The machine-recognition technology path of standard digital transformation in the field of smart energy

李文文; 李颜若玥

doi:10.11930/j.issn.1004-9649.202506055

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The machine-recognition technology path of standard digital transformation in the field of smart energy

更新时间：2026-02-03

- The machine-recognition technology path of standard digital transformation in the field of smart energy
- Vol. 59, Issue 1, Pages: 57-65(2026)
- 作者机构：
  
  中国计量科学研究院,北京,100029
- 作者简介：
- 基金信息：
- DOI：10.11930/j.issn.1004-9649.202506055
  CLC：
- Published Online：13 January 2026，
  
  Published：13 January 2026
- 稿件说明：
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李文文, 李颜若玥. 智慧能源领域标准数字化转型可识别技术路径[J]. 中国电力, 2026, 59(1): 57-65.

李文文, 李颜若玥. The machine-recognition technology path of standard digital transformation in the field of smart energy[J]. 2026, 59(1): 57-65.
李文文, 李颜若玥. 智慧能源领域标准数字化转型可识别技术路径[J]. 中国电力, 2026, 59(1): 57-65. DOI： 10.11930/j.issn.1004-9649.202506055.

李文文, 李颜若玥. The machine-recognition technology path of standard digital transformation in the field of smart energy[J]. 2026, 59(1): 57-65. DOI： 10.11930/j.issn.1004-9649.202506055.

摘要

智慧能源是能源革命、行业转型的重要方向，其标准化为能源领域技术进步、产业发展提供有力支撑。数字经济时代，标准数字化转型成为大势所趋。针对智慧能源领域标准，研究建立“通用标准信息模型建立、可扩展标签集映射规则创建、标准格式转化、验证平台可识别层级验证评价、标准优化反馈”关键环节环环相扣的可识别技术路径，选取智慧能源领域4个国际标准进行技术路径实践，聚焦标准数字化转型中标准结构、要素和内容的成熟度和适用度进行评价，为智慧能源领域的标准数字化初级阶段转型提供可行技术路径，为相关领域的标准数字化研究和实践提供重要参考。

Abstract

Smart energy is one of the most important directions of energy revolution and transformation. Its standardization can provide strong support for technology advancement and industrial development in energy field. In the context of the overarching trend of digital development

the digital transformation of standards has also become an inevitable trend. This paper conducted research on machine-recognition technology pathways for the digital transformation of standards in the field of smart energy. A pathway was established

which includes the development of a general standard information model

the creation of extensible label set mapping rules

standard format conversion

verification and evaluation using the verification tool

and standard optimization feedback. Four international standards of smart energy were selected for practical implementation. The transformation and validation of the identifiable levels of these four standards were completed

and the maturity and applicability of the identifiable levels were evaluated. The results show that the maturity and applicability of the identifiable levels of the four standards are high. This study provides a feasible technology pathway for the initial stage of digital transformation of standards in the smart energy field and serves as an important reference for standard digitalization research and practice in related fields.

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references

1李明, 黄荣, 刘星恒, 等. 我国智慧能源产业标准化工作现状[J]. 中国质量与标准导报, 2017 (6): 62- 65.

LI Ming, HUANG Rong, LIU Xingheng, et al. The current situation of the standardization work of China's smart energy industry[J]. China Quality and Standards Review, 2017 (6): 62- 65.

2张楠, 郭庆雷, 杜哲, 等. 面向分布式新能源聚合交易的可信合约化交易模型[J]. 中国电力, 2025, 58 (9): 205- 218.

ZHANG Nan, GUO Qinglei, DU Zhe, et al. A trusted contract-based trading model for distributed new energy aggregation trading[J]. Electric Power, 2025, 58 (9): 205- 218.

3叶远波, 王吉文, 孙振兴, 等. 分区协同下适应新一代智能变电站的通信链路故障定位方法[J]. 中国电力, 2025, 58 (9): 79- 87.

