Clustering-Based Energy Management of Residential Loads by using Artificial Intelligence

نویسندگان

چکیده

Developing countries have witnessed a remarkable surge in the energy crisis due to supply and demand gap. One of solutions overcome this problem is optimal use that can be achieved by employing side management (DSM) response (DR) methods intelligently. Machine learning data analysis tools help us create intelligent systems motivate machine implement DSM/DR programs. In paper, novel DSM algorithm introduced intelligently using artificial intelligence. The results show an efficient implementation neural network (ANN) along with management, whereas peak off-peak loads were normalized certain range where perfect agreement between reached.

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ژورنال

عنوان ژورنال: Engineering proceedings

سال: 2021

ISSN: ['2673-4591']

DOI: https://doi.org/10.3390/engproc2021012015