上海电力大学学报2024,Vol.40Issue(2) :102-108.DOI:10.3969/j.issn.2096-8299.2024.02.001

基于α-DDTW算法与功率波形相似度的馈线OP互联匹配

Feeder OP Data Interconnection and Matching Based on α-DDTW Algorithm and Power Waveform Similarity

徐隽 刘礼阳 赵健 宣羿 孙智卿
上海电力大学学报2024,Vol.40Issue(2) :102-108.DOI:10.3969/j.issn.2096-8299.2024.02.001

基于α-DDTW算法与功率波形相似度的馈线OP互联匹配

Feeder OP Data Interconnection and Matching Based on α-DDTW Algorithm and Power Waveform Similarity

徐隽 1刘礼阳 1赵健 1宣羿 2孙智卿2
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作者信息

  • 1. 上海电力大学,上海 200090
  • 2. 国网浙江省电力有限公司杭州供电公司,浙江杭州 310014
  • 折叠

摘要

OP互联是指供电企业内部对电力调度系统(OMS)及设备(资产)运维精益管理系统(PMS)中维护的台账数据进行有效关联.针对中压配电网10 kV馈线OP互联流程复杂、效率低下,且缺乏有效校验机制等问题,提出了一种基于配电网多源量测数据与系统台账信息的馈线OP数据校核与匹配方法.首先,从OMS和PMS中提取功率、设备参数等信息,并对台账及功率进行预处理,形成功率时间序列矩阵;然后,基于α-DDTW距离评估两侧馈线功率波形近似度,实现馈线OP数据的校核与关联匹配;最后,对华东某市电力公司的系统数据进行算例分析,验证了所提方法的有效性与实际工程应用价值.

Abstract

OP interconnection refers to the effective correlation of ledger data maintained in the Operation Management System(OMS)and the Power Production Management System(PMS)within the power supply enterprise.It serves as the foundation for enhancing the level of grid management and production efficiency.Addressing the complexities and inefficiencies in the OP interconnection process for 10 kV feeder lines in the medium-voltage distribution network,as well as the lack of effective verification mechanisms,a method for verifying and matching OP data for feeder lines based on multi-source measurement data and system ledger information of the distribution network is proposed.Firstly,power information and equipment parameters are extracted from the OMS and PMS systems,and ledger and power are preprocessed to form a successful time-series matrix.Then,based on α-DDTW distance,the similarity of power waveforms on both sides of the feeder line is evaluated,automatically achieving verification and correlation matching of feeder line OP data.Finally,through case analysis using actual system data from a power company in East China,the effectiveness and practical engineering application value of the proposed method are validated.

关键词

OP数据互联/α-DDTW算法/波形相似度/配电网

Key words

OP data interconnection/α-DDTW algorithm/waveform similarity/distribution network

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出版年

2024
上海电力大学学报
上海电力学院

上海电力大学学报

影响因子:0.401
ISSN:2096-8299
参考文献量16
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