YE Yuanbo, WANG Jiwen, SUN Zhenxing, et al. Communication link fault localization method adapted to new smart substations under partition collaboration[J]. Electric Power, 2025, 58 (9): 79- 87.

4王杰, 徐立军, 李笑竹, 等. 计及灵活性不足风险的配电网智能软开关与多类型共享储能协调优化[J]. 发电技术, 2025, 46 (4): 758- 767, 634.

WANG Jie, XU Lijun, LI Xiaozhu, et al. Coordinated optimization of intelligent soft open points and multiple types of shared energy storage in distribution networks considering flexibility deficiency risk[J]. Power Generation Technology, 2025, 46 (4): 758- 767, 634.

5陈卫东, 孙乐平, 吴晓锐, 等. 大脑情绪学习驱动的光储直柔接入配电网智能控制策略[J]. 中国电力, 2025, 58 (8): 23- 30.

CHEN Weidong, SUN Leping, WU Xiaorui, et al. Intelligent control strategy for PEDF accessed in distribution system driven by brain emotion learning[J]. Electric Power, 2025, 58 (8): 23- 30.

6郑瑛, 黄辉, 戚奇峰, 等. 基于点对点交易的智能楼宇电能优化调度[J]. 浙江电力, 2024, 43 (11): 123- 132.

ZHENG Ying, HUANG Hui, QI Qifeng, et al. Optimal scheduling of electrical energy in smart buildings based on peer-to-peer transactions[J]. Zhejiang Electric Power, 2024, 43 (11): 123- 132.

7周洋, 黄德志, 李培栋, 等. 考虑平衡端点相位不对称及光伏接入的低压配电网三相潮流模型[J]. 中国电力, 2024, 57 (10): 190- 198.

ZHOU Yang, HUANG Dezhi, LI Peidong, et al. A three-phase power flow model for low-voltage distribution networks considering balanced bus phase asymmetry and photovoltaic access[J]. Electric Power, 2024, 57 (10): 190- 198.

8汉鹏武, 朱科, 侯景. 标准知识图谱构建方法及其应用研究[C]//第五届体系工程学术会议——数智时代的体系工程论文集. 西宁, 2023: 235-241.

9方思怡. 基于数据和大模型的标准数字化思考[J]. 质量与标准化, 2025, 44 (4): 22- 24.

10陈银龙, 韩玉坤, 杨济如. 标准数字化应用场景与服务模式研究[J]. 中国标准化, 2025 (4): 28- 32.

CHEN Yinlong, HAN Yukun, YANG Jiru. Research on application scenarios and service modes of standards digitization[J]. China Standardization, 2025 (4): 28- 32.

11张峰, 姜继双, 李超, 等. 基于GHGP标准体系的输变电工程建设碳排放量化分析[J]. 中国电力, 2025, 58 (4): 205- 215.

ZHANG Feng, JIANG Jishuang, LI Chao, et al. Quantitative analysis of carbon emission from power transmission and transformation projects based on GHGP standard system[J]. Electric Power, 2025, 58 (4): 205- 215.

12贺馨仪, 董明, 孙歆, 等. 标准数字化应用框架设计及其设备侧领域实践[J]. 中国电力, 2024, 57 (11): 78- 87.

HE Xinyi, DONG Ming, SUN Xin, et al. The design of standard digital application framework and its field practice on device side[J]. Electric Power, 2024, 57 (11): 78- 87.

13王宏, 宋禹飞, 刘润鹏, 等. 虚拟电厂标准化现状与需求分析[J]. 浙江电力, 2024, 43 (5): 1- 9.

WANG Hong, SONG Yufei, LIU Runpeng , et al. Current status and demand analysis of virtual power plant standardization[J]. 浙江电力, 2024, 43 (5): 1- 9.

14陈胜, 张洪略, 夏天, 等. 考虑TCPS考核约束的AGC机组动态优化模型[J]. 中国电力, 2024, 57 (8): 145- 151.

