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基于BIM的多源多模数据动态加载技术
BIM Based Dynamic Loading Technology for Multi-Source and Multi-Mode Data

DOI: 10.12677/mm.2024.143055, PP. 442-450

Keywords: BIM,多源多模,动态加载技术,数据管理平台
BIM
, Multi-Source and Multi-Mode, Dynamic Loading Technology, Data Management Platform

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Abstract:

数据作为基础战略资源,对建设工程行业具有深远影响。决策基于数据这一共识要求对数据价值进行深入挖掘,数据的有效利用不仅能形成企业数据资产,促进决策质量的提高,而且对行业发展均具有良性作用,明确数字赋能机制,推进实现数字化转型。据此本文提出一种多源多模数据动态加载技术解决方案,明确数据的多源头与多模态,并梳理出相应的数据清洗技术,最后通过数据管理平台的建设实现项目的闭环管理,同时帮助终端数据使用者进行决策。
Data, as a fundamental strategic resource, has a profound impact on the construction industry. Based on the common requirement of data, decision-making requires in-depth exploration of data value. The effective utilization of data can not only form enterprise data assets, promote the improvement of decision quality, but also have a positive effect on industry development, clarify the digital empowerment mechanism and promote the realization of digital transformation. Based on this, this article proposes a dynamic loading technology solution for multi-source and multimodal data, clarifying the multi-source and multimodal nature of data, and sorting out corresponding data cleaning technologies. Finally, the closed-loop management of the project is achieved through the construction of a data management platform, while helping end data users make decisions.

References

[1]  El Faouzi, N.-E. and Klein, L.A. (2016) Data Fusion for ITS: Techniques and Research Needs. Transportation Research Procedia, 15, 495-512.
https://doi.org/10.1016/j.trpro.2016.06.042
[2]  Siljak, D.D. (1991) Decentralized Control of Complex Systems. Academic, New York.
[3]  唐轶. 多模态信息融合技术在科技服务平台中的应用研究[J]. 技术与市场, 2023, 30(6): 12-15.
[4]  田明明. 基于多模态信息融合的知识空间构建研究[D]: [硕士学位论文]. 武汉: 华中师范大学, 2014.
[5]  如江, 鞠孜涵, 张玉洁, 等. 面向情报感知的多源多模态数据融合方法研究[J]. 情报杂志, 2023, 42(10): 124-131.
[6]  李学龙, 龚海刚. 大数据系统综述[J]. 中国科学: 信息科学, 2015, 45(1): 1-44.
[7]  补舒棋, 毛拥政, 史宏波, 等. 基于BIM GIS的水利水电工程综合应用平台设计与实现[J]. 水利规划与设计, 2024(1): 78-83 88.
[8]  孙杰, 谢文寒, 白瑞杰. 无人机倾斜摄影技术研究与应用[J]. 测绘科学, 2019, 44(6): 145-150.
https://doi.org/10.16251/j.cnki.1009-2307.2019.06.021
[9]  Demetrovics, J., Son, H.N. and Guban, A. (2016) A Formal Representation for Structured Data. Acta Polytechnica Hungarica, 13, 59-76.
https://doi.org/10.12700/APH.13.2.2016.2.4
[10]  Chen, L., Shao, J., Yu, Z., Sun, J.L., Wu, F. and Zhuang, Y.T. (2015) RAISE: A Whole Process Modeling Method for Unstructured Data Management. 2015 IEEE International Conference on Multimedia Big Data, Beijing, 20-22 April 2015, 9-12.
https://doi.org/10.1109/BigMM.2015.90
[11]  Zhang, K., Zuo, W., Chen, Y., et al. (2017) Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising. IEEE Transactions on Image Processing, 26, 3142-3155.
https://doi.org/10.1109/TIP.2017.2662206

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