Prediction method for insulator equivalent salt deposit density and non-soluble deposit density by least squares support vector machine and genetic algorithm
A technology of support vector machine and least squares, applied in the direction of measuring devices, instruments, scientific instruments, etc., can solve the problems of manual measurement of water consumption of ESDD data, troublesome operation, etc., and achieve simplified quadratic programming problems, fast learning speed, The effect of saving computing time
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment Construction
[0027] The realization principle of the insulator equivalent salt density and gray scale prediction method based on least squares support vector machine and genetic algorithm in the present invention is as follows: figure 1 As shown, the method mainly includes the following steps:
[0028] Step 1: Design an online leakage current monitoring system for counting changes in time-domain characteristic quantities of leakage current;
[0029] Step 2: Determine the input and output phasors of the least squares support vector machine prediction model and normalize the sample data;
[0030] Step 3: Determine the radial basis kernel function of the least squares support vector machine and the model performance evaluation index;
[0031] Step 4: Optimizing the prediction model of the least squares support vector machine by genetic algorithm.
[0032] Each step is described in further detail below:
[0033] Step 1: Design an online leakage current monitoring system for counting changes...
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