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Table 1.

Comparison of MPPT methods.

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Fig 1.

Photovoltaic array module.

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Fig 1 Expand

Fig 2.

Equivalent Model of Photovoltaic Cell.

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Table 2.

Specifications of Photovoltaic Panels.

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Table 2 Expand

Fig 3.

The I-U/P-U characteristic curve of the photovoltaic module.

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Fig 3 Expand

Fig 4.

Solar P-V output characteristic curves under normal lighting conditions and partial shading conditions.

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Fig 5.

Solar I-V output characteristic curves under normal lighting conditions and partial shading conditions.

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Fig 5 Expand

Fig 6.

Hierarchical refinement of the model diagram.

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Fig 6 Expand

Fig 7.

Optimized Code Diagram.

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Fig 8.

Flowchart of the Principle of the Detailed Hierarchical Population Algorithm.

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Fig 9.

Flowchart of the refined hierarchical population algorithm.

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Table 3.

Test Component Parameters.

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Table 3 Expand

Table 4.

Comparison Table of Algorithm Parameter Settings.

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Table 4 Expand

Fig 10.

Simulation Model Diagram.

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Fig 11.

Laboratory System.

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Table 5.

Results of Uniform Illumination Test.

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Fig 12.

Uniform illumination power tracking curve graph.

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Fig 13.

Uniformly illuminated part enlarged power tracking curve graph.

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Fig 14.

Sun radiation intensity variation graph.

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Table 6.

The test results of sudden changes in irradiance levels.

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Fig 15.

Lighting mutation power tracking curve graph.

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Fig 16.

Lighting mutation part enlarged power tracking curve graph.

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Fig 17.

Sun radiation intensity variation graph.

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Fig 17 Expand

Table 7.

The test results of sudden changes in temperature levels.

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Fig 18.

Lighting mutation power tracking curve graph.

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Fig 18 Expand

Fig 19.

Lighting mutation part enlarged power tracking curve graph.

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Fig 19 Expand

Table 8.

Shadow Illumination Test Results Table.

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Table 8 Expand

Fig 20.

Shadow condition power tracking curve graph.

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