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Table 2 The classification of EV loads uncertainty modeling methods

From: Planning of distributed renewable energy systems under uncertainty based on statistical machine learning

References

Types of EVs

Modeling methods

Probability statistics

Machine learning

MCS

LHS

UT

Copula

3-Dim KDE

Travel chain

Markov chain

RBF

GBM

RF

DL

Multi-agent technology

[64,65,66,67]

Private

√

           

[68]

Private

  

√

         

[69]

Taxi

√

           

[71]

Private

 

√

          

[70]

Taxi

 

√

          

[72,73,74,75,76]

Private

   

√

        

[77]

Private

    

√

       

[78,79,80,81]

Private

     

√

      

[82,83,84]

Private

      

√

     

[85, 86]

Taxi

      

√

     

[87, 88]

Private

         

√

  

[89]

Private

        

√

   

[90]

Private

       

√

    

[91,92,93]

Private

          

√

 

[94, 95]

Taxi

           

√