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Dataset in support of the article 'Artificial neural network enabled photovoltaic-thermoelectric generator modelling and analysis'

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DataCite Commons2024-09-11 更新2025-04-17 收录
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https://eprints.soton.ac.uk/493632/
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资源简介:
This is the dataset for article Artificial neural network enabled photovoltaic-thermoelectric generator modelling and analysis. Dataset contains The dataset of figure plot in the journal article Y Zhu et al (2024) 'Artificial neural network enabled photovoltaic-thermoelectric generator modelling and analysis' Case Studies in Thermal Engineering, 61, 105053. https://github.com/LorewalkerZYX/Photovoltaic-TEG-Project is the code for Chapter 7 of the related thesis. The github links include the TEG ANN training code, PV ANN training code, ANN sweep parameter code and the ANN-GA code. Also include the trained file and original dataset of ANN training.

本数据集对应学术论文《基于人工神经网络(Artificial Neural Network, ANN)的光伏-热电发电机建模与分析》。本数据集包含Y Zhu等人2024年发表于《热工程案例研究》(Case Studies in Thermal Engineering)第61卷、论文编号为105053的同名期刊论文中所有配图对应的原始数据集。相关学位论文第7章的配套代码已上传至GitHub仓库:https://github.com/LorewalkerZYX/Photovoltaic-TEG-Project。该仓库涵盖热电发电机(Thermoelectric Generator, TEG)人工神经网络训练代码、光伏(Photovoltaic, PV)人工神经网络训练代码、人工神经网络参数扫描代码以及人工神经网络-遗传算法(ANN-GA)混合代码,同时附带人工神经网络训练所用的训练好的模型文件与原始数据集。
提供机构:
University of Southampton
创建时间:
2024-09-11
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