Demand Side Control for Energy Saving in Renewable Energy Resources Using Deep Learning Optimization

Shekhar, Himanshu; Bhushan Mahato, Chandra; Kumar Suman, Sanjay; Singh, Satyanand; Bhagyalakshmi, L.; Prasad Sharma, Mahendra; Laxmi Kantha, B.; Helan Vidhya, T.; Kumar Agraharam, Siva; Rajaram, A.

doi:10.1080/15325008.2023.2246463

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Demand Side Control for Energy Saving in Renewable Energy Resources Using Deep Learning Optimization

Published in Electric Power Components and Systems • Aug 22, 2023

Authors:

Himanshu Shekhar

Chandra Bhushan Mahato

Sanjay Kumar Suman

Abstract

AbstractConvolutional neural networks a type of deep learning technology, are used for forecasting future power usage. The mean absolute error, mean square error, root mean square error, and mean constant percentage error are used to evaluate the performance of the models. These metrics are used to ...

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Subject

Renewable energy

Demand side

Environmental economics

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