T/CES 247-2023 Industrial AI Visual Online Detection System Technical Specification for Power Transmission Lines
T/CES 247-2023 Industrial AI Visual Online Detection System Technical Specification for Power Transmission Lines
Basic Information
Scope
Scope: This standard specifies the basic structure, functional requirements, and performance requirements of industrial AI vision online detection systems for transmission lines, and describes the corresponding testing methods. This standard applies to the planning, design, and implementation of industrial AI vision online detection systems with equipment detection and environmental detection functions in the field of transmission line inspection; Main technical content: This standard specifies the basic structure, functional requirements, and performance requirements of industrial AI vision online detection systems for transmission lines, and describes the corresponding testing methods. (1) Terms and definitions include the definitions of correct detection, false detection, missed detection, system detection speed, positioning accuracy, abnormal identification accuracy, type identification accuracy, and meter reading identification accuracy. (2) Abbreviations include the full English names and abbreviations of related terms in the fields of artificial intelligence, gigabit Ethernet, trade-off ratio, Joint Photographic Experts Group, average accuracy, portable network graphics, and transmission control protocol. (3) Basic structure: The basic architecture of industrial AI vision online detection systems for transmission lines includes four components: image acquisition module, AI image processing module, operation and maintenance management module, and application service module. These components cooperate with each other by acquiring digital image signals of power equipment and surrounding environments from transmission lines, using AI models to identify abnormal situations, and feeding the identification results back to the transmission line inspection system. (4) Functional requirements: The functional requirements of the image acquisition module, AI image processing module, operation and maintenance management module, and application service module a