Energy internet super-real-time state research and judgment algorithm
An energy Internet, ultra-real-time technology, applied in the field of gateways, can solve problems such as the adverse effects of smooth network operation, crashes, and increased dynamic random volatility, to reduce troubleshooting overhead and energy costs, ensure real-time monitoring and control, reduce Effects of communication and processing delays
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0033] see Figure 1-3 , Embodiment 1: In the embodiment of the present invention, an energy Internet super real-time state research and judgment algorithm includes the following steps:
[0034] A. According to historical data, the data center counts the maximum value vmax, minimum value vmin and classification number n of each data, and transmits it to the edge computing device;
[0035] B. Edge computing devices and cloud platforms classify data into equal intervals based on data values. The association algorithm used can be Apriori or FP-growth, so that each data item of each piece of data is divided into a certain interval. Through Classify the data items in each interval into one category, and a piece of data can be regarded as a combination of various classified data;
[0036]C. When new data is collected, the data is first transmitted to the edge computing device, and all data items contained in the new data are classified based on the classification interval in step B...
Embodiment 2
[0048] Embodiment 2: On the basis of Embodiment 1, before the algorithm is run, it is necessary to obtain relevant historical data related to the operation of the Energy Internet state system, and determine the data classification interval based on its statistical characteristics.
[0049] According to the relevant data of the system status obtained in real time, after the edge computing device classifies the relevant data items, it performs correlation analysis with the historical data stored locally to obtain the relevant support and confidence, as well as the number of combinations of similar data items.
[0050] Based on the support and confidence, combined with other performance considerations, the edge device determines the data that needs to be processed locally and the data that needs to be transmitted to the cloud platform or adjacent edge computing devices for processing, and notifies the relevant parties to transmit and communicate in a timely manner. deal with.
[...
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