ABSTRACT
The digital design results of power substations establish the foundation for their running and maintaining. Currently, the digital design of substations is delivered in the format of Grid Information Model (GIM), an alternative Building Information Modeling (BIM) format for describing power grid infrastructure in China. Since the correctness, compliance, and consistency of GIM data are necessary conditions for information sharing and business decision support, the GIM data must be audited before sharing among the stakeholders. The traditional manual review of GIM data is too inefficient and costly to execute, and thus the power grid industry seeks automatic review approaches. However, one challenge for automated auditing of GIM data is the lack of auditing rules. In order to establish such a rule base for GIM data auditing, this study first categorizes the audit rules, and proposes an XML encoding method for the audit rules. Meanwhile, the methodology of converting the rules described in natural language into XML is also rules proposed using the SBERT model. The application of the developed tool is demonstrated and verified through case studies.
- Binai Li, Jinming Zhou and Yilan Liu. 2017. Research on automatic specification review of building information model for power transmission and transformation project. China Electrical Equipment Industry. 75-78.Google Scholar
- D. K. Sheng, X. Qie, J. H. Hu, Z. L. Wu, L. and Z. Qi. 2013. Conducting research and development of grid information model (GIM) technology and constructing the sharing platform of smart grid technology information. Electric power construction. J. 34(2013), 1-5.Google Scholar
- X. Q. Wang, Q. W Xin and Q. Z. Peng. 2020. The theoretical research on modelling method for the Grid Information Model of substation. IOP Conference Series: Earth and Environmental Science. CA, 587. https://doi.org/10.1088/1755-1315/587/1/012085.Google ScholarCross Ref
- Nawari N. O. 2018. Building information modeling: automated code checking and compliance processes. Boca Raton: CRC Press. https://doi.org/10.1201/9781351200998Google ScholarCross Ref
- B. A. Li, J. M. Zhou, Y. and L. Liu. 2017. Research on automatic specification review of building information model for power transmission and transformation engineering. Technical exchange. J. 9(2017), 75-76+78.Google Scholar
- S. M. Lal and H. M. Günaydin. 2017. Computer representation of building codes for automated compliance checking. Automation in construction. J. 82(2017), 43-58. https://doi.org/10.1016/j.autcon.2017.06.018Google ScholarCross Ref
- Graphisoft. 2020. Solibri model checker. Solibri model checker. https://graphisoft.com/partner-solutions/solibri-model-checkerGoogle Scholar
- Jotne. 2020. Jotne EDModelChecker. Jotne. http://www.epmtech.jotne.comGoogle Scholar
- L. Khemlani and E. Corenet. 2005. Singapore's automated code checking system. CORENETePlanCheck.Google Scholar
- Navisworks. 2022. Navisworks Freedom, Navisworks Manage, Navisworks Simulate. Autodesk.Google Scholar
- Neha Kumari, Sumit Kumar Chaturvedi, Rehan Khan, Alpana Sharma, Rizwan Hasan Khan and Savita Yadav. 2017. Characterization of CNL like protein fragment (CNL-LPF) from mature Lageneria siceraria seeds. International Journal of Biological Macromolecules. J. 104(2017), 1194-1203. https://doi.org/10.1016/j.ijbiomac.2017.06.086Google ScholarCross Ref
- Oliveira Davi Alves, Senna Valter de and Pereira Hernane Borges de Barros. 2023. Indices of textual cohesion by lexical repetition based on semantic networks of cliques. Expert Systems with Applications. J. ACM 237(2023). https://doi.org/10.1016/J.ESWA.2023.121580Google ScholarDigital Library
- Gueddes Abdelweheb and Mahjoub Mohamed Ali. 2023. Remote intervention assistance system for a person in difficulty based on probabilistic ontologies. Expert Systems with Applications. J. ACM 238(2023). https://doi.org/10.1016/J.ESWA.2023.121840Google ScholarDigital Library
- Yu Bai, Dan Yang and Yan Cao. 2012. Information Object Identification System Modeling and Visual Coding Rule Design. Advanced Materials Research. J. 1917, 562-564 (2012), 2120-2123. https://www.scientific.net/AMR.562-564.2120Google ScholarCross Ref
- Reimers N. and Gurevych I. 2019. Sentence-bert: Sentence embeddings using siamese bert-networks. Computer Science: Computation and Language. EMNLP. 1908.10084(August 2019). https://doi.org/10.48550/arXiv.1908.10084Google ScholarCross Ref
- Jian Dang, Hui Wei, Yunjiang Yan, Rong Jia and Yang Li. 2021. Construction of Knowledge Graph of Electrical Equipment Based on Sentence-BERT. 2021 International Conference on Advanced Electrical Equipment and Reliable Operation (AEERO). IEEE, 1-5. https://doi.org/10.1109/AEERO52475.2021.9708328Google ScholarCross Ref
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