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Fig 1.

GESS diagram of the study.

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Fig 2.

Schematic diagram of GESS coupled with wind-fire hybrid power plant.

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Fig 3.

Block diagram of GESS capacity optimization model.

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Fig 4.

W-GOA, GOA, PSO iteration curves.

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Fig 5.

W-GOA flow chart.

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Fig 6.

IEEE-30 node simulation system diagram.

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Fig 7.

Daily load vs. wind PV output curve.

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Fig 8.

Optimized quantitative indicators for each.

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Table 1.

Different energy capacity ratio scenarios.

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Table 2.

The best installation capacity of pump storage.

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Fig 9.

Comparison of network load profiles before and after optimization.

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Fig 10.

Optimal output of new energy units and wind and solar energy consumption.

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Fig 11.

Optimal charging and discharging power of the energy storage plant and the amount of power stored in each time period.

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Table 3.

Statistical results of total cost (¥) for different scenarios (30 runs).

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Table 3 Expand