A completion method and a completion device for industrial monitoring data loss
A technology for monitoring data and industry, applied in the direction of electrical digital data processing, special data processing applications, digital data information retrieval, etc., can solve the problem of poor filling effect of data sets, achieve the effect of improving accuracy and reducing noise
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Example Embodiment
[0066] Example one
[0067] Such as figure 1 with figure 2 As shown, the method for complementing missing industrial monitoring data provided by the embodiment of the present invention includes:
[0068] Step 1. Obtain an original data set, where the original data set is an original industrial monitoring data set whose missing type is completely randomly missing;
[0069] Step 2: Construct an automatic encoder according to the acquired original data set; among them, when constructing the automatic encoder, noise is added to the input original data to retrain the automatic encoder, and the trained automatic encoder is used to realize the original data Upgrading and reducing the dimensionality of the feature vector;
[0070] Step 3: Build a generative model based on the acquired original data set;
[0071] Step 4: Combine the constructed automatic encoder with the generative model, and use the original data set to optimize the training of the combined model to obtain generated data simi...
Example Embodiment
[0192] Example two
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.
© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap