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Intelligent Monitoring of Concrete Vibration Quality Based on Space-Air-Ground Integrated Perception
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Dong WANG1, Tao GUAN1, Shuai YANG1, Xiaoling WANG1, Haifeng ZHAI2, Bingyu REN1
Journal of the Chinese Ceramic Society | 2023, 51(5) : 1219 - 1227
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Journal of the Chinese Ceramic Society | 2023, 51(5): 1219-1227
• Research Articles •
Intelligent Monitoring of Concrete Vibration Quality Based on Space-Air-Ground Integrated Perception
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Dong WANG1, Tao GUAN1, Shuai YANG1, Xiaoling WANG1, Haifeng ZHAI2, Bingyu REN1
Affiliations
  • 1.State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300350, China
  • 2.Yalong River Hydropower Development Co., Ltd., Chengdu 610051, China

    • WANG Dong (1993-), male, Ph. D. E-mail:

About Author:

WANG Dong (1993-), male, Ph. D. E-mail:

Published: 2023-05-20 doi: 10.14062/j.issn.0454-5648.20220881
Outline
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It is essential to ensure the concrete construction quality of high arch dam via comprehensively collecting multi-source heterogeneous information in the concrete vibration construction and timely and objectively analyzing vibration quality. For incomplete information perception and undesirable data quality in current space-ground perception technology during concrete vibration construction, an intelligent sensing scheme with space-air-ground integration for concrete vibrating construction information was established to realize the stereoscopic perception of multi-source, multi-modal and multi-scale construction information in the concrete pouring process. On this basis, the Kalman-based denoising method for positioning data of Global Navigation Satellite System (GNSS), improved Faster R-CNN-based video analysis method and DebrGAN-v2-based surface image deblurring method were proposed, respectively, for numerical type, video stream, and image information. Taking Yangfanggou hydropower station as an example, the intelligent analysis and monitoring of concrete vibration quality can be realized by the proposed space-air-ground integration sensing method.

concrete vibration  /  space-air-ground integrated perception  /  intelligent monitoring  /  Kalman filter algorithm  /  improved Faster R-CNN  /  DeblurGAN-v2 model
王栋, 关涛, 杨帅, 王晓玲, 翟海峰, 任炳昱. 空天地一体化感知下的混凝土振捣质量智能监控. 硅酸盐学报, 2023 , 51 (5) : 1219 -1227 . DOI: 10.14062/j.issn.0454-5648.20220881
Dong WANG, Tao GUAN, Shuai YANG, Xiaoling WANG, Haifeng ZHAI, Bingyu REN. Intelligent Monitoring of Concrete Vibration Quality Based on Space-Air-Ground Integrated Perception[J]. Journal of the Chinese Ceramic Society, 2023 , 51 (5) : 1219 -1227 . DOI: 10.14062/j.issn.0454-5648.20220881
Appendix
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Year 2023 volume 51 Issue 5
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Article Info
doi: 10.14062/j.issn.0454-5648.20220881
  • Receive Date：2022-10-16
  • Online Date：2026-10-20
  • Published：2023-05-20
Article Data
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History
  • Received：2022-10-16
  • Revised：2022-10-25
Funding
Affiliations
    1.State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin 300350, China
    2.Yalong River Hydropower Development Co., Ltd., Chengdu 610051, China

Corresponding:

GUAN Tao (1989-), male, Associate Professor. E-mail:
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表12种不同金属材料的力学参数
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Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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