Thermo-mechanical optimization of thermoelectric generators using deep learning artificial intelligence algorithms fed with verified finite element simulation data

C Maduabuchi - Applied Energy, 2022 - Elsevier
The rising levels of global warming in the environment owing to emissions from fossil-fuel-
based engines has increased the search for efficient clean energy systems. Thermoelectric …

[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 optimization of a thermoelectric generator for automotive application using an improved whale optimization algorithm

R Quan, H Guo, D Liu, Y Chang, H Wan - Sustainable Energy & Fuels, 2023 - pubs.rsc.org
Due to the low conversion efficiency and limited figure of merit (ZT) of thermoelectric
modules (TEMs), the output power of thermoelectric generators (TEGs) should be improved …