Supercharge Your Innovation With Domain-Expert AI Agents!

Space load prediction method and prediction system based on HPLC (High Performance Liquid Chromatography)

A technology of space load forecasting and load, applied in the field of HPLC-based space load forecasting method and forecasting system, can solve the problem of unpredictable load fine position distribution, etc., to achieve the effect of improving accuracy

Pending Publication Date: 2022-02-08
国网四川省电力公司营销服务中心
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the present invention is that it is impossible to predict the fine location distribution of the specific occurrence load, and the purpose is to provide an HPLC-based space load prediction method and prediction system, which can realize the search for the specific location corresponding to the occurrence load size

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Space load prediction method and prediction system based on HPLC (High Performance Liquid Chromatography)
  • Space load prediction method and prediction system based on HPLC (High Performance Liquid Chromatography)
  • Space load prediction method and prediction system based on HPLC (High Performance Liquid Chromatography)

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0052] This embodiment discloses a space load prediction method based on HPLC, such as figure 2 As shown, HPLC technology is a high-speed power line communication technology, and power line communication technology refers to a communication technology that uses power lines as a communication medium for data transmission. Since the power line is the most popular physical medium with the widest coverage, it is very convenient to use the power line to transmit data information. HPLC technology can realize high-frequency collection, high-speed transmission and synchronous storage of power consumption data, and can effectively improve the collection, transmission and storage capabilities of power consumption data in the process of space load forecasting, thereby improving the accuracy of space load forecasting . At the same time, HPLC technology can also realize the platform area identification function, that is, to identify the work area of ​​different HPLC networks, so that cel...

Embodiment 2

[0077] This embodiment discloses a space load forecasting system based on HPLC, such as figure 1 As shown, this embodiment is to realize the prediction method in Embodiment 1. The prediction system includes a data collection module, a data preprocessing module, a land use decision module, a load time-space distribution prediction module, and a matching system load prediction module.

[0078] A data collection module, configured to obtain first data, and divide the first data into n cells based on the HPLC unit, where the first data is user electricity consumption data collected based on the HPLC unit in the load area to be predicted;

[0079] The data collection module includes a smart meter and an HPLC unit, and the HPLC unit is used to collect electricity consumption data on the smart meter.

[0080] The data preprocessing module includes a data storage unit and a data anomaly diagnosis unit, the data storage unit is used to store the first data, and the data anomaly diagnos...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a spatial load prediction method and prediction system based on HPLC. The method comprises the following steps: acquiring first data, and dividing the first data into n cells based on an HPLC unit; performing data processing on each cell to obtain second data; processing the second data by adopting a support vector machine method to obtain the usable area, the load density and the land use score of each cell; on the basis of the land use score and the load density of each cell, carrying out calculating to obtain space-time distribution of each cellular load; and based on the spatial and temporal distribution of each cellular load, carrying out calculating to obtain the system load of a load area to be predicted. The invention has the following beneficial effects: the acquisition, transmission and storage capabilities of the power consumption data in a space load prediction process are effectively improved, and the accuracy of space load prediction is improved.

Description

technical field [0001] The invention relates to the technical field of electric load forecasting, in particular to an HPLC-based space load forecasting method and a forecasting system. Background technique [0002] Scientific prediction is the basis and guarantee for correct decision-making. Load forecasting is a traditional research problem in the field of power system. It refers to exploring the internal relationship and development changes between things based on the known power system, economy, society, meteorology, etc., through the analysis and research of historical data. According to the law, the load development can be pre-estimated and predicted. Load forecasting is the basic work of power system planning, planning, power consumption, dispatching and other departments, and its importance has long been recognized by people. [0003] With the transformation of power system management from extensive to lean, traditional load forecasting can no longer meet the requir...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06Q10/04G06Q50/06G06K9/62G06N20/10H02J3/00
CPCG06Q10/04G06Q50/06G06N20/10H02J3/003G06F18/2411
Inventor 王韬刘丽娜李锐超申杰李方硕龙海莲罗银康吴勇冯军
Owner 国网四川省电力公司营销服务中心
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com