Recently, in the artificial intelligence competition of China General Nuclear Power Group, the "Intelligent Nuclear Vision" of Daya Bay Nuclear Power Technology and Information Management Department won the third prize of achievement type, the "R&D and application of equipment condition monitoring and early warning technology based on advanced pattern recognition technology" of the Equipment Management Department won the Achievement Excellent Work Award, and the "Intelligent Monitoring and Intelligent Decision-making of Fault Accidents" of the Training Department won the Potential Excellent Work Award.
The CGN Artificial Intelligence Competition is divided into two tracks: achievement and potential. Each member company of the Group has declared a total of 54 achievement works and 110 potential works, and 20 finalist achievement and potential works have been shortlisted.
"Intelligent Core Vision": AI empowers digital transformation
The project
Take advantage of artificial intelligence technology
Promote the nuclear power management business in Daya Bay
Gradually transform to automation and unmanned
Reduced power generation costs
Reduce the probability of equipment failure
Improve the efficiency of the company's operations
Project application overrides
Equipment detection and security protection
Personnel behavior, park management
Four major business categories
More than 50 typical business scenarios have been established
Pioneering creation
More than 20 exploratory development scenarios for AI algorithms
Apply an integrated video surveillance management platform
Video image intelligent analysis and recognition platform
AI algorithm training platform: three major technology platforms
The unified operation of base video data has been realized
In terms of equipment management, on-site work control, etc
play an important role
R&D and Application of Equipment Condition Monitoring and Early Warning Technology Based on Advanced Pattern Recognition Technology: Make monitoring more scientific and accurate
The project consists of:
Daya Bay Nuclear Power is jointly developed with Suzhou Thermal Engineering Research Institute
Solved the traditional monitoring mode
Failure prevention is not possible
The effectiveness of monitoring is overly dependent on the input of personnel themselves
and knowledge and skills
Make equipment condition monitoring more scientific and accurate
Help the unit to operate safely
The project has been established
Intelligent monitoring of important equipment of 6 units
There are more than 1,000 models
1 month after the model goes live
False positive rate less than 10%
"Intelligent Monitoring and Intelligent Decision-making of Fault Accidents": Digital Guarantee of Safe Production
The main features of the project
It is an auxiliary master controller
Parameters for complex and diverse nuclear power plant units
Carry out rapid diagnosis and analysis, fault identification and positioning
Intelligent monitoring and intelligent decision-making system
It replaces the traditional human-machine response mode
Dramatically reduce dependence on people
Equipment abnormalities can be detected in time
Accurately locate faults and give a course of action
Thus reducing human errors
Ensure timely intervention of abnormalities
With digital means
Ensure the safe and stable operation of the unit
Project members in the finals
Outstanding performance in the defense link, display and other links
After fierce competition
The 3 projects stood out
Congratulate!
Daya Bay Nuclear Power will continue to promote digital construction
Through digital transformation
Improve the efficiency of the power station
Reduce management costs
Contribute to the improvement of nuclear safety and quality
Strive to create a new situation in the construction of digital nuclear power
Editor丨Ni Li
Contributed by丨Zhang Fan, Department of Science and Technology Information and Management
Proofreading | Xuan Wei
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