Progress on Short Term Wind Power Forecasting Technology
نویسندگان
چکیده
منابع مشابه
Short and Mid-Term Wind Power Plants Forecasting With ANN
In recent years, wind energy has a remarkable growth in the world, but one of the important problems of power generated from wind is its uncertainty and corresponding power. For solving this problem, some approaches have been presented. Recently, the Artificial Neural Networks (ANN) as a heuristic method has more applications for this propose. In this paper, short-term (1 hour) and mid-term (24...
متن کاملShort and Mid-Term Wind Power Plants Forecasting With ANN
In recent years, wind energy has a remarkable growth in the world, but one of the important problems of power generated from wind is its uncertainty and corresponding power. For solving this problem, some approaches have been presented. Recently, the Artificial Neural Networks (ANN) as a heuristic method has more applications for this propose. In this paper, short-term (1 hour) and mid-term (24...
متن کاملshort and mid-term wind power plants forecasting with ann
in recent years, wind energy has a remarkable growth in the world, but one of the important problems of power generated from wind is its uncertainty and corresponding power. for solving this problem, some approaches have been presented. recently, the artificial neural networks (ann) as a heuristic method has more applications for this propose. in this paper, short-term (1 hour) and mid-term (24...
متن کاملShort-Term Wind Power Forecasting Using Gaussian Processes
Since wind has an intrinsically complex and stochastic nature, accurate wind power forecasts are necessary for the safety and economics of wind energy utilization. In this paper, we investigate a combination of numeric and probabilistic models: one-day-ahead wind power forecasts were made with Gaussian Processes (GPs) applied to the outputs of a Numerical Weather Prediction (NWP) model. Firstly...
متن کاملShort-Term Wind Speed Forecasting for Power System Operations
The emphasis on renewable energy and concerns about the environment have led to large-scale wind energy penetration worldwide. However, there are also significant challenges associated with the use of wind energy due to the intermittent and unstable nature of wind. High-quality short-term wind speed forecasting is critical to reliable and secure power system operations. This article begins with...
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ژورنال
عنوان ژورنال: Jixie gongcheng xuebao
سال: 2022
ISSN: ['0577-6686']
DOI: https://doi.org/10.3901/jme.2022.12.213