Does Seagull optimization algorithm improve power quality in grid-connected PV systems?

Power quality (PQ) is the prime constraint in grid-connected photovoltaic (PV) systems. In this paper, the reactive and active power controller is utilized with a three-phase grid-connected PV system to improve the PQ using seagull optimization algorithm (SOA).

How do seagulls attack migratory birds?

Seagulls typically attack migratory birds over the sea. This procedure is influenced by the natural structure of the spiral's activity during the attack. Figure 5 depicts a conceptual model of these characteristics. The Seagull Model for the Seagull Optimization Algorithm (SOA) is explained more below.

What is a seagull optimization algorithm (SOA)?

To overcome these complexities found in the PSO and ACO methods, the authors of 33 established a comprehensive bio-inspired approach for addressing computationally costly issues called the seagull optimization algorithm (SOA), which mimics the search and attack behaviors of seagulls in nature.

What is modified Seagull optimization algorithm (MSOA) based MPPT?

In 34, the authors present a Modified Seagull Optimization Algorithm (MSOA) based MPPT approach by incorporating Levy Flight Mechanism (LFM) and the formula for heat exchange in Thermal Exchange Optimization (TEO) into the original Seagull Optimization Algorithm (SOA).

Why does SOA consider solar energy a global optimizer?

Hence, exploration and exploitation have excellent potential, SOA considered this as a global optimizer. The ability of the PV system in power terms is distinguished by a maximum current modulus \ (I^ {\max }\) which can be formulated for the cause of limits of the power \ (P_ {\lim }\) and \ (Q_ {\lim }\), is defined as Eq. ( 37 ),

How do Seagulls search?

During exploitation, seagulls seek to make use of the search process's history and experience. In this phase, seagulls use their wings and weight to keep their height. During the iteration process, the search agents might update their locations about the best search agent.