CHEN Sheng, ZHANG Honglue, XIA Tian, et al. Dynamic optimization model of AGC units considering TCPS assessment constraints[J]. Electric Power, 2024, 57 (8): 145- 151.

15高志远, 曹阳, 邵平, 等. 电力市场领域标准现状和未来发展需求分析[J]. 浙江电力, 2025, 44 (9): 117- 125.

GAO Zhiyu, CAO Yang, SHAO Ping, et al. Analysis of current status and future standard development requirements in electricity market sector[J]. Zhejiang Electric Power, 2025, 44 (9): 117- 125.

16王思宁, 高秉强, 夏保冰, 等. 面向新型电力系统的机器可读标准等级模型研究[J]. 电力信息与通信技术, 2025, 23 (5): 1- 8.

WANG Sining, GAO Bingqiang, XIA Baobing, et al. Research on machine readable standards level model for a new type of power system[J]. Electric Power Information and Communication Technology, 2025, 23 (5): 1- 8.

17马超. 面向机器可读标准的电力标准数字化述评与展望[J]. 中国电力, 2023, 56 (8): 216- 229.

MA Chao. Review and prospect of power standard digitization for machine readable standards[J]. Electric Power, 2023, 56 (8): 216- 229.

18张兰. 电网企业标准数字化发展现状及趋势分析[J]. 湖南电力, 2023, 43 (1): 95- 98, 102.

ZHANG Lan. Development status and trend analysis of standard digitization in power grid enterprise[J]. Hunan Electric Power, 2023, 43 (1): 95- 98, 102.

19林佳瑞, 陈柯吟, 潘鹏, 等. 建筑工程标准数字化与智能化: 现状与未来[J]. 东南大学学报(自然科学版), 2025, 55 (1): 16- 29.

LIN Jiarui, CHEN Keyin, PAN Peng, et al. Digital and intelligent standards for building and construction engineering: Current status and future[J]. Journal of Southeast University (Natural Science Edition), 2025, 55 (1): 16- 29.

20张佩玉, 裴继超. 邬贺铨: 标准数字化是大势所趋[J]. 中国标准化, 2022 (7): 24- 29.

21周慧, 王瑶, 罗仁强, 等. 基于大数据挖掘与规则引擎的智慧辅助监盘系统研究[J]. 湖南电力, 2023, 43 (3): 77- 81.

ZHOU Hui, WANG Yao, LUO Renqiang, et al. Research on intelligent auxiliary monitoring system based on big data mining and rule engine[J]. Hunan Electric Power, 2023, 43 (3): 77- 81.

22全国电子业务标准化技术委员会(SAC/TC 83). 标准文档结构化元模型第1部分: 全文: GB/T 42093.1-2022[S]. 中国标准出版社, 2022.

25于宗超, 文明, 李湘华, 等. 融合群体智慧的分布式智能电网高效发展管理策略[J]. 中国电力, 2024, 57 (10): 57- 68.

YU Zongchao, WEN Ming, LI Xianghua, et al. Effective development and management strategy for distributed smart grids based on collective intelligence[J]. Electric Power, 2024, 57 (10): 57- 68.

26钟永洁, 纪陵, 李靖霞, 等. 虚拟电厂智慧运营管控平台系统框架与综合功能[J]. 发电技术, 2023, 44 (5): 656- 666.

ZHONG Yongjie, JI Ling, LI Jingxia, et al. System framework and comprehensive functions of intelligent operation management and control platform for virtual power plant[J]. Power Generation Technology, 2023, 44 (5): 656- 666.

27冯剑冰, 余涛, 程乐峰. 自愈控制方法及其在地铁供电系统中的应用研究与展望[J]. 综合智慧能源, 2025, 47 (4): 41- 62.

FENG Jianbing, YU Tao, CHENG Lefeng. Research and prospects of self-healing control methods and their applications in metro power supply systems[J]. Integrated Intelligent Energy, 2025, 47 (4): 41- 62.

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