Impact of Digitalization of the smart grids ????? (40-Second Read)
M. MAHAD MALIK, PHD(Power Engg)(Ongoing), MS(EPE), BS(ECE)
Smart Cities Energy Analytics | ML/AI Algorithms | Technical Writer | Sustainability
What causes generational and consumption inequalities? ??
?? There are generational and consumption differences when variable renewable energy sources (VRES) make up a larger part of the energy mix. This decreases the system's stability.
?? Sun irradiation and wind speed at wind turbines can affect the generating schedule.
?? These imbalances can induce frequency fluctuations and impact the supply's quality and stability.
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How can a multi-agent system (MAS) restore equilibrium to this situation? ??
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The MAS is a revolutionary method of energy management that makes it easier to modulate voltage and maintain system stability when weather and load conditions vary.
Using the intelligence of MAS, interconnected microgrids can manage energy more effectively and efficiently.
MAS uses algorithms to control peak-hour electricity generation, real-time communication, and enhanced power quality.
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What we accomplished: ??
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?? The proposed two-step technique may be utilized to create an optimum and efficient plan that balances energy output and consumption.
?? In the initial phase, historical data are analyzed to determine the optimal day-ahead scheduling for each energy source. In the second stage, generation and load are balanced while considering cost-effectiveness.