电力勘测设计Issue(1)：12-19,88,9.DOI:10.13500/j.dlkcsj.issn1671-9913.2026.01.002
基于人工智能的新型新能源智慧运营管控平台构建与应用研究
Research on the Construction and Application of an AI-Based Smart Operation and Control Platform for New-Type New Energy
李富 1徐华秒 1陈俊彬 1程正逢 2蔡雨松 2张中一 2王林 2罗壮强2
作者信息
- 1. 中国电力工程顾问集团有限公司,北京 100029
- 2. 中国电力工程顾问集团中南电力设计院有限公司,湖北 武汉 430071
- 折叠
摘要
Abstract
This paper addresses the challenges of decentralized new energy plant operations,inefficient cross-level scheduling,fragmented data silos,and insufficient accuracy in predictive analysis.Based on a three-tier collaborative architecture of"group-regional-field station",it integrates artificial intelligence(AI)technology to construct a cloud-edge-device intelligent collaboration platform for the smart operation and management of new energy.The platform employs data lake technology to achieve standardized data governance and builds a new energy operation dataset to support multi-level AI model training and application.It innovatively designs AI-driven multi-level business modules,including marketing management,equipment health,multi-energy coordination,and expert knowledge bases.Through the deep integration of multi-energy coordination and smart decision-making,the platform significantly enhances field-level intelligent operation and maintenance,strengthens regional predictive scheduling capabilities,and optimizes group-level resource allocation efficiency,providing technical support for the efficient operation of the new energy industry.关键词
人工智能/新能源运营数据集/多能协同/智慧决策Key words
artificial intelligence/new energy operation datasets/multi-energy collaboration/intelligent decision-making分类
能源科技引用本文复制引用
李富,徐华秒,陈俊彬,程正逢,蔡雨松,张中一,王林,罗壮强..基于人工智能的新型新能源智慧运营管控平台构建与应用研究[J].电力勘测设计,2026,(1):12-19,88,9.
