Energy Production Assessment of Intermittent Renewable Generation Projects from a Stochastic Perspective

In response to Ecuador’s ongoing energy crisis, it is essential to explore solutions such as incorporating renewable energy projects into the system. This article presents a novel methodology to evaluate the energy impact of integrating intermittent renewable energy sources into the operation of power systems from a stochastic perspective, applied to the Yanahurcu wind farm project of 52.8 MW installed capacity. Using historical wind data from reanalysis databases, the wind resource is modeled using a Histogram-Based Gaussian Space Correlation Model. Afterwards, the wind farm modeling enables simulations to be run for a variety of case studies within SimSEE software, version 127.263. The results indicate that the methodology is effective, showing that the wind farm could match Ecuador’s current annual wind energy production.

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Published
2024-11-18
DOI
https://doi.org/10.3390/engproc2024077020
Primary Topic
Integrated Energy Systems Optimization
Type
article
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article

Energy Production Assessment of Intermittent Renewable Generation Projects from a Stochastic Perspective

Jaime Cepeda, Nilo Quirola
Integrated Energy Systems Optimization
article

Energy Production Assessment of Intermittent Renewable Generation Projects from a Stochastic Perspective

Jaime Cepeda, Nilo Quirola
article en

Abstract

In response to Ecuador’s ongoing energy crisis, it is essential to explore solutions such as incorporating renewable energy projects into the system. This article presents a novel methodology to evaluate the energy impact of integrating intermittent renewable energy sources into the operation of power systems from a stochastic perspective, applied to the Yanahurcu wind farm project of 52.8 MW installed capacity. Using historical wind data from reanalysis databases, the wind resource is modeled using a Histogram-Based Gaussian Space Correlation Model. Afterwards, the wind farm modeling enables simulations to be run for a variety of case studies within SimSEE software, version 127.263. The results indicate that the methodology is effective, showing that the wind farm could match Ecuador’s current annual wind energy production.

National Polytechnic School (EC)
Affordable and clean energy
Openalex Percentile: Top 82%
Integrated Energy Systems Optimization
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