Wind Driven Optimization based Optimal Energy Management of Microgrid Impregnated with Renewable Energy Sources
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Date
2023-12-05
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Publisher
Algerian Journal of Renewable Energy and Sustainable Development
Abstract
The desire for increased dependability, high energy quality, reduced
cost, and a clean environment has led to a rise in the use of renewable
energy sources (RES) in recent years, such as solar energy and wind
energy. In this study, the optimal energy management (OEM)
problem of a microgrid (MG) infused with RES is solved through the
application of a nature-inspired meta-heuristic approach termed Wind
Driven Optimisation (WDO), which is based on atmospheric motion.
Our primary purpose is to minimise the nonlinear objective function
of an electrical microgrid, which is expressed by minimising the MG
operating cost while accounting for various operational limits related
to equality and inequality through the best possible OEM control
variable adjustment. A variety of DGs, including fuel cells (FC),
wind turbines (WT), photovoltaic systems (PV), micro turbines
(MT), and loads with energy storage systems (ESS), have been
studied and tested using the WDO approach on MG linked. The
outcomes show how the suggested strategy may effectively and
robustly tackle OEM problems in various operational circumstances,
which is encouraging. The suggested method's outcomes were
verified and compared to those of reputable references that were
recently published.