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Fig 1.

Diagram of SCA search mode.

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Fig 2.

Traditional SCO system with open loop representation.

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Fig 3.

Idea of SCO with BE.

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Fig 4.

System with considering open loop representation for SCO with BE.

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Fig 5.

Flowchart represents SCO+BE.

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Fig 6.

Studied cart system.

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Fig 7.

The DC motor’s armature circuit [1].

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Fig 8.

Block diagram illustrating the design of the used DC motor.

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Table 1.

Studded Values of system parameters.

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Table 2.

Studded electrical motor parameters maximum values.

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Fig 9.

Basic PV controller design.

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Fig 10.

Block schematic of the controller-equipped system.

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Table 3.

Parameters of SCO.

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Table 3 Expand

Fig 11.

The option of sum point movement.

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Fig 12.

Load disturbance.

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Fig 13.

The outcome of tunning PV controller using conventional SCO/SCO+BE in the event of a load disturbance.

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Fig 14.

The outcome of tunning PV controller using conventional Jaya+BE /SCO+BE in the event of a load disturbance.

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Table 4.

Time response parameters.

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Table 4 Expand

Fig 15.

The proposed system using digital MATLAB controller.

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Fig 16.

Experimental setup.

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Fig 17.

The outcome of tunning PV controller using conventional SCO in the event of a load disturbance.

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Fig 18.

The outcome of tunning PV controller using conventional SCO/SCO+BE in the event of a load disturbance.

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Table 5.

An optimization comparison between SCO and SCO + BE.

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Table 6.

Statistical analysis for I, SCO and SCO+BE.

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Fig 19.

Power flow chart of the studied microgrid.

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Fig 20.

Block diagram of the model of microgrid power system.

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Table 7.

Parameters of the studied micro-grid.

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Fig 21.

Reduced model of the studied microgrid.

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Fig 22.

Frequency deviation.

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Fig 23.

Diesel power deviation.

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Table 8.

Data of SCO.

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