Development of an Advanced Optimization and Optimal Control Mathematical Model for Energy Efficient Operations of Renewable Energy.
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Date
2023
Authors
Niyonkuru, Venant
Journal Title
Journal ISSN
Volume Title
Publisher
IJRS
Abstract
The potential for developing energy-efficient
operations for renewable energy systems has
increased with the expansion of renewable
energy sources. As a result, creating advanced
optimization and optimum control mathematical
models will be necessary to handle the
difficulties related to their integration into the
grid. This study develops an enhanced
optimization and optimal control model for the
energy-efficient operation of renewable energy
systems based on photovoltaic (PV) and
hydropower. The created model takes into
account the economic element while integrating
an optimization method to address the energy
management issue of PV systems. PV system
operation is optimized taking into account a
variety of operational restrictions using
economic objectives like profit maximization
and cost minimization. To further simplify
energy balancing and lower risk, a hydropower
energy system is also taken into consideration.
Furthermore, by forecasting the ideal PV output
and hydropower generation for various
economic purposes, a dynamic optimum control
approach is created to discover the best
operational strategy for the systems. Case
studies are used to evaluate this sophisticated
optimization and optimum control model, and
the findings show how effective it is at lowering
operating expenses for the operation of
renewable energy systems in an energy-efficient
manner.
Description
Article
Keywords
Advanced Optimization, Optimization Techniques, Control Strategies, Energy Management, Optimal control, Mathematical model, Energy-efficient operations, Renewable energy
Citation
Niyonkuru, V. (2023). Development of an Advanced Optimization and Optimal Control Mathematical Model for Energy Efficient Operations of Renewable Energy. International Journal of Research and Review.