Application of Machine Learning for Optimal Placement of Distributed Generation

Shah Mohazzem Hossain,Md. Saif Hassan Onim, Sagor Biswas,Abdul Hasib Chowdhury

2021 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD)（2021）

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摘要

Inappropriate placement of distributed generation (DG) can cause bus voltage profile deterioration and augmentation of active power loss due to high R/X ratio of the distribution lines. In this paper, a machine learning-based scheme is proposed for optimal positioning of DG units in the bus of a distribution network to lessen the active power losses and enhance the bus voltage profile in a notewor...

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关键词

Computational modeling,Machine learning,Tools,Distributed power generation,Mathematical model,Sustainable development,Load modeling

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