中国电力2025，Vol.58Issue(3)：142-150,9.DOI:10.11930/j.issn.1004-9649.202407038
调控领域人工智能应用的高复用性验证平台
High Reusability Verification Platform for Artificial Intelligence Applications in Power Grid Dispatching and Control Field
摘要
Abstract
In recent years,the trend of intelligent development in the field of power grid dispatching and control has been obvious.However,due to the black box nature of Artificial Intelligence(AI)technology itself,correctness and reliability verification is becoming increasingly important.Constructing a reusable supporting platform that can support verification of various AI models is particularly urgent.A three-layer verification platform architecture including infrastructure,platform services,and application services is thus proposed based on an analysis of the needs and issues.The operation mode of AI model validation under this architecture is analyzed,and the key technologies such as case and sample reusing,containerization and mirroring,as well as multi framework and algorithm integration are studied.Finally,the related development and implementation are also carried out.This platform has achieved unified management and reuse of computing power and data resources,compatibility with different AI frameworks and algorithm libraries,dynamic generation of verification scenarios,etc.,laying a foundation for the future promotion and application of AI technology in the field of power grid dispatching.关键词
电网调控/人工智能/机器学习/新型电力系统/信息通信技术/能量管理系统Key words
power grid dispatching and control/artificial intelligence(AI)/machine learning/new power system/information and communication technology(ICT)/energy management system(EMS)引用本文复制引用
高志远,庄卫金,李峰,于芳,张鸿,王艳,夏旻..调控领域人工智能应用的高复用性验证平台[J].中国电力,2025,58(3):142-150,9.基金项目
国家电网有限公司科技项目(5100-202255384A-2-0-ZN). This work is supported by Science and Technology Project of SGCC(No.5100-202255384A-2-0-ZN). （5100-202255384A-2-0-ZN）
