Regional power load prediction method and system
A technology of power load and forecasting method, which is applied in the field of regional power load forecasting method and system, can solve the problems such as the accuracy needs to be improved, and achieve the effect of balancing transmission and supply and improving forecasting accuracy
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
Method used
Image
Examples
Embodiment 1
[0070] Embodiment 1 provided by the present invention is an embodiment of a regional power load forecasting method provided by the present invention. This method is suitable for a network system in which a hydropower station supplies power to surrounding residential buildings. The power supply objects of the hydropower station are all residential buildings within a certain range. And the generating set of the hydropower station itself. Such as figure 2 Shown is the flow chart of the embodiment of a kind of regional power load forecasting method provided by the present invention, by figure 2 It can be seen that an embodiment of a regional power load forecasting method provided by the present invention includes:
[0071] Step 1, collecting the historical data of electric load in the corresponding collection area.
[0072] After the historical data is collected in step 1, the historical data is normalized:
[0073]
[0074] x i is the actual value of the power load at th...
Embodiment 2
[0116] Embodiment 2 provided by the present invention is an embodiment of a regional power load forecasting system provided by the present invention, such as image 3 Shown is a structural block diagram of an embodiment of a regional power load forecasting system provided by the present invention, consisting of image 3 It can be seen that an embodiment of a regional power load forecasting system provided by the present invention includes: a power data acquisition module 1 , a model forecasting module 2 and a hydropower station control module 3 .
[0117] The power data collection module 1 is used to collect historical power load data of a corresponding collection area.
[0118] Model forecasting module 2, establishes the RNN forecasting model for power load forecasting, uses the hybrid locust optimization algorithm to optimize the RNN forecasting model, and substitutes historical data into the RNN forecasting model to obtain the power load forecasting value of the collection ...
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