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Keywords: artificial neural network
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Proceedings Papers

Proc. ASME. ES2022, ASME 2022 16th International Conference on Energy Sustainability, V001T10A003, July 11–13, 2022
Publisher: American Society of Mechanical Engineers
Paper No: ES2022-81146
... methodology (RSM) and artificial neural network (ANN). Optimization of the performance parameters was also carried out using multi-criteria decision-making methods (WASPA S and MOORA) for the first time. The RSM and ANN were employed in predicting the performance parameters such as CPKB fuel blends (FB) (0–20...
Proceedings Papers

Proc. ASME. ES2021, ASME 2021 15th International Conference on Energy Sustainability, V001T11A002, June 16–18, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ES2021-63850
... power losses. Therefore, forecasting the power output of PV panels is essential for the development of smart grids and smart metering techniques. In this study, a hybrid Artificial Neural Network (ANN) is developed to forecast the performance of a PV panel. The hybrid ANN is trained on the local weather...
Proceedings Papers

Proc. ASME. ES2019, ASME 2019 13th International Conference on Energy Sustainability, V001T14A003, July 14–17, 2019
Publisher: American Society of Mechanical Engineers
Paper No: ES2019-3925
... the preliminary results from the assessment of an approximation model for predicting non-uniform steady turbulent flows in a 3D domain, utilizing deep learning (DL) algorithms. In particular, the artificial neural network (ANN) approach uses most important variables data from currently CFD simulation results...