Performance Analysis of Regression and Artificial Neural Network Schemes for Dynamic Model Reduction of Power Systems

Lahiru Aththanayake,Apel Mahmud,Nasser Hosseinzadeh,Ameen Gargoom

2021 3rd International Conference on Smart Power & Internet Energy Systems (SPIES)（2021）

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摘要

The performance of regression and artificial neural network schemes is evaluated for dynamic model reduction of power systems. The evaluation criterion is based on the goodness of fit in each reduced model with respect to the original model. Multiple linear regression, polynomial regression, and support vector are used as regression models while a Feedforward Artificial Neural Network with differe...

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关键词

Training,Support vector machines,Simulation,Power system dynamics,Linear regression,Artificial neural networks,Machine learning

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