Optimizing renewable energy integration: statistical models for grid stability and economic viability

This article explores advanced energy modeling techniques to optimize renewable energy integration and grid stability. We employ sophisticated mathematical formulations to develop models that predict energy output, grid stability, and economic impacts. By leveraging wind speed Weibull distribution and average power output data of 100 farm wind turbines with 2 MW capacity, we demonstrate the efficacy of these models and their potential to transform energy systems toward sustainability. The analysis demonstrated indicated a profitable mix when renewable energy is incorporated with sensitivity analysis for a net present value (NPV) showing positive under all consideration.

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Publication Details

Journal
Academia green energy.
Published
2025-04-24
DOI
https://doi.org/10.20935/acadenergy7430
Citations
2
Primary Topic
Integrated Energy Systems Optimization
Type
article
Field-Weighted Citation Impact
1.46
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article

Optimizing renewable energy integration: statistical models for grid stability and economic viability

E. Owusu-Ansah, Richard Kodzo Avuglah, Emmanuel Harris, Adwubi Yaa Kyere et al.
2 citations
Academia green energy.
Integrated Energy Systems Optimization
1.46
article

Optimizing renewable energy integration: statistical models for grid stability and economic viability

E. Owusu-Ansah, Richard Kodzo Avuglah, Emmanuel Harris, Adwubi Yaa Kyere, Bernard deGraft Amankwaa
article en
2 citations

Abstract

This article explores advanced energy modeling techniques to optimize renewable energy integration and grid stability. We employ sophisticated mathematical formulations to develop models that predict energy output, grid stability, and economic impacts. By leveraging wind speed Weibull distribution and average power output data of 100 farm wind turbines with 2 MW capacity, we demonstrate the efficacy of these models and their potential to transform energy systems toward sustainability. The analysis demonstrated indicated a profitable mix when renewable energy is incorporated with sensitivity analysis for a net present value (NPV) showing positive under all consideration.

Academia green energy.Vol. 2(2)
Kwame Nkrumah University of Science and Technology (GH)
Openalex Percentile: Top 18%
Integrated Energy Systems Optimization
1.46
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