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Safety Risk Assessment of Electric Power Operation Site Based On Variable Precision Rough Set

Zhengwei Chang, Yuanshi Deng, Jie Wu, Xingzhong Xiong, Mingju Chen, Hong Wang, Xiaona Xie

2022Journal of Circuits Systems and Computers14 citationsDOI

Abstract

In order to improve the intelligent informatization level of electric power production safety and reduce the accidents, the paper constructs a dynamic perception scheme of electric power production site that utilizes multi-dimensional information such as personnel location, equipment status, and image information. This method uses a multi-sensor network to realize the real-time perception of the image and position information of dynamic power work objects, then uses object identification and intelligent analysis to acquire the dynamic factors. Static factors are selected through questionnaire and historical data, and variable precision fuzzy theory is used to calculate the weight of static factors at dynamic power operation sites. A comprehensive evaluation is established to perceive risk and estimate security probability based on static factors and dynamic scene information. The application system can present the situation of the operation scene, and then realize safety assessment and early warning of the dangerous situation in the case of dynamic power monitoring. This method can prevent safety accidents and enhance the overall safety of power operations.

Topics & Concepts

Identification (biology)Computer scienceRough setElectric powerVariable (mathematics)Power (physics)Reliability engineeringWarning systemSet (abstract data type)InformatizationElectric power systemFuzzy logicObject (grammar)Data miningReal-time computingComputer securityEngineeringArtificial intelligenceTelecommunicationsPhysicsMathematicsBiologyProgramming languageMathematical analysisQuantum mechanicsBotanyIndustrial Vision Systems and Defect DetectionTechnology and Security SystemsAdvanced Decision-Making Techniques
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