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Fig 1.

The original (a) and the logarithmic spiral (b) search models.

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Fig 1 Expand

Fig 2.

Flowchart for recommended Ls-AOA optimizer.

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Fig 3.

Equivalent circuit of SDM.

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Fig 4.

Equivalent circuit of DDM.

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Fig 5.

Equivalent circuit of TDM.

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Fig 6.

Parameter extraction process with the combination of Newton-Raphson method and Ls-AOA.

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Fig 6 Expand

Table 1.

The parameter bounds of SDM, DDM and TDM.

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Table 1 Expand

Table 2.

Estimated parameters of SDM with Ls-AOA.

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Table 2 Expand

Fig 7.

I-V curve characteristics of SDM.

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Fig 8.

P-V curve characteristics of SDM.

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Fig 9.

I-V curve characteristics of DDM.

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Fig 10.

P-V curve characteristics of DDM.

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Table 3.

Estimated parameters of DDM with Ls-AOA.

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Table 3 Expand

Fig 11.

I-V curve characteristics of TDM.

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Fig 11 Expand

Fig 12.

P-V curve characteristics of TDM.

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Fig 12 Expand

Table 4.

Estimated parameters of TDM with Ls-AOA.

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Table 4 Expand

Table 5.

Statistical performance of Ls-AOA for SDM, DDM and TDM.

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Table 5 Expand

Fig 13.

Convergence behavior of Ls-AOA.

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Fig 13 Expand

Table 6.

The average computation times of AOA and Ls-AOA for each run.

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Table 6 Expand

Table 7.

Numerical performance analysis of Ls-AOA with respect to other metaheuristic based approaches.

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Table 7 Expand