2025年4月6日 周日
首页 > 过刊浏览>2023年第38卷第5期 >269-278. DOI:10.19781/j.issn.1673-9140.2023.05.028
PDF HTML阅读 XML下载 导出引用 引用提醒
基于TF‑IDF加权文本语义相似度算法的变电站一键顺控测试方法研究
CSTR:
[cstr]
作者:
作者单位:

(1.国网河北省电力有限公司经济技术研究院，河北 石家庄 050021;2.武汉凯默电气有限公司，湖北 武汉 430223)

通讯作者:

甄家林（1980—），男，硕士，工程师，主要从事电力系统继电保护测试研究；E?mail:jiangzhuoyan@kemov.com

中图分类号:

TM774

基金项目:

河北汇智电力工程设计有限公司科技研究项目（HZHTCG2021?08）


Research on substation one key sequence control test method based on TF‑IDF weighted text semantic similarity algorithm
Author:
Affiliation:

(1.Economic and Technological Research Institute of State Grid Hebei Electric Power Co., Ltd., Shijiazhuang 050021, China; 2.Wuhan Kemov Electric Co., Ltd., Wuhan 430223, China)

  • 摘要
    • | |
  • 访问统计
    • |
  • 参考文献 [19]
    • | | | |
  • 文章评论
    摘要:

    针对一键顺控实际测试工作中工作时间长、效率低、人力投入大等问题，自主可控新一代变电站一键顺控规范提出了不停电校核方法，通过主辅一体化监控主机模拟测试完成顺控操作票测试，可以较好地解决上述问题。提出一种自主可控新一代变电站一键顺控测试方法,通过构建基于标准一键顺控操作票中信号定义的中间数据库形成一键顺控测试库所需的配置信息点，基于标准一键顺控操作票和典型接线方式下的间隔定义，使用中间数据库中的信息点构建一键顺控测试库，基于优化TF?IDF加权的文本语义相似度算法实现测试库的实例化，解决一键顺控仿真测试问题。通过实际仿真测试实例验证了所提方法的有效性。

    Abstract:

    To mitigate the problems of long working time, low efficiency and large manpower investment in the test of one key sequence control, the one key sequence control specification of the new?generation autonomous and controllable substation proposes the non?outage verification method. The sequence control operation ticket test can be accomplished by the simulation of the main and auxiliary integrated monitoring host, which can solve the above problems. A one key sequence control test method for new?generation autonomous and controllable substation is proposed. The configuration information points required by the one key sequence control test library are formed by constructing an intermediate database based on the signal definition in the standard one key sequence control operation ticket. Based on the standard one key sequence control operation ticket and the interval definition under typical wiring mode, the one key sequence control test library is constructed by using the information points in the intermediate database. Based on the optimized TF?IDF weighted text semantic similarity algorithm, the instantiation of the test library is realized. The test library is applied to the one key sequence control simulation test in specific projects to solve the one key sequence control simulation test problem. The effectiveness of the proposed method is verified by an actual simulation test example.

