基于专家系统的IEC 61850自动建模研究
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摘要
随着IEC 61850 Ed2.0的发布与国内数字化变电站的广泛推广,提高了IEC 61850建模的难度与专业性。通过专家系统自动生成ICD模型的研究,将IEC 61850 Ed1.0、Ed2.0标准作为专家系统知识事实库,Schema规范作为专家系统知识规则库,利用Lucene搜索和CLIPS专家推理技术,实现了由装置配置文件到ICD模型的自动生成,专家系统可自动生成装置ICD模型,并可根据用户干预进行ICD模型校正,且可对ICD模型进行Schema和规范校验。
Along with the release of IEC 61850 Ed2.0 and the popularization of digital substations in China, degrees of difficulty and specialization of IEC 61850 modeling are raised. On the basis of a study on the ICD model automatically generated through the expert system, using IEC 61850 Ed1.0 and Ed2.0 as knowledge fact base of the expert system and Schema norm as knowledge rule base of the expert system, this paper applied Lucene search and CLIPS expert reasoning technique to realize automatic generation of ICD model from device configuration file. The expert system could automatically generate ICD device model, make ICD model correction according to user intervention, and perform Schema norm check on the ICD model.
Along with the release of IEC 61850 Ed2.0 and the popularization of digital substations in China, degrees of difficulty and specialization of IEC 61850 modeling are raised. On the basis of a study on the ICD model automatically generated through the expert system, using IEC 61850 Ed1.0 and Ed2.0 as knowledge fact base of the expert system and Schema norm as knowledge rule base of the expert system, this paper applied Lucene search and CLIPS expert reasoning technique to realize automatic generation of ICD model from device configuration file. The expert system could automatically generate ICD device model, make ICD model correction according to user intervention, and perform Schema norm check on the ICD model.
引文
[1]赵占国.基于IEC 61850和IEC 61970的光伏电站通信与信息建模研究[D].青岛:青岛理工大学,2015.
[2]王聪.水电厂监控系统IEC 61850信息建模技术研究及应用[D].北京:中国水利水电科学研究院,2013.
[3]赵翠然.基于IEC 61850的配电终端建模及自描述研究[D].北京:华北电力大学,2013.
[4]韩国政,徐丙垠.基于IEC 61850标准的智能配电终端建模[J].电力自动化设备,2011,31(2):104-107.
[5]徐鹤勇.基于IEC 61850电能质量监测系统建模与实现[D].北京:北京交通大学,2007.
[6]刘明慧,胡绍谦,王文龙,等.智能变电站交换机IEC 61850信息建模[J].电气技术,2012,12(1):30-35.
[7]黎永昌,王钢,梁远升,等.基于IEC 61850的电动汽车充电站远动通信建模[J].电力系统保护与控制,2016,44(4):137-142.
[8]胡勇,郭子健,刘奇峰,等.基于IEC 61970/61850的电动汽车充电站监控系统建模方案[J].电力系统自动化,2013,37(2):91-96.
[9]杨桂松,张浩,牛志刚.基于IEC 61850的IED数据建模研究与实现[J].华东电力,2007,35(8):75-79.
[10]杨睿,徐懂理,程桂林,等.基于SCL语言的继电保护装置IEC 61850动静态建模设计[J].南京工程学院学报(自然科学版),2016,14(2):53-58.
[11]王丽华,江涛,盛晓红,等.基于IEC 61850标准的保护功能建模分析[J].电力系统自动化,2007,31(2):55-59.
[12]罗四倍,黄润长,崔琪,等.基于IEC 61850标准面向对象思想的IED建模[J].电力系统保护与控制,2009,37(17):55-58.
[13]付娟.基于面向对象思想的变电站建模研究[J].电力系统保护与控制,2008,36(18):55-58.
[14]钱诚,吴宁,陈意,等.可复用模式在IEC 61850统一建模中的应用[J].水电自动化与大坝监测,2012,36(2):14-16;25.
[15]MOHD M.Development of search engines using lucene:an experience[J].Procedia-Social and Behavioral Sciences,2011(18):282-286.
[16]XU C F,XU H H.Full-text search engine technology research based on lucene[J].Advanced Materials Research,2014(952):355-358.
[17]WEE E,SACHIN M P,CHINNAPPA U,et al.Deployment of a short,single-opening endoscopic clip versus a long,reopening endoscopic clip in clinical practice[J].Digestive Diseases and Sciences,2015,60(8):1-7.
[18]MARGOLIN F R,KAUFMAN L,DENNY S R,et al.Metallic marker placement after stereotactic core biopsy of breast calcifications:comparison of two clips and deployment techniques[J].American Journal of Roentgenology,2003,181(6):1685-1690.
[2]王聪.水电厂监控系统IEC 61850信息建模技术研究及应用[D].北京:中国水利水电科学研究院,2013.
[3]赵翠然.基于IEC 61850的配电终端建模及自描述研究[D].北京:华北电力大学,2013.
[4]韩国政,徐丙垠.基于IEC 61850标准的智能配电终端建模[J].电力自动化设备,2011,31(2):104-107.
[5]徐鹤勇.基于IEC 61850电能质量监测系统建模与实现[D].北京:北京交通大学,2007.
[6]刘明慧,胡绍谦,王文龙,等.智能变电站交换机IEC 61850信息建模[J].电气技术,2012,12(1):30-35.
[7]黎永昌,王钢,梁远升,等.基于IEC 61850的电动汽车充电站远动通信建模[J].电力系统保护与控制,2016,44(4):137-142.
[8]胡勇,郭子健,刘奇峰,等.基于IEC 61970/61850的电动汽车充电站监控系统建模方案[J].电力系统自动化,2013,37(2):91-96.
[9]杨桂松,张浩,牛志刚.基于IEC 61850的IED数据建模研究与实现[J].华东电力,2007,35(8):75-79.
[10]杨睿,徐懂理,程桂林,等.基于SCL语言的继电保护装置IEC 61850动静态建模设计[J].南京工程学院学报(自然科学版),2016,14(2):53-58.
[11]王丽华,江涛,盛晓红,等.基于IEC 61850标准的保护功能建模分析[J].电力系统自动化,2007,31(2):55-59.
[12]罗四倍,黄润长,崔琪,等.基于IEC 61850标准面向对象思想的IED建模[J].电力系统保护与控制,2009,37(17):55-58.
[13]付娟.基于面向对象思想的变电站建模研究[J].电力系统保护与控制,2008,36(18):55-58.
[14]钱诚,吴宁,陈意,等.可复用模式在IEC 61850统一建模中的应用[J].水电自动化与大坝监测,2012,36(2):14-16;25.
[15]MOHD M.Development of search engines using lucene:an experience[J].Procedia-Social and Behavioral Sciences,2011(18):282-286.
[16]XU C F,XU H H.Full-text search engine technology research based on lucene[J].Advanced Materials Research,2014(952):355-358.
[17]WEE E,SACHIN M P,CHINNAPPA U,et al.Deployment of a short,single-opening endoscopic clip versus a long,reopening endoscopic clip in clinical practice[J].Digestive Diseases and Sciences,2015,60(8):1-7.
[18]MARGOLIN F R,KAUFMAN L,DENNY S R,et al.Metallic marker placement after stereotactic core biopsy of breast calcifications:comparison of two clips and deployment techniques[J].American Journal of Roentgenology,2003,181(6):1685-1690.