陈星, 忻渊中, 赵文渊, 孙博洋, 塔力鹏·努尔巴合提. 电网建设智慧前期平台多源异构数据融合模型[J]. 电力学报, 2022, 37(1): 76-83. DOI: 10.13357/j.dlxb.2022.010
引用本文: 陈星, 忻渊中, 赵文渊, 孙博洋, 塔力鹏·努尔巴合提. 电网建设智慧前期平台多源异构数据融合模型[J]. 电力学报, 2022, 37(1): 76-83. DOI: 10.13357/j.dlxb.2022.010
CHEN Xing, XIN Yuan-zhong, ZHAO Wen-yuan, SUN Bo-yang, NUERBAHETI Ta-li-peng. Multi-source Heterogeneous Data Fusion Model of Smart Pre-stage Platform for Power Grid Construction[J]. Journal of Electric Power, 2022, 37(1): 76-83. DOI: 10.13357/j.dlxb.2022.010
Citation: CHEN Xing, XIN Yuan-zhong, ZHAO Wen-yuan, SUN Bo-yang, NUERBAHETI Ta-li-peng. Multi-source Heterogeneous Data Fusion Model of Smart Pre-stage Platform for Power Grid Construction[J]. Journal of Electric Power, 2022, 37(1): 76-83. DOI: 10.13357/j.dlxb.2022.010

电网建设智慧前期平台多源异构数据融合模型

Multi-source Heterogeneous Data Fusion Model of Smart Pre-stage Platform for Power Grid Construction

  • 摘要: 电网建设和改造所涉及的方面广泛,存在数据格式多样、数据来源多向等特点,整合系统所涉及的数据,使其融合在统一的系统中,可提高数据利用价值,建立可靠、实用的系统。在此基础上,对电网智慧建设中的数据进行了分类,这些数据包括结构化、半结构化以及非结构化的数据,融合了多源多类型数据的通用模式,针对不同类型的数据创建统一接口库,设计多源异构数据统一融合模型以促使来源不同、数据模式不同、数据结构不同的数据进行融合化、统一化应用。异构数据的融合模型主要包括数据获取、数据整合、关联关系建立、入库及调用。针对电网建设中的数据类型,在模型预处理阶段,完成了获取数据和各类数据内部初步整合的处理。围绕多源异构数据统一融合模型,研究了其衍生出的,包括辅助电网工程建设前期工作推展和数据处理的智慧前期系统等多项电网建设相关智慧系统。在电网建设智慧前期平台中,多源异构数据统一融合模型能有效地完成系统对所涉及的多元异构数据的统一与整合,为电网工程建设提供了全新的工作方式。该工作方式有效地提高了电网建设过程中各方的沟通效率,减轻了工作强度,增强了电网建设工程的规范化与数据的电子化。

     

    Abstract: The power grid construction and transformation involve a wide range of aspects,and exist the characteristics of diverse data formats and multi-directional data sources. Integrating the data involved in the system and integrating it into a unified system can improve the value of data utilization and establish a reliable and practical system. Based on these,the data in the smart construction of power grids was classified. These data included the structured,semi-structured,and unstructured data. It integrated the general model of multi-source and multi-type data,created a unified interface library for different types of data,and designed a unified fusion model for multi-source heterogeneous data to promote the fusion and unification of data with different sources,data patterns and data structures. The main steps of the heterogeneous data fusion model were data acquisition,data integration,relationship establishment,storage and call. Aiming at the types of data in the construction of the power grid,in the preprocessing stage of the model,the process of obtain data and the internal preliminary integration of various types of data was completed. Around the multi-source heterogeneous data unified fusion model,the derivation of a number of power grid construction related smart systems were researched,which included the advancement of the preliminary work of the power grid engineering construction and the smart preliminary system for data processing. In the power grid smart early-stage system,the multisource heterogeneous data unified fusion model could effectively complete the system’s unification and integration of the involved multiple heterogeneous data,and provided a new way of working for power grid engineering construction. This new way effective improved the communication efficiency of all parties in the process of power grid construction,reduced work intensity,and enhanced the standardization of power grid construction projects and the digitalization of data.

     

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