    参考文献
    [1] 樊启俊,胡伟,王兴存,等.基于调度倒闸操作流程及标准操作程序的操作安全防误应用[J].电力系统自动化,2015,39(1):183?186. FAN Qijun,HU Wei,WANG Xingcun,et al.Safety mistake preventing application of dispatching operation based on scheduling switching operation procedures and standard operating procedures[J].Automation of Electric Power Systems,2015,39(1):183?186.
    [2] 董晓峰,顾晓文,王业,等.电网倒闸操作票智能监护系统设计[J].中国电力,2015,48(12):16?22. DONG Xiaofeng,GU Xiaowen,WANG Ye,et al.Design of intelligent switching order supervising system[J].Electric Power,2015,48(12):16?22.
    [3] 苏盛,LI K K,曾祥君,等.通用变电站操作票生成方法的研究[J].电网技术,2004,28(14):15?18+22. SU Sheng,LI K K,ZENG Xiangjun,et al.Research on versatile generation method of switching orders for substations[J].Power System Technology,2004,28(14):15?18+22.
    [4] 冯子文,朱永利.基于有限状态机的变电站倒闸操作票生成方法[J].发电技术,2022,43(3):501?509. FENG Ziwen,ZHU Yongli.Generation method of substation switching operation ticket based on finite state machine[J].Power Generation Technology,2022,43(3):501?509.
    [5] 雷海涛,史兆江.基于变电站“一键顺控”技术的研究及应用[J].电网与清洁能源,2021,37(8):62?67. LEI Haitao,SHI Zhaojiang.Research and application of “one?key sequence control” technology based on substation[J].Power System and Clean Energy,2021,37(8):62?67.
    [6] 杜镇安,黎恒烜,雷杨,等.远方顺控操作系统技术路线分析[J].湖北电力,2018,42(1):11?15. DU Zhen’an,LI Hengxuan,LEI Yang,et al.Analysis on technical route of remote sequential operating system[J].Hubei Electric Power,2018,42(1):11?15.
    [7] 刘明广,王志萍,归一数,等.基于DCS的锅炉自启停技术研究与实现[J].电力科学与技术学报,2020,35(2):184?190. LIU Mingguang,WANG Zhiping,GUI Yishu,et al.Research and implementation of automatic start?up and shut?down technology in the boiler based on DCS[J].Journal of Electric Power Science and Technology,2020,35(2):184?190.
    [8] 李晓燕,郑卫东,熊志成,等.基于柔性顺控的制粉系统一键启停控制技术在1?000 MW超超临界火电机组的实践与应用[J].浙江电力,2019,38(12):39?43. LI Xiaoyan,ZHENG Weidong,XIONG Zhicheng,et al.Application and practice of one?click start?stop control technology for pulverized coal preparation system based on flexible sequential control in 1 000 MW ultra?supercritical thermal power generating units[J].Zhejiang Electric Power,2019,38(12):39?43.
    [9] 向川,畅昶,周鑫,等.大规模新能源并网下SVG协同风电场的电压精细化控制策略[J].电力科学与技术学报,2021,36(5):61?71. XIANG Chuan,CHANG Chang,ZHOU Xin,et al.Research on meticulous voltage cooperative control strategy between SVG and wind farm under the integration of large?scale renewable energy[J].Journal of Electric Power Science and Technology,2021,36(5):61?71.
    [10] 张亮,章坚民,金乃正,等.配电网30°相角差线路不停电转供的混合顺控方法及试点验证[J].电力系统自动化,2018,42(2):128?135+153. ZHANG Liang,ZHANG Jianmin,JIN Naizheng,et al.Hybrid sequence control and pilot project verification for none?electricity?cut load transferring of distribution lines with 30 degree phase angle difference[J].Automation of Electric Power Systems,2018,42(2):128?135+153.
    [11] 郝晓光,赵宇皓,尹项根,等.基于中间模型文件的智能变电站虚回路校验研究[J].电力科学与技术学报,2020,35(5):132?137. HAO Xiaoguang,ZHAO Yuhao,YIN Xianggen,et al.Intelligent substation virtual circuit check based on the intermediate model file[J].Journal of Electric Power Science and Technology,2020,35(5):132?137.
    [12] 周柯,王晓明,巫聪云,等.智能变电站改扩建镜像调试技术研究及应用[J].电力系统保护与控制,2021,49(24):168?176. ZHOU Ke,WANG Xiaoming,WU Congyun,et al.Research and application of mirroring debugging technology in reconstruction and expansion of an intelligent substation[J].Power System Protection and Control,2021,49(24):168?176.
    [13] 陈洋荣,李俊娥,许昂,等.智能变电站信息物理融合可靠性评估方法[J].电力系统自动化,2021,45(3):102?110. CHEN Yangrong,LI June,XU Ang,et al.Reliability evaluation method for smart substation based on cyber?physical fusion[J].Automation of Electric Power Systems,2021,45(3):102?110.
    [14] 金涛,虞巍,黄家骥,等.基于站控层仿真的变电站功能验证技术分析[J].中国新通信,2021,23(2):82?83. JIN Tao,YU Wei,HUANG Jiaji,et al.Analysis of substation function verification technology based on station control layer simulation[J].China New Telecommunications,2021,23(2):82?83.
    [15] 陈冉,杜炤鑫,葛立青,等.智能变电站设备运动视频信息检测方法研究[J].电测与仪表,2021,58(8):97?103. CHEN Ran,DU Zhaoxin,GE Liqing,et al.Research on motion video information detection method for intelligent substation equipment[J].Electrical Measurement & Instrumentation,2021,58(8):97?103.
    [16] 王逸凡,王佳宇,仲林林,等.基于深度学习的电力设备铭牌文本识别[J].电力工程技术,2022,41(5):210?218. WANG Yifan,WANG Jiayu,ZHONG Linlin,et al.Text recognition of power equipment nameplates based on deep learning[J].Electric Power Engineering Technology,2022,41(5):210?218.
    [17] 舒予.一种动态权重百分位数指标在学术活跃度评价中的应用[J].情报杂志,2021,40(8):179?185. SHU Yu.Application of dynamic weighted percentile index in academic activity evaluation[J].Journal of Intelligence,2021,40(8):179?185.
    [18] 韩程程,李磊,刘婷婷,等.语义文本相似度计算方法[J].华东师范大学学报(自然科学版),2020(5):95?112. HAN Chengcheng,LI Lei,LIU Tingting,et al.Approaches for semantic textual similarity[J].Journal of East China Normal University (Natural Science),2020(5):95?112.
    [19] 卢雪琴,李长安,吴忠强.基于鲸鱼算法优化极限学习机的微电网故障诊断[J].智慧电力,2022,50(2):15?21. LU Xueqin,LI Chang’an,WU Zhongqiang.Microgrid fault diagnosis based on extreme learning machine optimized by whale algorithm[J].Smart Power,2022,50(2):15?21.
    相似文献
    引证文献
    网友评论
    网友评论
    分享到微博
    发 布
引用本文

杨宏伟,张红梅,张 骥,等.基于TF‑IDF加权文本语义相似度算法的变电站一键顺控测试方法研究[J].电力科学与技术学报,2023,38(5):269-278.
YANG Hongwei, ZHANG Hongmei, ZHANG Ji, et al. Research on substation one key sequence control test method based on TF‑IDF weighted text semantic similarity algorithm[J]. Journal of Electric Power Science and Technology,2023,38(5):269-278.

复制
分享
文章指标
  • 点击次数:175
  • 下载次数: 0
  • HTML阅读次数: 0
  • 引用次数: 0
历史
  • 在线发布日期: 2024-01-15
文章二维码

微信公众号二维码

您是本站第 84111 访问者

通信地址：长沙市（天心区）万家丽南路960号长沙理工大学

电话/传真：0731-85258195 E-mail：dlxb04@163.com

版权所有：电力科学与技术学报 ® 2025 版权所有

京公网安备 11010802026262号