Prediction method of LSSVM non-Gaussian fluctuating wind speed
A technology of pulsating wind speed and prediction method, which is applied in special data processing applications, instruments, electrical digital data processing, etc., and can solve problems such as prediction accuracy and speed defects of prediction models
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0063] The implementation of the present invention will be further described in detail below in conjunction with the accompanying drawings.
[0064] The present invention adopts the LSSVM whose kernel function is a radial basis function, and then uses a mixed method of GA and ACO to quickly select the best combination of kernel function parameter σ and regularization parameter C. The genetic algorithm starts to search from the string set. It has a large coverage and a strong global optimization ability, but it is easy to converge prematurely and fall into a local optimum. domain of existence. The optimal solution area determined by the genetic algorithm is used to initialize the ant colony algorithm, and then the ant colony algorithm is used to perform a small-step local search in the optimal ant neighborhood to find the optimal parameter combination of the algorithm, and the LSSVM non-Gaussian fluctuating wind speed prediction method is established. The LSSVM non-Gaussian fl...
PUM
Abstract
Description
Claims
Application Information
- R&D Engineer
- R&D Manager
- IP Professional
- Industry Leading Data Capabilities
- Powerful AI technology
- Patent DNA Extraction
Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com