Sensor intelligent data reconstruction method and system
A data reconstruction and data reconstruction model technology, applied in the field of data processing, can solve problems such as insufficient robustness, false triggering of automatic actions, control system refusal or misoperation, etc., to improve safety and stability, reduce Construction cost, effect of reducing the number of configurations
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0046] In order to facilitate the expression of the technical solution disclosed in the present invention, the set K is defined as a set of sensors (hereinafter referred to as “reconstructed sensors”) that need to be reconstructed. Under different unit operating conditions, each data reconstruction sensor has a corresponding data reconstruction model. In this embodiment, the data reconstruction model is trained based on the Auto-Association Kernel Regression Algorithm (AAKR). By bringing the sensor measurement data normally operated under a certain working condition into the data reconstruction model for model training, we can obtain the required data reconstruction model. like figure 1 As shown, the input of the reconstruction model of sensor X is the real-time measurement data of relevant sensors under corresponding working conditions, and the output is the reconstruction value of sensor X.
[0047] like figure 2 Shown, a kind of sensor intelligent data reconstruction me...
Embodiment 2
[0083] A sensor intelligent data reconstruction system according to the present invention includes a model operation condition judgment module, a sensor state detection module and a data reconstruction module.
[0084] The model operation condition judgment module is used to judge whether the operation condition of the data reconstruction model is met. If the operation condition of the data reconstruction model is met, the subsequent data reconstruction step will be continued, otherwise the data reconstruction step will be suspended and wait for the next judgment cycle Continue to judge whether the operation conditions of the data reconstruction model are met.
[0085] The sensor state detection module is used to detect the sensor state and determine whether the detection result is abnormal. If the sensor state detection shows that the detection result is abnormal, continue to the subsequent data reconstruction step. If the sensor state detection shows that the detection result...
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