Proceedings of the 2023 3rd International Conference on Artificial Intelligence, Automation and Algorithms
Accurate energy consumption prediction can provide insights to make better informed decisions on ... more Accurate energy consumption prediction can provide insights to make better informed decisions on energy purchase and generation. It also can prevent overloading and make it possible to store energy more efficiently. In this work, we propose a new deep learning model to predict the household energy consumption. In the new model, we employ differential evolution (DE) algorithm to automatically determine the optimal architecture of the deep neural network. The energy prediction results are presented and analyzed to show the effectiveness of the deep neuroevolution model constructed.
Proceedings of the 2023 3rd International Conference on Artificial Intelligence, Automation and Algorithms
Accurate energy consumption prediction can provide insights to make better informed decisions on ... more Accurate energy consumption prediction can provide insights to make better informed decisions on energy purchase and generation. It also can prevent overloading and make it possible to store energy more efficiently. In this work, we propose a new deep learning model to predict the household energy consumption. In the new model, we employ differential evolution (DE) algorithm to automatically determine the optimal architecture of the deep neural network. The energy prediction results are presented and analyzed to show the effectiveness of the deep neuroevolution model constructed.
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Papers by zishan khan