Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Power monitoring system based on big data fusion model

A fusion model and power monitoring technology, applied in the field of power systems, can solve problems such as low power management efficiency, high operation and maintenance costs, low security and reliability of power monitoring systems, and achieve strong scalability and improve modern management horizontal effect

Active Publication Date: 2021-06-29
衍博集团有限公司
View PDF11 Cites 3 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] At present, the safety and reliability of the power monitoring system are not high, the efficiency of power consumption management is low, and the operation and maintenance costs are high

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
  • Power monitoring system based on big data fusion model
  • Power monitoring system based on big data fusion model
  • Power monitoring system based on big data fusion model

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0070] figure 1 It is a system architecture diagram of the present invention. Such as figure 1 As shown, the present invention provides a kind of electric power monitoring system based on big data fusion model, and described system comprises:

[0071] A field device layer, the field device layer adopts an industrial field bus, connects the intelligent devices of the field device layer to form a network, and collects field data through the intelligent devices of the field device layer.

[0072] Communication management layer, which collects data and information, converts communication protocols, and receives and transmits instructions;

[0073] The system management layer displays, analyzes and stores the collected data.

[0074] Specifically, the system adopts an architecture design that combines overall and distributed, and is designed according to different functions and modules. The entire system is divided into three layers: field device layer, communication management ...

Embodiment 2

[0115] The present invention also provides a power monitoring system based on a big data fusion model, the system includes a processor and a memory, and the processor is configured to execute instructions stored in the memory to achieve the following operations:

[0116] Controlling the smart devices at the field device layer to collect on-site data, wherein the field device layer adopts an industrial field bus, and connects the smart devices at the field device layer to form a network;

[0117] Control the communication management layer to collect data and information, convert communication protocols, and receive and transmit instructions;

[0118] The management of the control system displays, analyzes and stores the collected data;

[0119] Wherein, the system management layer uses the CoxPH algorithm based on deep learning to extract the feature value of the received data, including:

[0120] Define the model hazard function: (1)

[0121] It satisfies: Constant= (2...

Embodiment 3

[0133] The present invention also provides a computer-readable storage medium, the computer-readable storage medium stores computer-executable instructions, and the computer-executable instructions implement the following operations when executed by a processor:

[0134] Controlling the smart devices at the field device layer to collect on-site data, wherein the field device layer adopts an industrial field bus, and connects the smart devices at the field device layer to form a network;

[0135] Control the communication management layer to collect data and information, convert communication protocols, and receive and transmit instructions;

[0136] The management of the control system displays, analyzes and stores the collected data;

[0137] Wherein, the system management layer uses the CoxPH algorithm based on deep learning to extract the feature value of the received data, including:

[0138] Define the model hazard function: (1)

[0139] It satisfies: Constant= (2...

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 relates to an electric power monitoring system based on a big data fusion model. The system is divided into three layers: a field equipment layer, a communication management layer and a system management layer. The system adopts a CoxPH algorithm based on deep learning to perform characteristic value extraction on received data, and can complete various practical functions such as switch state monitoring, analog quantity acquisition, comprehensive protection monitoring, remote control, alarm management, curve bar graph analysis, report generation, statistics printing, user management, accident recall and the like. The power utilization reliability is enhanced, the power utilization management efficiency is improved, the power supply quality is improved, and the operation and maintenance cost is reduced.

Description

technical field [0001] The invention relates to the technical field of power systems, in particular to a power monitoring system based on a big data fusion model. Background technique [0002] With the development of social economy, the improvement of production automation, the liberation of labor force and the improvement of life quality, a large number of electric energy driven equipment is put into production and life, and people's dependence on electricity is getting higher and higher. The reliability and continuity of power supply has become one of the important issues concerned by the whole society. Since the power supply system has the particularity of simultaneous generation and consumption, effective monitoring of the entire power supply process is an important means to ensure the reliability and continuity of power supply. [0003] In the past, there were many difficulties in realizing automation due to many faults in the power distribution network and the large n...

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): G05B19/042
CPCG05B19/0423G05B2219/21063
Inventor 宋光红
Owner 衍博集团有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products