Wind power plant SCADA system based on big data cloud computing platform and running method of wind power plant SCADA system
A cloud computing platform, wind farm technology, applied in computing, transmission systems, electrical digital data processing and other directions, can solve the problems of insufficient data mining capacity, small quantity, complex system, etc., to improve data processing speed, increase processing speed, Elevated space effect
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0044] Select the voltage, current, frequency, voltage phase angle difference, current phase angle difference and other data sets suitable for cluster analysis in the telemetry reference table of a wind farm booster station, and call the 45 million records stored in the history server of the SCADA system Records are used as experimental data, which are divided into five groups of 1 million, 2 million, 5 million, 10 million, 18 million, 30 million and 45 million, the time consumption of different data volumes (as shown in Table 1), and the simulation results (such as Figure 4 shown).
[0045] Table 1 Time-consuming comparison of two algorithms with different data volumes
[0046]
[0047] By using different data volumes for experimental simulations and comparing the two curves, the following conclusions can be drawn. Compared with the standard K-Means algorithm, the data processing speed of the K-Means algorithm combined with the cloud computing platform after MapReduce is ...
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